Verified
Intuit
Piloting- Financial software
- ~18,600 employees (Jul 2026)
- Own GenOS AI platform
- OpenAI and Anthropic deals
- 39% more code per developer
Intuit deploys AI internally on GenOS, the generative AI platform it built in 2023, which gives its developers Intuit's own financial language models alongside commercial models from OpenAI, Anthropic and Amazon. Intuit engineers use AI coding tools, including Anthropic's Claude Code since Feb 2026, and Intuit credits generative AI with 39% more code delivered per developer (Dec 2025). Employees use ChatGPT Enterprise, Gemini and Glean, and AI agents triage support work beside thousands of AI-enabled tax and bookkeeping experts.
intuit.comTheir approach to AI
- The platform
- Intuit runs its AI work on GenOS, a generative AI operating system it announced in Jun 2023: GenStudio for testing models, GenRuntime for grounding them in Intuit data, GenUX components, GenSRF guardrails and, since Jun 2025, an Agent Starter Kit for building agents.
- The models
- Intuit uses its own financial language models, built from open-source models, beside commercial models from OpenAI (a contract worth more than $100 million, Nov 2025), Anthropic and Amazon; Alex Balazs said in Sep 2026 that Intuit has integrated more than 60 large language models.
- The reach
- Ivan Lazarov said in Dec 2025 that a majority of Intuit's workforce uses AI tools such as ChatGPT Enterprise, Gemini and Glean on a regular basis; Intuit has published no user count, and Claude Code has been deployed across engineering since Feb 2026.
- The catch
- Intuit's only return credited to AI in the last 18 months is engineering output; its dollar efficiency figures are a Mar 2025 run-rate and a fiscal 2026 expectation credited to AI and automation together, and Sasan Goodarzi said the May 2026 cut of 17% of staff was not about AI.
Snapshot
- Employees
- ~18,600
- Jul 31, 2026, in 7 countries, during a cut of about 17% of full-time staff announced in May 2026
- R&D spending
- $3.38B (FY2026)
- Up from $2.93B in fiscal 2025; no separate technology or AI budget disclosed
- AI/ML headcount
- A few hundred in Intuit Foresightest.
- The combined AI and futures team (Dec 2025); about 8,000 people worked under the CTO in Mar 2024
- Who owns AI
- Ashok Srivastava, Chief AI Officer
- Since summer 2025; Alex Balazs, EVP and CTO, leads engineering, data science, IT and security
- Platform
- GenOS, built in-house
- Announced Jun 2023; agent tooling added Jun 2025
- Models
- Own financial LLMs, OpenAI, Anthropic, Amazon
- More than 60 large language models integrated (Alex Balazs, Sep 2026)
- Reach
- Majority of the workforceest.
- Uses AI tools on a regular basis, per Ivan Lazarov (Dec 2025); no count published
- Use cases
- 3,500 generative AI use cases
- Internal and external, fiscal 2025 (Fortune, Dec 2025)
Key findings
Intuit credits generative AI tools with 40% faster average coding and 39% more code delivered per developer, Ashok Srivastava told Fortune in Dec 2025, and Alex Balazs said at the Sep 2026 Investor Day that 70% of Intuit's code pull requests were delivered by AI.
Intuit built its own generative AI platform, GenOS, announced in Jun 2023, with its own financial language models; more than 900 Intuit technologists downloaded its Agent Starter Kit at a spring 2025 hackathon and built hundreds of agents within 5 weeks.
Intuit signed a multi-year contract worth more than $100 million with OpenAI in Nov 2025 that covers ChatGPT Enterprise for employees, and in Feb 2026 said it was deploying Anthropic's Claude Code across its engineering organization.
Sandeep Aujla said in Mar 2025 that AI was on track to deliver nearly $90 million of annualized efficiencies in fiscal 2025, and Intuit's Sep 2025 Investor Day expected $135 million or more in fiscal 2026 from AI and automation together; Intuit has published no realized figure since.
Intuit announced in May 2026 that it would cut about 17% of its full-time workforce, about 3,000 roles, at an estimated cost of $315 million, and Sasan Goodarzi told analysts the cut had nothing to do with AI.
