Verified
Salesforce
Scaling- Enterprise software
- 83,334 employees (Jan 2026)
- Runs its own agents first
- 99% use internal agents (2025)
- ~$100M support cost cut
Salesforce deploys AI by running its own products on itself first, a program it calls Customer Zero: Agentforce answers customers on its help site, and employee agents in Slack handle HR, IT and manager work. About 15,000 Salesforce engineers moved to agentic coding on Anthropic's Claude Code in 2026. Salesforce said 99% of its workforce used internal agents in Sep 2025, and credits Agentforce with taking about $100 million out of support costs as support staff fell from about 9,000 to about 5,000.
salesforce.comTheir approach to AI
- The platform
- Salesforce runs its own products on itself before customers get them, under a program it calls Customer Zero: Agentforce on help.salesforce.com since Oct 2024, Employee, Manager and TechForce agents in Slack, and Slackbot since Jan 2026.
- The models
- Salesforce's Agentforce offers OpenAI, Anthropic and Google models plus Salesforce's own, including Koa (Sep 2026); its engineers standardized on Anthropic's Claude Code in 2026 and also use OpenAI's Codex, and Marc Benioff expects about $300 million of Anthropic tokens in 2026.
- The reach
- Salesforce said 99% of its workforce used internal agents and 86% used agents in Slack in Sep 2025; every manager used Manager Agent by May 2026, and Employee Agent passed 80% organic adoption by Aug 2026.
- The catch
- Salesforce has published no firm-level figure for what its internal AI saves or earns; its one dollar return covers support (about $100 million, Oct 2025), its results are company-reported and unaudited, and Salesforce sells the agents it measures.
Snapshot
- Employees
- 83,334
- Jan 31, 2026, up from 76,453 a year earlier (FY2026 Form 10-K)
- R&D spending
- $5.99B (FY2026)
- 15% of $41.5B revenue; no separate technology or AI budget disclosed
- AI/ML headcount
- Not disclosed
- About 15,000 engineers, mostly flat for two years (Marc Benioff, May 2026)
- Who owns AI
- Joe Inzerillo, President
- Enterprise and AI Technology: Slack, internal technology and Customer Zero; Rohan Kumar runs engineering
- Platform
- Its own products, used first
- Agentforce, Slackbot and Data 360 under the Customer Zero program
- Models
- Anthropic, OpenAI, Google, own
- Claude Code primary for engineers; Koa, Salesforce's own model, used internally (Sep 2026)
- Reach
- 99% use internal agents
- Sep 2025; Employee Agent organic adoption past 80% (Aug 2026)
- Use cases
- Hundreds of agentsest.
- Internal agent count climbed into the hundreds after Agentforce, then consolidated (Jul 2026)
Key findings
Salesforce said 99% of its global workforce used internal agents and 86% used agents in Slack as of Sep 2025, and its Employee Agent, which answers HR questions in Slack, handled more than 300,000 conversations in its first year with organic adoption past 80% (Aug 2026).
Salesforce's Help Agent, Agentforce on help.salesforce.com since Oct 2024, passed 5 million customer conversations with 64% resolved without a person by Aug 2026, and Marc Benioff said in Sep 2025 that support staff had fallen from about 9,000 to about 5,000, with Salesforce no longer backfilling support engineer roles.
Joe Inzerillo said in Oct 2025 that Agentforce had taken about $100 million of cost out of Salesforce's support function with customer satisfaction as good or better, the only internal dollar return Salesforce has published.
Salesforce standardized its roughly 15,000 engineers on Anthropic's Claude Code in 2026 and removed token limits; Robin Washington said in May 2026 that AI coding tools doubled the features and code shipped year over year, Marc Benioff said engineering headcount had stayed mostly flat for two years because of AI, and Benioff expects to spend about $300 million on Anthropic tokens in 2026, mostly for coding.
Srini Tallapragada, who led Salesforce engineering's move to agentic coding, stepped down on Aug 6, 2026; Rohan Kumar, who joined from Microsoft in Jun 2026, now runs engineering and the platform, and Miguel Milano became Chief Operating Officer.
Where Salesforce sits
- Stage
- Scaling
Salesforce sits at Scaling. Salesforce credits AI with business returns in two functions: Joe Inzerillo said Agentforce took about $100 million of cost out of support (Oct 2025), and in May 2026 Robin Washington said AI coding tools doubled the features and code shipped year over year while Marc Benioff said engineering headcount had stayed flat at about 15,000 because of AI. Salesforce also reports a company-wide rollout: 99% of its global workforce used internal agents in Sep 2025, under the Customer Zero program led by Joe Inzerillo, President, Enterprise and AI Technology. Salesforce is not Embedded because it has published no firm-level figure for what its internal AI saves or earns, saying only that Customer Zero productivity is among its margin levers (Sep 2026), and because the 99% figure counts reach, not weekly use.
How the stages are defined - Ownership
- President Joe Inzerillo (Enterprise and AI Technology), on the executive team; Rohan Kumar runs engineering
- Platform
- Hybrid: Own Agentforce, Slack and Data 360; coding agents and frontier models bought
- Models
- Anthropic, OpenAI and Google models plus Salesforce's own, chosen by task
- Hosting
- Hyperforce on AWS and Google Cloud plus Salesforce-run infrastructure in third-party data centers; Claude via Amazon Bedrock in Salesforce's VPC; Koa on Salesforce's own infrastructure; coding agents vendor-hosted
- Reach
- 99% of employees use internal agents (Sep 2025)
How they deploy
Customer Zero: run Salesforce on Salesforce
Salesforce deploys AI internally by running its own products on itself before customers get them, a program it calls Customer Zero. Andy White, who leads Salesforce on Salesforce Technology, said in Jul 2026 that running the company on its own products makes the products better, and that his team measures internal tools against business outcomes and feeds the findings back to product teams. Salesforce says about 75,000 employees act as the test population, release rings start with a few hundred employees, and an agent reaches everyone only after it hits 70% accuracy against the human baseline it replaces.