Where Intuit sits
- Stage
- Piloting
Intuit has reported one return it credits to AI in the last 18 months, which places it in Piloting: Ashok Srivastava told Fortune in Dec 2025 that generative AI tools gave Intuit's technology teams 40% faster average coding and 39% more code delivered per developer, figures Ivan Lazarov also gave Bain that month, and Alex Balazs said at the Sep 2026 Investor Day that coding velocity rose 40% in the first 90 days of Intuit's product-development overhaul. Intuit's other internal figures do not qualify: AI-resolved support chats and TurboTax experts spending about 20% less time per return measure workload and time, the nearly $90 million of annualized efficiencies Sandeep Aujla cited in Mar 2025 predates the window and was a run-rate during the year, and the $135 million or more expected for fiscal 2026 was a forecast credited to AI and automation together. On rollout, Intuit says a majority of its workforce uses AI tools but has published no user count. Intuit falls short of Scaling because it has no AI-credited return in a second function and no firm-level AI figure: its earnings calls cite continued AI efficiencies without an amount, and Sasan Goodarzi said the May 2026 workforce cut had nothing to do with AI.
How the stages are defined - Ownership
- Chief AI Officer Ashok Srivastava (Intuit Foresight); CTO Alex Balazs runs technology, data science, IT and security
- Platform
- Hybrid: Own GenOS platform and financial LLMs; coding agents and employee assistants bought
- Models
- Intuit's own financial LLMs plus OpenAI, Anthropic, Amazon Nova and other commercial models
- Hosting
- Mostly AWS (since 2013) and Google Cloud; GenOS built with AWS services including Amazon Bedrock and SageMaker; no Intuit data center named; where OpenAI models and Claude Code run is not disclosed
- Reach
- A majority of employees use AI tools regularly (Dec 2025); no count published
How they deploy
One platform for every builder
Intuit builds AI on GenOS, a generative AI operating system it announced in Jun 2023 so its developers could use one set of tools, data and guardrails. Intuit's Jun 2025 release added an Agent Starter Kit, planning and reasoning services and prompt translation across models, and said thousands of Intuit technologists use GenOS to design, build and deploy agents. Intuit reported that more than 900 technologists downloaded the kit during its spring 2025 Global Engineering Days and built hundreds of agents within 5 weeks.
AI-native software development
Intuit has moved its engineers toward AI-written code. Intuit's engineering teams found that off-the-shelf coding assistants did not know Intuit's APIs and standards, so Intuit built curated golden repositories that feed Intuit context into code generation from any vendor, according to an Intuit engineering case study summarized by ZenML. Intuit announced in Feb 2026 that it was deploying Anthropic's Claude Code across its engineering organization, and Alex Balazs said in Sep 2026 that 70% of Intuit's code pull requests were delivered by AI.
AI agents paired with human experts
Intuit pairs AI with its network of thousands of AI-enabled tax and bookkeeping experts, and its FY2026 Form 10-K says AI agents are embedded in Intuit's customer success operations to triage issues, automate routine tasks and surface insights beside human experts. Sasan Goodarzi said in May 2025 that AI cut the time TurboTax experts spent preparing a full-service return by about 20%. Sandeep Aujla said in Mar 2025 that Intuit pays its experts by the hour, so automating their tasks goes straight to profit.
AI in every function
Intuit runs an initiative called How Intuit Works, led by Ivan Lazarov, Vice President of Technology, to redesign work across functions with AI. Lazarov told Bain in Dec 2025 that a center of excellence with dedicated staff uses a Bain playbook to pick the roles with the most to gain, that People and Places, business operations, marketing, finance and legal teams received hands-on training, and that nontechnical staff have been given AI code-assist tools.
Model choice, data kept on Intuit's platform
Intuit treats commercial language models as interchangeable parts behind its own data and models. Sandeep Aujla said in Mar 2025 that language models are going to be the fastest depreciating assets, and Sasan Goodarzi said in Feb 2026 that most of Intuit's AI capability is knowledge engineering and machine learning, with Intuit's own financial language models and human experts on top. Intuit says no customer data or domain expertise is shared with OpenAI or Anthropic under its partnerships.
- Deployment model
- Intuit's AI work sits in its technology organization, led by Alex Balazs, Executive Vice President and Chief Technology Officer, who oversees product and platform engineering, data science, information technology and information security. Ashok Srivastava, Senior Vice President and Chief AI Officer since summer 2025, merged the AI unit with Intuit's futures team into Intuit Foresight, a few hundred AI scientists, engineers and product managers in the US, Israel and India who build models and capabilities that Intuit's developers then ship. Ivan Lazarov's How Intuit Works initiative and its center of excellence carry AI into non-engineering functions, with functional leaders accountable for results, and the customer success organization under Sarah Kim, Executive Vice President and Chief Customer Success Officer, runs the AI agents in Intuit's support operations.