Fewer agents, built better
Salesforce's internal agent count climbed into the hundreds after Agentforce made agents quick to build, and adoption and quality suffered, a problem Liz Aloisi, who manages the cross-functional agent portfolio, called agent sprawl (Jul 2026). Salesforce responded by building fewer agents and scaling them deliberately. Joe Inzerillo said in Oct 2025 that many separate employee agents had fragmented the experience, so Salesforce built them into Slack and the flow of work, and Salesforce plans to fold Employee Agent into Slackbot (Aug 2026).
Shift hiring from support and engineering to sales
Salesforce uses AI to shrink or hold headcount in support and engineering while it hires in sales. Marc Benioff said in Sep 2025 that support staff fell from about 9,000 to about 5,000 as agents took on about half of customer interactions, and a Salesforce spokesperson said hundreds of employees were redeployed into professional services, sales and customer success. Benioff said in May 2026 that Salesforce is not hiring more engineers or general and administrative staff and is growing mainly in sales, where Miguel Milano said in Aug 2026 that Salesforce had about 15,000 account executives and planned to hire 1,200 more by year end.
Agentic coding with a choice of models
Salesforce moved its engineers from AI assistants to agents that write code, review pull requests and manage deployments. Srini Tallapragada wrote in May 2026 that Salesforce made Anthropic's Claude Code its primary agent, rolled it out to all engineers and removed token limits. Muralidhar Krishnaprasad wrote in Sep 2026 that managing token spend then became an engineering skill, that routine work defaults to cheaper models, and that Salesforce avoids infrastructure that assumes one model provider. Marc Benioff said in May 2026 that not every employee token needs a frontier model and called for a layer that routes work to smaller models.
Salesforce data inside Claude
Salesforce also runs parts of its own business through Claude. Miguel Milano said in Aug 2026 that Salesforce built its own agents on Anthropic's Claude that act as deputy chief revenue officers, reviewing pipeline and flagging risk in each business, and that Claudeforce, which brings Salesforce data into Claude, is rolling out to the whole company after Marc Benioff released it to many executives that quarter.
- Deployment model
- Salesforce deploys AI to itself through Customer Zero, run by the Digital Enterprise Technology (DET) organization in the portfolio of Joe Inzerillo, President, Enterprise and AI Technology, which also includes Slack and Experience. Andy White's Salesforce on Salesforce Technology team inside DET embeds new tools in real workflows, supervises them with Agentforce Observability and expands them ring by ring, and Liz Aloisi manages the cross-functional agent portfolio (Jul 2026). Salesforce engineering runs its own agentic coding program, led by Srini Tallapragada until Aug 2026 and now by Rohan Kumar, and tracks it on Engineering 360, an internal platform that pulls data from hundreds of systems. Business functions own their agents: Employee Success runs Employee Agent and Manager Agent, and the TechForce IT team runs the IT support agent.
- Model providers
- Salesforce uses several model providers inside its own products. Agentforce offers OpenAI's frontier models as a preferred default for its reasoning engine (Oct 2025), Anthropic's Claude through Amazon Bedrock inside Salesforce's trust boundary (Oct 2025) and Google's Gemini (Sep 2026), and Marc Benioff said in Aug 2026 that Salesforce's platform also runs on its own custom models; Salesforce has not said which models power its internal agents. Slackbot, which Salesforce employees used first, is built on Anthropic's Claude, and Parker Harris said in Jan 2026 that Salesforce is also testing alternatives. Salesforce engineers used Cursor and the internal CodeGenie as default coding agents in 2025, alongside GitHub Copilot and Gemini, then made Anthropic's Claude Code their primary agent in 2026; Benioff said in May 2026 that Salesforce also uses OpenAI's Codex and Anthropic's Cowork. Koa, a CRM reasoning model Salesforce post-trained from NVIDIA's Nemotron 3 Super on synthetic data, is used internally for employee engagement, Rohan Kumar said in Sep 2026.
- Data and infrastructure
- Salesforce's platform runs on Hyperforce, which Salesforce delivers through cloud infrastructure partners and through infrastructure it designs and operates inside third-party data centers (FY2026 Form 10-K). AWS is the main named cloud partner: Salesforce said in Nov 2023 that it would expand its use of AWS compute, storage, data and AI through Hyperforce, and Anthropic's Claude runs on Amazon Bedrock inside Salesforce's virtual private cloud. Hyperforce on Google Cloud was carrying live customer traffic in Sep 2026, with general availability in North America set for Nov 2026. Slack hosts the closed-source models behind Slack AI in an escrow VPC on AWS so the model providers cannot reach customer data, and Salesforce runs Koa on its own dedicated infrastructure, according to ITPro (Sep 2026). Salesforce unifies its own data in Data Cloud, now Data 360, from more than 650 internal data streams (Sep 2025).
Platforms and internal tools
Help Agent (Agentforce on Salesforce Help)Oct 2024
The Help Agent is Salesforce's own Agentforce deployment on help.salesforce.com, which Salesforce says gets more than 60 million visits a year (Oct 2026), and on the 1-800-NO-SOFTWARE support line through Agentforce Voice; it answers in seven languages and hands conversations it cannot resolve to support engineers. Marc Benioff said in May 2026 that the agent handled about twice as many inquiries as human agents. Salesforce's Jul 2026 article put its resolution rate at nearly 70%, with a target of 80% by year end, while Robin Washington said in Aug 2026 that 64% of conversations were resolved autonomously.
- Users
- 5 million+ customer conversations (Aug 2026)
Employee AgentAug 2025
Employee Agent answers Salesforce employees' HR questions in Slack, from benefits deadlines to the performance review process, books rooms and meetings, suggests internal jobs and reskilling, and handles about 18,000 employment verification requests a year. Salesforce says 97.7% of sessions end without a ticket, and that the agent ran more than 300,000 conversations in its first year (Aug 2026).
- Users
- Organic adoption past 80% of employees (Aug 2026)
Manager AgentMay 2025
Manager Agent gives Salesforce managers one entry point in Slack for HR information, employee issues, coaching, survey analysis, performance reviews and promotions. Salesforce says managers held 85,000 conversations with it and reclaimed 57,000 hours in its first year, and that employee adoption of internal AI tools rose 32% when managers modeled the behavior (May 2026).
- Users
- 100% of managers (May 2026)
TechForce Agent
The TechForce Agent handles IT support for Salesforce's roughly 75,000 employees, starting with knowledge questions and moving to workflows such as lost and stolen devices, which now take about 15 minutes instead of more than an hour. Salesforce says the agent's customer satisfaction score rose from 76% to 90% over 18 months, and the device-matching work behind it contributed to Agentforce Graph, a product feature (Jul 2026).
- Users
- IT support for about 75,000 employees (Jul 2026)
SlackbotJan 2026
Slackbot is Slack's AI agent, built on Anthropic's Claude, which searches Slack and connected systems and takes actions for employees; Salesforce employees used it before general availability. Robin Washington called Slackbot the fastest-adopted AI tool in Salesforce's history and put its annualized time savings for employees at 3.8 million hours in May 2026 and 8.1 million hours in Aug 2026.
- Models
- Anthropic Claude
Agentforce agents in Slack
Salesforce runs function agents in Slack: an Engineering Agent that routes requests and answers development, quality and governance questions, a Sales Agent that writes account briefs with deal history, pricing and competitive intelligence, and a TechForce IT agent. Salesforce said Agentforce in Slack gave its teams 500,000 hours back in 2025 (Sep 2025) and projected 275,000 hours a year for engineering and 203,000 for sales.
AI coding agents and Engineering 360By Jun 2025
Salesforce engineers use Anthropic's Claude Code as their primary agent, with shared skill libraries (AI Expert Suite and Salesforce Foundation Plugins), Dev Bar, CodeSearch MCP and OpenAI's Codex, and Engineering 360 tracks security, availability, quality and productivity across hundreds of systems. In 2025 Salesforce's coding tools, led by Cursor and the internal CodeGenie, passed 90% adoption across six engineering clouds within three weeks (Jun 2025).
- Users
- About 15,000 engineers (Sep 2026)
- Models
- Anthropic Claude Code, OpenAI Codex; earlier Cursor, CodeGenie, GitHub Copilot and Gemini
SDR agent and Piper
Salesforce's sales development agent follows up on inbound leads its sellers never reached and had worked more than 43,000 leads by Sep 2025. Piper, the inbound sales agent Salesforce gained by acquiring Qualified, qualifies visitors on salesforce.com and engaged 50% of site traffic in May 2026, Marc Benioff said.
Claudeforce and deputy CRO agentsAug 2026
Claudeforce brings Salesforce data, metadata and permissions into Anthropic's Claude; Marc Benioff released it to many Salesforce executives in the quarter to Jul 2026, and Miguel Milano said it is rolling out to the whole company. Milano also described agents Salesforce built on Claude that act as deputy chief revenue officers, inspecting pipeline and flagging risk for each business (Aug 2026).
- Models
- Anthropic Claude
KoaSep 2026
Koa is Salesforce's first CRM reasoning model, post-trained from NVIDIA's Nemotron 3 Super on synthetic data modeled on CRM deployments, with no customer data. Rohan Kumar said Salesforce uses Koa internally for much of its employee engagement, ITPro reported that it runs in an internal Slack agent on Salesforce's own dedicated infrastructure, and Salesforce plans to make it generally available in Agentforce in winter 2026 in U.S. regions.
- Models
- NVIDIA Nemotron 3 Super, post-trained by Salesforce
Vendors and partners
AnthropicNov 2023
Claude Code for engineering, Slackbot's model, Claude in Agentforce through Amazon Bedrock, and Claudeforce · Anthropic models became available through Amazon Bedrock in Salesforce's trust layer in Nov 2023; Salesforce said in Oct 2025 that it was deploying Claude Code across its global engineering organization, and Marc Benioff expects about $300 million of Anthropic token spend in 2026.
OpenAIOct 2025 (expanded partnership)
Frontier models in Agentforce; Codex used by Salesforce engineers · OpenAI is a preferred default model for Agentforce's reasoning engine and Prompt Builder (Oct 2025), and Marc Benioff said in May 2026 that Salesforce spends a lot with OpenAI and uses Codex internally.
Amazon Web ServicesExpanded Nov 2023
Hyperforce compute, storage and AI; Amazon Bedrock for Claude; hosting for Slack AI models · Salesforce said in Nov 2023 that it would expand its use of AWS through Hyperforce, and Slack hosts the closed-source models behind Slack AI in an escrow VPC on AWS.