- Model providers
- Intuit uses its own financial large language models, which Ashok Srivastava's team built from open-source models for accuracy at low latency (Dec 2025), alongside commercial models in GenOS's GenStudio catalog. OpenAI is the largest named provider: Intuit has used OpenAI models in GenOS since 2023 and signed a multi-year contract worth more than $100 million in Nov 2025 to deepen its use of OpenAI's frontier models and keep ChatGPT Enterprise for employees. Intuit used Anthropic's Claude through Amazon Bedrock for TurboTax tax explanations in the 2024 tax season and is deploying Claude Code across engineering (Feb 2026); Intuit's TurboTax team used Claude to translate the 2025 tax law into Intuit's proprietary tax language. GenStudio added Amazon Nova through Amazon Bedrock in Jun 2025, employees also use Google's Gemini and Glean (Dec 2025), and Alex Balazs said in Sep 2026 that Intuit has integrated more than 60 large language models.
- Data and infrastructure
- Intuit uses public cloud providers, such as Amazon Web Services and Google Cloud Platform, for most of the systems, networks and databases behind its online offerings, and relies primarily on 2 third-party public cloud providers for hosting (FY2026 Form 10-K). AWS says Intuit has used it since 2013, describes an all-in cloud approach, and lists Intuit's use of Amazon SageMaker to fine-tune foundation models, Amazon Bedrock for Claude, and Amazon Connect for its customer contact center. AWS said in Jun 2025 that Intuit integrates GenOS with AWS native services. Intuit does not name a data center of its own for AI, and has not said where the OpenAI models in its contract or Claude Code run. Intuit holds 580,000 customer and financial attributes per small business and 60,000 per consumer, and runs 60 billion machine learning predictions a day (Jun 2025).
Platforms and internal tools
GenOSJun 2023
GenOS is Intuit's generative AI operating system, built in-house: GenStudio is a sandbox for testing Intuit's own and commercial models, GenRuntime grounds models in Intuit data and calls forecasting and recommendation models, GenUX offers more than 150 interface components, and GenSRF adds guardrails against prompt injection and data leakage. Intuit added an Agent Starter Kit, an evaluation service and prompt translation across models in Jun 2025.
- Users
- Thousands of Intuit technologists (Jun 2025)
- Models
- Intuit financial LLMs, OpenAI, Anthropic, Amazon Nova and other commercial models
Intuit financial large language modelsJun 2023
Intuit trains its own financial language models for tax, accounting, cash flow and personal finance. Ashok Srivastava said in Dec 2025 that his team built foundational models from open-source models that are highly accurate with low latency, used in Intuit's accounting agent.
- Models
- Built from open-source models
AI coding tools and golden repositories
Intuit engineers write code with AI tools grounded in curated golden repositories of Intuit code, APIs and standards, so code from any vendor's model follows Intuit's patterns; Intuit's case study reported 56% faster pull request merges and 58% of AI-generated tests used unchanged. Intuit added Anthropic's Claude Code across engineering in Feb 2026.
- Users
- Intuit's engineering organization
- Models
- Anthropic Claude Code and other vendors' models
Employee AI tools
Intuit offers employees a menu of AI tools that includes ChatGPT Enterprise, Google's Gemini and Glean, an AI-focused intranet site for sharing how colleagues use AI, and AI code-assist tools for nontechnical staff, according to Ivan Lazarov (Dec 2025). Intuit renewed ChatGPT Enterprise under its Nov 2025 OpenAI contract.
- Users
- A majority of the workforce uses AI tools regularly (Dec 2025)
- Models
- OpenAI, Google Gemini
AI agents in customer success
Intuit's customer success operations use AI agents to triage issues, automate routine tasks and surface insights for human experts across channels (FY2026 Form 10-K), and Intuit's contact center runs on Amazon Connect. Intuit's Sep 2025 Investor Day reported that AI resolved 84% of product support chats, according to Quartr's summary of the event.
Tax code implementation tools2025
Intuit's TurboTax team built 2 tools while implementing the 2025 federal tax law: one generates TurboTax product screens from law changes, and a unit test framework pinpoints the failing code segment, explains it and lets developers fix it in place. General-purpose models parsed the 900-page bill and Claude translated it into Intuit's proprietary tax language (Apr 2026).
- Models
- ChatGPT, other general-purpose models and Anthropic Claude
Vendors and partners
OpenAI2023 (GenOS); Nov 2025 (contract worth more than $100 million)
Frontier models for Intuit's agents; ChatGPT Enterprise for employees · Intuit's Nov 2025 multi-year contract deepens its use of OpenAI's frontier models and continues ChatGPT Enterprise across the company; Intuit's apps also run inside ChatGPT.