Google CloudSep 2026 (Hyperforce on Google Cloud)
Gemini models in Agentforce; second Hyperforce cloud · Hyperforce on Google Cloud carried live customer traffic in Sep 2026 with North American general availability set for Nov 2026; Salesforce engineers used Gemini for documentation and tickets in 2025.
NVIDIASep 2026
Nemotron base model for Koa · Salesforce post-trained NVIDIA's open Nemotron 3 Super to build Koa, which Salesforce uses internally and runs on its own infrastructure.
CursorBy Jun 2025
Default AI coding agent for Salesforce engineers in 2025 · Cursor usage grew 300% in a few weeks and more than 475 engineers exceeded their default token limits during the 2025 rollout, before Salesforce made Claude Code its primary agent in 2026.
Leadership
AI, data and platform leaders
Executives
AI org map
CEO-set agenda; Customer Zero run by Enterprise and AI Technology; agentic coding run inside engineering; business functions own their agents
Salesforce has no chief AI officer. Marc Benioff sets the agenda of running Salesforce on its own agents, Joe Inzerillo, President, Enterprise and AI Technology, leads Slack, Experience, the Digital Enterprise Technology organization and the Customer Zero strategy, and Rohan Kumar, President and Chief Platform and Engineering Officer, has led Global Engineering and the platform since Aug 6, 2026. Robin Washington reports Customer Zero results to investors, and Employee Success runs Salesforce's HR agents.
Salesforce does not disclose an AI or machine learning headcount. Salesforce had 83,334 employees at Jan 31, 2026, including about 15,000 engineers, a number Marc Benioff said in May 2026 had stayed mostly flat for about two years because AI made engineers more efficient, and Miguel Milano said Salesforce had about 15,000 account executives in Aug 2026. Salesforce AI Research, led by Silvio Savarese, builds Salesforce's own models, and the Digital Enterprise Technology organization pilots internal agents for about 75,000 employees.
Reporting lines
Chair and CEO
Operations and Finance
Robin Washington, President and Chief Operating and Financial Officer
Covers enterprise planning, finance, human resources, investor relations, legal and revenue operations, per her Salesforce biography
Employee Success
Runs Employee Agent and Manager Agent; line inferred from Robin Washington's remit, not published
Chief Operating Officer
Miguel Milano
Customer-facing growth, including about 15,000 account executives (Aug 2026)
Enterprise and AI Technology
Joe Inzerillo, President
Slack, Experience and Digital Enterprise Technology; leads Customer Zero; line to the CEO inferred from the executive team listing
Salesforce on Salesforce Technology (DET)
Andy White, SVP
Pilots internal agents, including the TechForce IT agent, for about 75,000 employees; Liz Aloisi manages the agent portfolio
Platform and Engineering
Rohan Kumar, President and Chief Platform and Engineering Officer
About 15,000 engineers; took over engineering from Srini Tallapragada on Aug 6, 2026
Product Engineering and Research
Muralidhar Krishnaprasad, President and CTO
Reporting line not published; title from his Sep 2026 byline
Salesforce AI Research
Silvio Savarese, EVP and Chief Scientist
Line inferred from Muralidhar Krishnaprasad's title, not published
Trust and Infrastructure
Meir Amiel, President
Hyperforce, infrastructure and security; the FY2026 Form 10-K put the Chief Infrastructure and Trust Officer under the Chief Engineering and Customer Success Officer, with the CISO below; the line after Aug 2026 is inferred
Office of Ethical and Humane Use
Announced by Marc Benioff in 2018; reporting line not published
Salesforce has not published most reporting lines below its executive team; the lines shown are inferred from titles and remits, except that the FY2026 Form 10-K put the Chief Infrastructure and Trust Officer under the Chief Engineering and Customer Success Officer, the role Srini Tallapragada left in Aug 2026. Salesforce's leadership page, checked Oct 31, 2026, lists Joe Inzerillo and Rohan Kumar on the executive team but not Muralidhar Krishnaprasad, whose Sep 9, 2026 byline gives his title as President and CTO, Product Engineering and Research.
Where the AI workforce sits
Engineering, including AI Research
Estimate: about 15,000 engineers (Marc Benioff, May 2026) against 83,334 employees (Jan 2026); Salesforce does not break out AI or machine learning staff.
~18%Account executives
Estimate: about 15,000 account executives (Miguel Milano, Aug 2026), the function Salesforce says it is still growing.
~18%Customer support
Estimate: about 5,000 support staff after AI agents took on about half of customer interactions (Marc Benioff, Sep 2025).
~6%All other functions
Estimate by subtraction; the inputs come from different dates between Sep 2025 and Aug 2026.
~58%
Named people
Use cases
Salesforce has not published a count of its internal AI use cases; its internal agents climbed into the hundreds after Agentforce arrived, and Salesforce has since cut back to fewer, better-built agents (Jul 2026). Salesforce has published business returns for two internal uses: the Help Agent in customer support, which Joe Inzerillo said took about $100 million out of support costs (Oct 2025), and agentic coding, which Robin Washington said doubled the features and code shipped year over year (May 2026). Salesforce lists Customer Zero productivity among its margin levers but has published no firm-level dollar figure for its internal AI.
| Use case | Area | Status | ROI |
|---|---|---|---|
| Help Agent on help.salesforce.com Agentforce answers customers on Salesforce Help and on the 1-800-NO-SOFTWARE support line in seven languages and hands harder cases to support engineers; it passed 5 million conversations by Aug 2026, with 64% resolved without a person. | Customer support | In production | About $100 million taken out of support costs, with satisfaction as good or better (Oct 2025)Source |
| Agentic coding About 15,000 Salesforce engineers use Anthropic's Claude Code as their primary coding agent, with token limits removed in 2026, alongside OpenAI's Codex and shared skill libraries; a 30-day pilot with more than 200 engineers in about 44 teams in Mar 2026 preceded the full rollout. | Engineering | In production | Features and code shipped doubled year over year, engineering headcount flat, credited to AI (May 2026)Source |
| Code migrations with agent loops A Salesforce product team used a rule-based framework built with Claude to migrate 33 API endpoints to a cloud-native architecture in 13 days, work Salesforce estimated at about 231 person-days done the traditional way (May 2026). | Engineering | In production | |
| Employee Agent Employee Agent answers HR questions in Slack, books rooms and meetings, suggests internal jobs and handles about 18,000 employment verification requests a year; 97.7% of sessions end without a ticket, and Tier 1 HR case volume fell 20% year over year across 103,000 cases (Aug 2026). | Human resources | In production | |
| Manager Agent Manager Agent gives Salesforce managers one entry point in Slack for HR information, employee issues, coaching, survey analysis, performance reviews and promotions; every manager used it by May 2026. | Human resources | In production | |
| TechForce IT support agent The TechForce Agent resolves IT requests for about 75,000 Salesforce employees, from knowledge questions to lost and stolen devices, and its customer satisfaction score rose from 76% to 90% over 18 months (Jul 2026). | IT | In production | |
| Slackbot Slackbot, built on Anthropic's Claude, searches Slack and connected systems and acts for Salesforce employees; Robin Washington called it the fastest-adopted AI tool in Salesforce's history (May 2026). | Firmwide | In production | |
| SDR agent for dormant leads An Agentforce sales development agent contacts inbound leads Salesforce's sellers never reached; it had worked more than 43,000 leads and generated $1.7 million of new pipeline by Sep 2025, and Marc Benioff said agents qualified about 50,000 leads in one week in Feb 2026. | Sales | In production | |
| Piper on salesforce.com Piper, the inbound sales agent Salesforce gained by acquiring Qualified, qualifies visitors on salesforce.com and engaged 50% of site traffic in May 2026. | Sales | In production | |
| Account briefs in Slack A Sales Agent in Slack writes research briefs for Salesforce sellers with account information, deal history, pricing and competitive intelligence. | Sales | In production | |
| Deputy CRO agents and Claudeforce Agents Salesforce built on Anthropic's Claude review pipeline and flag risk in each business, and Claudeforce, which brings Salesforce data into Claude, went to many executives in mid-2026 and is rolling out to the whole company (Aug 2026). | Sales and executive management | Pilot | |
| Koa for employee engagement Salesforce uses Koa, its own CRM reasoning model, internally for employee engagement, including an internal Slack agent that helps employees find information and complete everyday tasks (Sep 2026). | Firmwide | In production |
Adoption
Salesforce spread AI internally in waves: Agentforce on its help site from Oct 2024, Manager Agent from May 2025, AI coding tools that passed 90% adoption across six engineering clouds in Jun 2025, Employee Agent from Aug 2025 and Slackbot from Jan 2026. Salesforce said 86% of employees used agents in Slack and 99% of its global workforce used internal agents in Sep 2025, without saying how often. Later figures are per tool: Manager Agent reached every manager by May 2026, Employee Agent passed 80% organic adoption and 300,000 conversations by Aug 2026, about 15,000 engineers moved to agentic coding in 2026, and Robin Washington's estimate of Slackbot's annualized time savings rose from 3.8 million hours in May 2026 to 8.1 million in Aug 2026.
By the numbers
Rollout, first pilot to today
Nov 2023
Salesforce said it would expand its use of AWS compute, storage, data and AI through Hyperforce and make Amazon Bedrock models available through its trust layer.
Oct 2024
Salesforce launched Agentforce on help.salesforce.com after a four-week pilot with 200 authenticated users.
Feb 2025
Marc Benioff said Salesforce would hire no new engineers in 2025, citing a 30% productivity increase in engineering.
May 2025
Salesforce introduced Manager Agent, which gives managers one entry point in Slack for HR tasks and team insights.
Jun 2025
Salesforce engineering reported more than 90% adoption of AI coding tools, led by Cursor and the internal CodeGenie, across six engineering clouds within three weeks.
Aug 2025
Salesforce introduced Employee Agent to answer employees' HR questions in Slack.
Sep 2025
Marc Benioff said Salesforce's support staff had fallen from about 9,000 to about 5,000 as AI agents took on half of customer interactions.
Sep 2025
Salesforce said 99% of its global workforce used internal agents and 86% used agents in Slack after a year of Agentforce.
Oct 2025
Joe Inzerillo said Agentforce had taken about $100 million out of Salesforce's support costs.
Oct 2025
Salesforce said it was deploying Anthropic's Claude Code across its global engineering organization.
Jan 2026
Salesforce made Slackbot generally available after using it internally as Slackbot's customer zero.
Mar 2026
Salesforce ran a 30-day agentic coding pilot with more than 200 engineers in about 44 teams across 10 product clouds.
May 2026
Salesforce rolled Claude Code out to all engineers as its primary agent and removed token limits.
Aug 2026
Marc Benioff released Claudeforce to many Salesforce executives, and Miguel Milano said it is rolling out to the whole company.