Anthropic2024 (Claude through Amazon Bedrock); Feb 2026 (multi-year partnership)
Claude Code across engineering; Claude in TurboTax and in Intuit's tax-code work · Intuit said on Feb 24, 2026 that it was deploying Claude Code across its engineering organization, alongside a partnership for custom agents built with the Claude Agent SDK on Intuit's platform.
Amazon Web Services2013
Main cloud; Amazon Bedrock, SageMaker and Amazon Connect · AWS says Intuit has used it since 2013 and describes an all-in cloud approach; GenStudio added Amazon Nova through Amazon Bedrock in Jun 2025.
Google Cloud
Second public cloud; Gemini for employees · Intuit's FY2026 Form 10-K names Google Cloud Platform beside AWS, and Ivan Lazarov listed Gemini among employee AI tools (Dec 2025).
Glean
Enterprise AI search and assistant for employees · Listed by Ivan Lazarov among Intuit's employee AI tools (Dec 2025).
Bain & Company
Playbook for choosing roles to redesign with AI · Intuit's How Intuit Works center of excellence used a Bain playbook to find the enterprise roles with the most to gain (Dec 2025).
Leadership
AI, data and platform leaders
Executives
AI org map
Central technology organization under the CTO; a Chief AI Officer's team builds models and capabilities; a center of excellence spreads AI to other functions
Intuit runs AI from its technology organization: Alex Balazs, Executive Vice President and Chief Technology Officer, leads engineering, data science, information technology and security, and Ashok Srivastava, Senior Vice President and Chief AI Officer, leads Intuit Foresight, which builds the models and capabilities Intuit's developers use. Ivan Lazarov's How Intuit Works center of excellence carries AI into non-engineering functions, and the customer success and People & Places organizations own AI in support and in workforce change.
Intuit does not disclose an AI or machine learning headcount. Intuit had about 18,600 employees on Jul 31, 2026, plus about 12,300 seasonal staff on average from Jan to Apr, and about 8,000 people worked under the Chief Technology Officer in Mar 2024. Intuit Foresight, the AI and emerging technology team Ashok Srivastava formed in 2025, has a few hundred AI scientists, engineers and product managers, and Intuit's cybersecurity team had about 550 professionals on Jul 31, 2026.
Reporting lines
Chairman and CEO
Technology
Alex Balazs, EVP and Chief Technology Officer
Product and platform engineering, data science, IT and information security; line to the CEO inferred from the executive team listing
Intuit Foresight (AI and futures)
Ashok Srivastava, SVP and Chief AI Officer
A few hundred people (Dec 2025); reporting line not published, inferred from the CTO's data science remit
How Intuit Works center of excellence
Ivan Lazarov, Vice President of Technology
Redesigns work across functions with AI; reporting line not published
Information security and IT
Chief Information Security and Fraud Prevention Officer, also CIO
Cybersecurity team of about 550 professionals (Jul 2026); placed under the CTO per his Intuit biography
Consumer Group technology
Sarah Aerni, Vice President of Technology
TurboTax and Credit Karma technology; reporting line not published
Customer Success
Sarah Kim, EVP and Chief Customer Success Officer
Runs AI agents in support beside Intuit-employed and outsourced experts; line inferred from the executive team listing
People & Places
Caryl Hilliard, EVP and Chief People & Places Officer
Reports directly to the CEO (FY2026 Form 10-K)
Finance
Sandeep Aujla, EVP and Chief Financial Officer
Intuit has not published reporting lines below its executive team; the lines shown are inferred from titles and remits, except that the Chief People & Places Officer reports directly to the CEO (FY2026 Form 10-K). Intuit's leadership page lists Alex Balazs and Sarah Kim on the executive team but not Ashok Srivastava, and the FY2026 Form 10-K lists only 6 executive officers, none of them the CTO.
Where the AI workforce sits
Technology organization, including Intuit Foresight
Estimate: about 8,000 people under the CTO (Mar 2024) against about 18,600 employees (Jul 2026); the inputs are from different dates and Intuit does not break out AI staff.
~43%All other functions
Estimate by subtraction; excludes about 12,300 seasonal staff employed on average from Jan to Apr.
~57%
Named people
Use cases
Intuit has not published a count of its internal AI use cases; Intuit says its technologies produced 3,500 generative AI use cases inside and outside the company in fiscal 2025. Intuit has published one business return it credits to AI in its own operations: generative AI tools gave 39% more code delivered per developer (Dec 2025). Intuit reports its support, expert and tax-code gains as workload or time, and has published no firm-level figure for its internal AI in the last 18 months; its earnings calls cite continued AI efficiencies without an amount.
| Use case | Area | Status | ROI |
|---|---|---|---|
| AI-assisted and agentic coding Intuit engineers write code with AI tools grounded in Intuit's own code standards, with Anthropic's Claude Code deployed across engineering since Feb 2026; Alex Balazs said in Sep 2026 that 70% of code pull requests were delivered by AI and that coding velocity rose 40% with 31% fewer failures in the first 90 days of Intuit's product-development overhaul. | Engineering | In production | 39% more code delivered per developer, credited to generative AI tools (Dec 2025)Source |
| Agent development on GenOS Intuit developers build agents with GenOS's Agent Starter Kit; more than 900 technologists downloaded it at the spring 2025 hackathon and built hundreds of agents within 5 weeks. | Engineering | In production | |
| Incident resolution Intuit reported at its Sep 2025 Investor Day that AI cut incident resolution time by 69%, according to Quartr's summary of the event. | Engineering | In production | |
| Turning new tax law into TurboTax code Intuit's TurboTax team used language models to summarize and reconcile the 900-page 2025 federal tax law and Claude to translate it into Intuit's proprietary tax language, moving parsing and provision filtering from weeks to hours; Intuit said in Jun 2025 that AI agents automate the conversion of federal and state tax code updates into TurboTax, with human experts reviewing the result. | Tax content | In production | |
| AI agents in support AI agents triage issues, automate routine tasks and surface insights for Intuit's support staff across channels (FY2026 Form 10-K); Intuit reported that AI resolved 84% of product support chats (Sep 2025), and Sandeep Aujla said in Mar 2025 that done-for-you agents helped cut the TurboTax product support contact rate by 20%. | Customer success | In production | |
| AI-enabled experts Intuit's tax and bookkeeping experts work with AI that prepares much of a return; Sasan Goodarzi said in May 2025 that TurboTax full-service experts spent about 20% less time preparing a return and used the time to onboard customers. | Tax and bookkeeping experts | In production | |
| Employee AI tools and How Intuit Works Intuit employees use ChatGPT Enterprise, Gemini and Glean, and nontechnical staff use AI code-assist tools to automate their own work; How Intuit Works trained People and Places, business operations, marketing, finance and legal teams (Dec 2025). | Firmwide | In production | |
| Data entry automation in finance Intuit's finance organization uses AI knowledge engineering and machine learning to automate tasks such as data entry, Sandeep Aujla said in Mar 2025. | Finance | In production |
Adoption
Intuit spread AI through its developers first: GenOS gave them shared tools from Jun 2023, the Agent Starter Kit reached more than 900 technologists at the spring 2025 hackathon, and Claude Code went across engineering in Feb 2026, by which point Intuit said AI delivered 70% of code pull requests (Sep 2026). Outside engineering, Ivan Lazarov said in Dec 2025 that a majority of Intuit's workforce chooses to use AI tools regularly, and that more than half of the projects at Intuit's twice-yearly Global Engineering Days used generative AI. Intuit has published no count or weekly rate of employees using AI.
By the numbers
Rollout, first pilot to today
2013
Intuit began using Amazon Web Services, which now hosts most of its systems beside Google Cloud.
Jun 2023
Intuit introduced GenOS, its generative AI operating system, with custom-trained financial large language models.
Sep 2024
Intuit expanded GenOS with a catalog of commercial, open-source and proprietary models for developers in GenStudio.
Summer 2025
Ashok Srivastava became Chief AI Officer and merged the AI unit with the futures team into Intuit Foresight.
Mar 2025
Sandeep Aujla said AI was on track to deliver nearly $90 million of annualized efficiencies in fiscal 2025.
Jun 3, 2025
Intuit added an Agent Starter Kit to GenOS and said more than 900 technologists had used it to build hundreds of agents within 5 weeks.
Sep 18, 2025
Intuit's Investor Day reported 40% higher developer productivity from AI tools and expected $135 million or more of fiscal 2026 efficiencies from AI and automation, according to Quartr's summary.
Nov 18, 2025
Intuit signed a multi-year OpenAI contract worth more than $100 million that continues ChatGPT Enterprise across the company.
Feb 24, 2026
Intuit said it was deploying Anthropic's Claude Code across its engineering organization.
Sep 17, 2026
Alex Balazs said 70% of Intuit's code pull requests were delivered by AI and that Intuit was on pace to double development velocity.