Sep 2026
Salesforce said agentic coding had scaled to about 15,000 engineers and that it uses its own Koa model internally.
Economics & controls
Spend and ROI
Technology spending
Salesforce does not disclose a technology or AI budget. Salesforce spent $5.99 billion on research and development in fiscal 2026, which ended Jan 31, 2026, about 15% of its $41.5 billion revenue, and expects research and development to stay consistent as a share of revenue as it invests in AI and agents (FY2026 Form 10-K). Salesforce recorded $586 million of restructuring costs in fiscal 2026, mainly for employee transitions, severance and select data center exits.
What AI itself costs
Marc Benioff said in May 2026 that Salesforce will probably spend about $300 million on Anthropic tokens in 2026, mostly for coding, that Salesforce also spends a lot with OpenAI, and that Salesforce absorbs its internal token use into its margins. Salesforce removed token limits for engineers in 2026, and Muralidhar Krishnaprasad said in Sep 2026 that automatic context compaction cut all-engineering token spend over three weeks and that optimized prompting cut tokens by 70% or more in some cases. Salesforce has not published its total internal AI spend.
Reported ROI
Salesforce's published internal dollar return is in support: Joe Inzerillo said in Oct 2025 that Agentforce took about $100 million of cost out of the support function with customer satisfaction as good or better, and Marc Benioff said in Sep 2025 that support costs had fallen 17% since around the start of 2025. Robin Washington said in May 2026 that AI coding tools doubled the features and code Salesforce shipped year over year, and Salesforce's Sep 2026 Investor Day listed productivity from Customer Zero among its levers for margin expansion. Salesforce's FY2026 Form 10-K says sales and marketing and general and administrative costs may fall as a share of revenue as it uses AI and agents, but Salesforce has published no firm-level dollar figure for its internal AI.
Productivity markers
Salesforce reports most internal gains as time or output. Work items completed per developer rose 90.5% and pull requests merged per developer 88.1% year over year in Jul 2026, by Salesforce's internal measures, while total incidents fell 5% (May 2026). Robin Washington put Slackbot's annualized time savings at 8.1 million hours in Aug 2026, Manager Agent gave managers back 57,000 hours in its first year (May 2026), and Agentforce in Slack gave teams 500,000 hours back in 2025 (Sep 2025). Salesforce has not converted these hours into cost or headcount figures.
Headcount
Salesforce had 83,334 employees at Jan 31, 2026, up from 76,453 a year earlier, a year in which its acquisition of Informatica closed. Marc Benioff said in May 2026 that engineering had stayed mostly flat at about 15,000 for two years because AI made engineers more efficient, that Salesforce was not hiring more engineers or general and administrative staff, and that headcount growth came mostly in sales. Business Insider reported cuts of fewer than 1,000 roles in Feb 2026 in marketing, project management, data analytics and Agentforce teams, and Benioff said in Apr 2026 that Salesforce is hiring 1,000 new graduates and interns to build its AI products.
Governance and risk
Data handling for internal agents
Salesforce's Employee Agent keeps employee data under zero data retention with toxicity detection and audit logging, and shows each employee only what their own permissions allow (Aug 2026). Marc Benioff said in Aug 2026 that Salesforce began engineering zero data retention in 2023 and audits it, and Anthropic's Claude runs on Amazon Bedrock inside Salesforce's virtual private cloud. Slack hosts its models so the model providers cannot reach customer data, and Slack does not train large language models on customer data.
Release rings and accuracy gates
Salesforce's Customer Zero teams deploy internal agents in release rings that start with a few hundred employees, inspect every interaction with Agentforce Observability, and expand an agent to the full employee population only after it reaches 70% accuracy against the human baseline (Jul 2026). Salesforce keeps sensitive HR matters such as bereavement support and hiring decisions with people, not agents (Aug 2026).
Office of Ethical and Humane Use
Salesforce's Office of Ethical and Humane Use, announced by Marc Benioff in 2018 and led by Paula Goldman, uses a risk assessment framework, consequence scanning training and an advisory council to review Salesforce's AI products before they ship.
Coding agents and security
Srini Tallapragada wrote in May 2026 that Salesforce built security guardrails and quality standards into its agentic coding workflow, and Engineering 360 recorded a 5% fall in incidents as pull requests rose. Tallapragada also listed security among the problems still unsolved, because agents acting on systems raise the cost of misconfigurations, along with context management in long sessions and how junior engineers will learn.
Disclosed risks
Salesforce's FY2026 Form 10-K says that adopting AI in its products, services and internal systems may introduce new security, data governance and operational risks, that AI may produce inaccurate, biased or unsafe output, and that attackers are using generative and agentic AI to scale cyberattacks. Salesforce's board oversees cybersecurity through a dedicated Cybersecurity and Privacy Committee, which hears from the Chief Infrastructure and Trust Officer and the Chief Information Security Officer.
Recent signals
Sep 16, 2026
Salesforce's Investor Day at Dreamforce listed driving productivity with Customer Zero among the levers behind its margin expansion.
Sep 15, 2026
Salesforce unveiled Koa, a CRM reasoning model post-trained from NVIDIA's Nemotron 3 Super, and Rohan Kumar said Salesforce already uses it internally for employee engagement.
Sep 15, 2026
Salesforce said Hyperforce on Google Cloud was carrying live customer traffic, with general availability in North America in Nov 2026.
Sep 9, 2026
Muralidhar Krishnaprasad said agentic coding had scaled to about 15,000 Salesforce engineers, with work items completed per developer up 90.5% year over year in Jul 2026.