Economics & controls
Spend and ROI
Technology spending
Intuit does not disclose a technology or AI budget. Intuit spent $3.38 billion on research and development in fiscal 2026, which ended Jul 31, 2026, 16% of its $21.4 billion revenue, up from $2.93 billion in fiscal 2025 (FY2026 Form 10-K), and says future research and development will focus on AI-enabled done-for-you experiences.
What AI itself costs
Intuit's largest disclosed AI commitment is its Nov 2025 multi-year contract with OpenAI, worth more than $100 million, which covers OpenAI models for Intuit's agents and ChatGPT Enterprise for employees. Sandeep Aujla said in Feb 2026 that Intuit's agent costs are minimal and mostly usage-based, and that automation efficiencies help offset its AI investment. Intuit has not disclosed what it pays Anthropic, Google, Glean or AWS for AI.
Reported ROI
Intuit's one recent return credited to AI is in engineering: generative AI tools gave 40% faster average coding and 39% more code delivered per developer (Dec 2025). Intuit's dollar figures do not meet that bar: Sandeep Aujla said in Mar 2025 that AI was on track for nearly $90 million of annualized efficiencies in fiscal 2025, and Intuit's Sep 2025 Investor Day expected $135 million or more in fiscal 2026 from AI and automation together, according to Quartr's summary; Intuit has not reported a realized fiscal 2026 figure. Intuit's fiscal 2026 earnings calls credited earnings growth partly to continued AI efficiencies without an amount, and its fiscal 2027 outlook expects margin expansion from the 2026 workforce changes and efficiency gains in how Intuit serves customers and works.
Productivity markers
Intuit reports most internal gains as time or volume. Alex Balazs said in Sep 2026 that coding velocity rose 40% with 31% fewer failures in the first 90 days of Intuit's product-development overhaul and that Intuit was on pace to double development velocity, Intuit reported in Sep 2025 that AI cut incident resolution time by 69% and resolved 84% of product support chats, TurboTax full-service experts spent about 20% less time per return (May 2025), and Intuit's tax team moved law parsing from weeks to hours (Apr 2026). Intuit has not converted these into cost or headcount figures.
Headcount
Intuit announced on May 20, 2026 that it would cut its full-time workforce by about 17%, about 3,000 of roughly 18,200 employees, close sites in Reno and Woodland Hills, and remove management layers and coordination-heavy roles; Intuit estimates the plan's cost at $315 million and recorded $293 million in fiscal 2026. Sasan Goodarzi told analysts that none of the cut had to do with AI, and Sandeep Aujla framed it around velocity and fewer management layers. Intuit reported about 18,600 employees on Jul 31, 2026 (FY2026 Form 10-K), and cut about 1,800 roles in 2024.
Governance and risk
Responsible AI principles and GenSRF
Intuit says it builds its AI under responsible AI principles covering fairness, accountability, transparency, privacy and security, and it is a member of the U.S. Artificial Intelligence Safety Institute Consortium set up by NIST. Intuit's GenOS includes GenSRF, guardrails against prompt injection and data leakage, and Intuit said in Jun 2025 that it was extending GenSRF with controls for the specific risks of AI agents.
Data stays on Intuit's platform
Intuit says customer data stays on its platform under its partnerships with OpenAI and Anthropic. Sandeep Aujla said in Nov 2025 that the data is the customer's and remains on Intuit's platform, and Intuit told investors in Feb 2026 that no data or domain expertise is shared with model providers, with protection by contract and architecture.
Human experts and deterministic checks
Intuit keeps human experts in the loop for regulated work. Intuit's TurboTax team validates AI-generated tax code with LLM-based evaluation tools and human tax experts, Sarah Aerni said in Apr 2026 that the tax engine must give deterministic, test-verified results, and Intuit's AI-enabled experts review, sign and take accountability for assisted tax returns.
Disclosed risks
Intuit's FY2026 Form 10-K lists its ability to develop, deploy and use AI among its risk factors, notes that its online services depend on third-party cloud services and large language models without full redundancy, and warns that new AI laws may impose costs or limit its use of AI. Intuit's cybersecurity team of about 550 professionals is led by its Chief Information Security and Fraud Prevention Officer, who also serves as Chief Information Officer.
Recent signals
Sep 17, 2026
Alex Balazs told Intuit's Investor Day that Intuit has integrated more than 60 large language models, that 70% of its code pull requests were delivered by AI, and that coding velocity rose 40% in the first 90 days of its product-development overhaul.
Sep 9, 2026
Intuit's FY2026 Form 10-K reported about 18,600 employees and said AI agents are embedded in its customer success operations.
Aug 25, 2026
Sandeep Aujla said Intuit expects fiscal 2027 margin expansion from the workforce changes and from efficiency gains in how Intuit serves customers and works.
May 20, 2026
Intuit announced a cut of about 17% of its full-time workforce, and Sasan Goodarzi told analysts that none of it had to do with AI.
Apr 10, 2026
Intuit's TurboTax team described using language models and Claude to implement the 2025 federal tax law, moving law parsing from weeks to hours.
Feb 26, 2026
Sasan Goodarzi said most of Intuit's AI capability is knowledge engineering and machine learning, and Intuit again credited earnings growth partly to continued AI efficiencies.
Feb 24, 2026
Intuit and Anthropic announced a multi-year partnership, and Intuit said it was deploying Claude Code across its engineering organization.
Jan 28, 2026
Alex Balazs said he spends about a third of his time with Caryl Hilliard's People & Places team on the skills Intuit needs for its technology roadmap.
Dec 5, 2025
Ashok Srivastava said generative AI tools gave Intuit 40% faster coding and 39% more code delivered per developer, and described Intuit Foresight.
Dec 2025
Ivan Lazarov said a majority of Intuit's workforce uses AI tools such as ChatGPT Enterprise, Gemini and Glean regularly.
Nov 20, 2025
Intuit credited first-quarter earnings growth partly to continued AI efficiencies, without giving an amount.
Nov 18, 2025
Intuit signed a multi-year contract worth more than $100 million with OpenAI that deepens its use of OpenAI's models and continues ChatGPT Enterprise for employees.
Quick answers
- How does Intuit deploy AI?
- Intuit deploys AI internally on GenOS, the generative AI platform it built in 2023, which gives its developers Intuit's own financial language models alongside commercial models from OpenAI, Anthropic and Amazon. Intuit engineers use AI coding tools, including Anthropic's Claude Code since Feb 2026, and Intuit credits generative AI with 39% more code delivered per developer (Dec 2025). Employees use ChatGPT Enterprise, Gemini and Glean, and AI agents triage support work beside thousands of AI-enabled tax and bookkeeping experts.
- What does Intuit use AI for?
- Intuit has not published a count of its internal AI use cases; Intuit says its technologies produced 3,500 generative AI use cases inside and outside the company in fiscal 2025. Intuit has published one business return it credits to AI in its own operations: generative AI tools gave 39% more code delivered per developer (Dec 2025). Intuit reports its support, expert and tax-code gains as workload or time, and has published no firm-level figure for its internal AI in the last 18 months; its earnings calls cite continued AI efficiencies without an amount.
- Who leads AI at Intuit?
- AI at Intuit is led by Alex Balazs (Executive Vice President and Chief Technology Officer); Ashok Srivastava (Senior Vice President and Chief AI Officer); Ivan Lazarov (Vice President of Technology, How Intuit Works). Ownership of AI on the org chart: Chief AI Officer Ashok Srivastava (Intuit Foresight); CTO Alex Balazs runs technology, data science, IT and security.
- What AI platform does Intuit use?
- Intuit runs its AI work on GenOS, a generative AI operating system it announced in Jun 2023: GenStudio for testing models, GenRuntime for grounding them in Intuit data, GenUX components, GenSRF guardrails and, since Jun 2025, an Agent Starter Kit for building agents.
- Which AI models does Intuit use?
- Intuit uses its own financial language models, built from open-source models, beside commercial models from OpenAI (a contract worth more than $100 million, Nov 2025), Anthropic and Amazon; Alex Balazs said in Sep 2026 that Intuit has integrated more than 60 large language models.
- How many Intuit employees use AI?
- Ivan Lazarov said in Dec 2025 that a majority of Intuit's workforce uses AI tools such as ChatGPT Enterprise, Gemini and Glean on a regular basis; Intuit has published no user count, and Claude Code has been deployed across engineering since Feb 2026.
- What return has Intuit reported from AI?
- Intuit has reported one return it credits to AI in the last 18 months, which places it in Piloting: Ashok Srivastava told Fortune in Dec 2025 that generative AI tools gave Intuit's technology teams 40% faster average coding and 39% more code delivered per developer, figures Ivan Lazarov also gave Bain that month, and Alex Balazs said at the Sep 2026 Investor Day that coding velocity rose 40% in the first 90 days of Intuit's product-development overhaul. Intuit's other internal figures do not qualify: AI-resolved support chats and TurboTax experts spending about 20% less time per return measure workload and time, the nearly $90 million of annualized efficiencies Sandeep Aujla cited in Mar 2025 predates the window and was a run-rate during the year, and the $135 million or more expected for fiscal 2026 was a forecast credited to AI and automation together. On rollout, Intuit says a majority of its workforce uses AI tools but has published no user count. Intuit falls short of Scaling because it has no AI-credited return in a second function and no firm-level AI figure: its earnings calls cite continued AI efficiencies without an amount, and Sasan Goodarzi said the May 2026 workforce cut had nothing to do with AI.