Aug 27, 2026
Salesforce said Employee Agent ran more than 300,000 conversations in its first year, with organic adoption past 80% and tier 1 HR case volume down 20%.
Aug 26, 2026
Robin Washington said the Help Agent passed 5 million conversations with 64% resolved autonomously and Slackbot drove 8.1 million hours of annualized gains; Miguel Milano said Claudeforce is rolling out company-wide, and Anthropic CEO Dario Amodei said on the call that Salesforce is a big user of Claude Code.
Aug 5, 2026
Salesforce said Srini Tallapragada would step down as President and Chief Engineering and Customer Success Officer on Aug 6, 2026; Rohan Kumar, who joined from Microsoft in Jun 2026, took over engineering, and Miguel Milano became Chief Operating Officer.
Jul 22, 2026
Salesforce described its Customer Zero piloting process, including the TechForce IT agent for about 75,000 employees and a 70% accuracy gate before an agent reaches every employee.
May 27, 2026
Robin Washington said AI coding tools doubled the features and code Salesforce shipped year over year, and Srini Tallapragada said Salesforce had rolled Claude Code out to all engineers and removed token limits.
May 21, 2026
Salesforce said every manager used Manager Agent and that managers reclaimed 57,000 hours in its first year.
May 15, 2026
Marc Benioff said on the All-In podcast that Salesforce will probably spend about $300 million on Anthropic tokens in 2026, mostly for coding.
Apr 27, 2026
Marc Benioff said Salesforce is hiring 1,000 new graduates and interns to build Agentforce and Headless 360, after cuts of fewer than 1,000 roles in Feb 2026.
Feb 25, 2026
Marc Benioff said Salesforce's agents qualified about 50,000 leads in one week, and Robin Washington described Salesforce becoming a lean agentic enterprise as its own Customer Zero.
Jan 13, 2026
Salesforce made Slackbot generally available, and Andy White said Salesforce had been Slackbot's customer zero.
Quick answers
- How does Salesforce deploy AI?
- Salesforce deploys AI by running its own products on itself first, a program it calls Customer Zero: Agentforce answers customers on its help site, and employee agents in Slack handle HR, IT and manager work. About 15,000 Salesforce engineers moved to agentic coding on Anthropic's Claude Code in 2026. Salesforce said 99% of its workforce used internal agents in Sep 2025, and credits Agentforce with taking about $100 million out of support costs as support staff fell from about 9,000 to about 5,000.
- What does Salesforce use AI for?
- Salesforce has not published a count of its internal AI use cases; its internal agents climbed into the hundreds after Agentforce arrived, and Salesforce has since cut back to fewer, better-built agents (Jul 2026). Salesforce has published business returns for two internal uses: the Help Agent in customer support, which Joe Inzerillo said took about $100 million out of support costs (Oct 2025), and agentic coding, which Robin Washington said doubled the features and code shipped year over year (May 2026). Salesforce lists Customer Zero productivity among its margin levers but has published no firm-level dollar figure for its internal AI.
- Who leads AI at Salesforce?
- AI at Salesforce is led by Joe Inzerillo (President, Enterprise and AI Technology); Rohan Kumar (President and Chief Platform and Engineering Officer); Srini Tallapragada (Special Advisor to the CEO; former President and Chief Engineering and Customer Success Officer). Ownership of AI on the org chart: President Joe Inzerillo (Enterprise and AI Technology), on the executive team; Rohan Kumar runs engineering.
- What AI platform does Salesforce use?
- Salesforce runs its own products on itself before customers get them, under a program it calls Customer Zero: Agentforce on help.salesforce.com since Oct 2024, Employee, Manager and TechForce agents in Slack, and Slackbot since Jan 2026.
- Which AI models does Salesforce use?
- Salesforce's Agentforce offers OpenAI, Anthropic and Google models plus Salesforce's own, including Koa (Sep 2026); its engineers standardized on Anthropic's Claude Code in 2026 and also use OpenAI's Codex, and Marc Benioff expects about $300 million of Anthropic tokens in 2026.
- How many Salesforce employees use AI?
- Salesforce said 99% of its workforce used internal agents and 86% used agents in Slack in Sep 2025; every manager used Manager Agent by May 2026, and Employee Agent passed 80% organic adoption by Aug 2026.
- How far has AI spread at Salesforce?
- Salesforce sits at Scaling. Salesforce credits AI with business returns in two functions: Joe Inzerillo said Agentforce took about $100 million of cost out of support (Oct 2025), and in May 2026 Robin Washington said AI coding tools doubled the features and code shipped year over year while Marc Benioff said engineering headcount had stayed flat at about 15,000 because of AI. Salesforce also reports a company-wide rollout: 99% of its global workforce used internal agents in Sep 2025, under the Customer Zero program led by Joe Inzerillo, President, Enterprise and AI Technology. Salesforce is not Embedded because it has published no firm-level figure for what its internal AI saves or earns, saying only that Customer Zero productivity is among its margin levers (Sep 2026), and because the 99% figure counts reach, not weekly use.
Open questions
- How much does Salesforce spend on AI for its own operations, beyond Marc Benioff's projection of about $300 million of Anthropic tokens in 2026, and what does it pay OpenAI?
- Which models power Salesforce's internal agents, such as the Help Agent, Employee Agent and TechForce Agent, where do the OpenAI models it uses run, and how much internal work now runs on its own Koa model?
- What firm-level financial effect does Salesforce credit to its internal AI, given that it lists Customer Zero productivity among its margin levers (Sep 2026) and says Customer Zero efficiency partly funds its fiscal 2027 investments (Feb 2026) without giving a figure?