Open questions
- What did Intuit's internal AI save in fiscal 2026, against the $135 million or more of efficiencies from AI and automation it expected at its Sep 2025 Investor Day, and how much of that was AI rather than other automation?
- Did the nearly $90 million of annualized efficiencies Sandeep Aujla cited in Mar 2025 materialize for the full fiscal 2025, and in which functions?
- Has the 39% gain in code delivered per developer turned into more features shipped, lower engineering cost or slower hiring, and how does Intuit measure development velocity?
- What return does Intuit earn from AI in customer success, given that AI resolved 84% of product support chats (Sep 2025), and has it reduced support staffing or outsourcing?
- How many Intuit employees use AI tools each week, given that the only published measure is a majority of the workforce (Dec 2025)?
- Where do the OpenAI models in Intuit's Nov 2025 contract and Claude Code run, and what does Intuit pay Anthropic, Google and Glean?
- Why did Intuit report about 18,600 employees on Jul 31, 2026, more than the roughly 18,200 a year earlier, while cutting about 17% of its full-time workforce, and what will headcount be once the plan is complete?
- Where does Ashok Srivastava's Intuit Foresight team report, and how do the Chief AI Officer and the Chief Technology Officer divide ownership of AI?
Sources
Intuit
- Intuit executive leadership
- Alex Balazs, EVP and Chief Technology Officer, author biography
- Intuit introduces GenOS with custom-trained financial LLMs (Jun 6, 2023)
- Intuit accelerates development velocity with GenOS enhancements (Sep 4, 2024)
- Intuit adds agent tooling to GenOS, release via Silicon UK (Jun 3, 2025)
- Intuit and Anthropic partner on financial intelligence and custom agents (Feb 24, 2026)
- Intuit blog: 11 things we've learned about using AI together
- Intuit hosts Investor Day, reaffirms fiscal 2027 guidance (Sep 17, 2026)
Filings and investor materials
- Intuit Form 10-K for fiscal 2026 (year ended Jul 31, 2026)
- Form 8-K: restructuring plan (May 20, 2026)
- Q4 FY2026 earnings release (Aug 25, 2026)
- Q4 FY2026 prepared remarks (Aug 25, 2026)
- Q2 FY2026 prepared remarks (Feb 26, 2026)
- Q2 FY2026 earnings call transcript, The Motley Fool (Feb 26, 2026)
- Q1 FY2026 prepared remarks (Nov 20, 2025)
- Quartr: Intuit Investor Day 2025 summary (Sep 18, 2025)
- Quartr: Intuit Investor Day 2026 summary (Sep 17, 2026)
Partners
News
- Fortune: How Intuit's chief AI officer reorganized its emerging technology teams (Dec 5, 2025)
- Fortune: Intuit CFO says AI is on track for $90 million in annual savings (Mar 4, 2025)
- Fortune: Intuit CFO on the $100 million OpenAI deal (Nov 21, 2025)
- Fortune: Intuit CFO on AI and software growth (Feb 27, 2026)
- Fortune: Intuit CFO on simplifying the company's structure (May 21, 2026)
- Fortune: How CIOs and CHROs work together as AI tools spread (Jan 28, 2026)
- Fortune: Intuit's CTO now leads a team of 8,000 (Mar 13, 2024)
- SiliconANGLE: Intuit cuts 17% of its staff but refuses to blame AI (May 20, 2026)
- Canadian HR Reporter: Intuit lays off 17% of global workforce (May 2026)
- TechCrunch: Intuit signs $100M deal with OpenAI (Nov 18, 2025)
- VentureBeat: Intuit compressed months of tax code implementation into hours (Apr 10, 2026)
- CX Dive: Intuit's AI agents and experts cut TurboTax filing time (May 2025)
- The Cerbat Gem (MarketBeat): Intuit Investor Day puts AI at center of growth reset (Sep 2026)
- ZenML LLMOps Database: Intuit platform-centric AI-assisted code generation
Data confidence
- Confirmed
- Stated in a primary or reputable public source.
- Estimated
- Derived or approximated from public reporting.
- Unconfirmed
- Reported, but not yet corroborated.
Intuit profile · Enterprise AI diffusion report by Imagine · facts checked against their sources on Nov 5, 2026