- How often do Salesforce employees use AI, given that the 99% figure from Sep 2025 counts reach and Salesforce has published no weekly or daily usage rate?
- Does the roughly $100 million cut in support costs (Oct 2025) net out the cost of running Agentforce, and has Salesforce updated the figure since?
- What business return do the SDR agent, Piper, Manager Agent, the TechForce Agent and Slackbot deliver beyond hours saved and pipeline, and how much of the $1.7 million of pipeline from dormant leads closed as revenue?
- Why do Salesforce's Help Agent resolution figures differ, nearly 70% in its Jul 2026 article against 64% on the Aug 2026 earnings call?
- How many of the roughly 4,000 support roles Salesforce stopped filling were redeployed rather than cut, and has support headcount changed since Sep 2025?
- How do Joe Inzerillo's Enterprise and AI Technology group and Rohan Kumar's engineering organization divide ownership of internal AI after the Aug 2026 changes, and where do Muralidhar Krishnaprasad and Salesforce AI Research report?
- How is Salesforce's Effective Output score measured, and has anyone outside Salesforce reviewed the per-developer output gains it reports?
- Will engineering headcount stay flat at about 15,000 as Salesforce hires 1,000 new graduates and interns to build its AI products?
Sources
Salesforce
- Customer Zero story collection
- Agentforce Customer Zero: Agentforce on Salesforce Help
- The world's largest agentic AI deployment? Salesforce is running it on itself (Jan 16, 2025)
- Joe Inzerillo: What we learned from our first year using Agentforce (Sep 18, 2025)
- Salesforce on Salesforce: your quick guide to Dreamforce (Sep 23, 2025)
- More than 50,000 hours back: a year of Manager Agent (May 21, 2026)
- Srini Tallapragada: Pioneering the agentic shift within Salesforce Engineering (May 27, 2026)
- How Salesforce pilots its own software (Jul 22, 2026)
- Andy Valenzuela: 1 year, 70,000 users, what Salesforce learned from Employee Agent (Aug 27, 2026)
- Muralidhar Krishnaprasad: Pioneering Salesforce Engineering's agentic shift, part 2 (Sep 9, 2026)
- Salesforce Engineering: How Salesforce Engineering operationalized AI productivity at scale (Jun 23, 2025)
- Salesforce announces the general availability of Slackbot (Jan 13, 2026)
- Slack: Customer Zero at scale, how Salesforce uses Agentforce in Slack
- Slack Engineering: How we built Slack AI to be secure and private (Apr 2024)
- Anthropic and Salesforce expand strategic partnership (Oct 14, 2025)
- Salesforce and OpenAI partner across enterprise work and commerce (Oct 14, 2025)
- Salesforce and Google Cloud unify infrastructure and agents (Sep 15, 2026)
- How Salesforce is building a culture of responsible technology
- Salesforce leadership
- Robin Washington, President and Chief Operating and Financial Officer, biography
- Joe Inzerillo, President, Enterprise and AI Technology, biography
- Rohan Kumar, President and Chief Platform and Engineering Officer, biography
- Salesforce AI Research leadership
- Salesforce appoints Robin Washington as President and Chief Operating and Financial Officer (Feb 5, 2025)
Filings and investor materials
- Salesforce Form 10-K for fiscal 2026 (year ended Jan 31, 2026)
- Salesforce Form 10-K for fiscal 2025 (year ended Jan 31, 2025)
- Form 8-K: Srini Tallapragada steps down (Aug 5, 2026)
- Investor Day at Dreamforce 2026 presentation, Form 8-K exhibit (Sep 16, 2026)
- Q2 FY2027 earnings call transcript (Aug 26, 2026)
- Q1 FY2027 earnings call transcript (May 27, 2026)
- Q4 FY2026 earnings call transcript, MarketBeat (Feb 25, 2026)
Partners
News
- CIO.com: Salesforce airs lessons learned as Agentforce customer zero (Oct 3, 2025)
- Diginomica: Being customer zero, Salesforce's first Chief Digital Officer on agentic AI (Sep 2025)
- Fortune: Benioff says Salesforce cut 4,000 customer support roles as AI steps in (Sep 2, 2025)
- The Register: Salesforce plans no new engineer hires in 2025, citing AI coding tools (Feb 27, 2025)
- The Decoder: Salesforce releases new AI Slackbot based on Anthropic's Claude (Jan 13, 2026)
- Fortune: Benioff says Salesforce is hiring 1,000 new grads (Apr 27, 2026)
- Business Insider via Yahoo Finance: Benioff expects about $300M of Anthropic tokens (May 15, 2026)
- Fortune: Benioff says Salesforce is still hiring in one department, sales (May 28, 2026)
- The Decoder: Salesforce claims AI agents cut a 231-day migration to 13 days (May 30, 2026)
- CNBC: Salesforce promotes Miguel Milano to operating chief (Aug 5, 2026)
- ITPro: Salesforce and Nvidia launch Koa, a CRM reasoning model (Sep 15, 2026)
- CIO.com: Salesforce and Nvidia unveil a CRM reasoning model (Sep 15, 2026)
- Calcalist: Meir Amiel, Salesforce
Data confidence
- Confirmed
- Stated in a primary or reputable public source.
- Estimated
- Derived or approximated from public reporting.
- Unconfirmed
- Reported, but not yet corroborated.
Salesforce profile · Enterprise AI diffusion report by Imagine · facts checked against their sources on Oct 31, 2026
