Verified
Dollar General
Piloting- Discount retail
- 198,000+ employees
- Chief Data and AI Officer since Jun 2026
- RELEX AI planning (Aug 2026)
- No AI ROI reported
Dollar General deploys AI as part of a cost and efficiency drive: CEO Todd Vasos says the company is building agentic operating systems for enterprise workflows (Aug 2026), and Chief Data and AI Officer Travis Nixon has led AI strategy and delivery since Jun 2026. Dollar General chose RELEX Solutions in Aug 2026 for AI forecasting, replenishment and allocation across more than 21,000 stores. Dollar General calls itself early in its AI journey and reports no AI return or employee user count.
dollargeneral.comTheir approach to AI
- The platform
- Dollar General is building what Todd Vasos calls agentic operating systems for the enterprise, and Oct 2026 postings seek managers to run an internal agent platform and build agents on it; Dollar General buys AI planning from RELEX Solutions (Aug 2026).
- The models
- Dollar General has not named a model provider. Its Oct 2026 postings ask for Azure ML and Databricks for machine learning and Snowflake and Azure for data pipelines, and vendors RELEX, QSIC and Shelf Engine supply their own models.
- The reach
- Dollar General has not said how many of its more than 198,000 employees use AI. The RELEX deal covers planning for more than 21,000 stores and 34 distribution centers, with no rollout timeline given (Aug 2026).
- The catch
- Dollar General reports no AI return, CFO Donny Lau said in Aug 2026 that its long-term financial framework assumes no benefit from AI, and Todd Vasos hands the CEO role to JJ Fleeman on Jan 1, 2027.
Snapshot
- Employees
- 198,000+
- Aug 2026; about 194,000 full-time and part-time on Feb 27, 2026, across 20,959 stores
- Technology budget
- Not disclosed
- IT capex $64.4M in FY2025 and $31.1M in the first half of 2026, within total capex of $1.4B to $1.5B planned for 2026
- AI/ML headcount
- Not disclosed
- Sep and Oct 2026 postings for agentic systems, agent platform, machine learning and data engineering roles in Tennessee
- Who owns AI
- Travis Nixon, Chief Data and AI Officer
- SVP since Jun 2026, hired Nov 2025 as SVP of AI optimization; reporting line not published
- Platform
- Agentic operating systems, in development
- Built in-house (Aug 2026 call, Oct 2026 postings); RELEX bought for planning
- Models
- Not disclosed
- Azure ML and Databricks named in machine learning postings; vendors bring their own models
- Reach
- Not disclosed
- No employee AI user count or general assistant announced
- Use cases
- Planning, supply chain, retail media and enterprise workflows
- No count published; Todd Vasos named customers and efficiency as the two focus areas (Mar 2026)
Key findings
Todd Vasos told investors on Mar 12, 2026 that Dollar General is building an AI operating system for the enterprise to reshape workflows and lower SG&A per unit of work, and by Aug 27, 2026 he described the work as agentic operating systems, while calling Dollar General still early in its AI journey.
Dollar General created a Senior Vice President of AI optimization role for Travis Nixon, formerly head of AI for Dropbox's security division, in Nov 2025, and named him Senior Vice President, Chief Data and AI Officer in Jun 2026 with responsibility for AI strategy and delivery, data engineering and enablement.
RELEX Solutions announced on Aug 27, 2026 that Dollar General chose its AI platform to run forecasting, replenishment and allocation in one system across more than 21,000 stores, 34 distribution centers and about 18,000 SKUs.
Dollar General has published no AI return: Todd Vasos said in Mar 2026 that AI is not in the long-term financial framework, which Donny Lau put at a 6% to 7% operating margin over 3 to 4 years, and Lau repeated on Aug 27, 2026 that the framework assumes no benefit from AI.
Dollar General's Oct 2026 job postings seek a Senior Director, Agentic Systems to lead strategy for autonomous workflows, copilots and decision-support agents, plus managers to run an internal agent platform and deliver an agent portfolio with business owners.
Where Dollar General sits
- Stage
- Piloting
Dollar General sits at Piloting: Chief Data and AI Officer Travis Nixon has owned enterprise AI strategy and delivery since Jun 2026, a few AI tools run in production, among them QSIC's AI-generated in-store audio ads (announced for about 6,000 stores in Apr 2026), Shelf Engine's automated produce ordering (about 3,000 stores by Jan 2024) and data science forecasting models, and Oct 2026 postings show an internal agent platform whose standards for reliability, safety and auditability are still being set. Dollar General falls short of Scaling because it has not described an AI tool open to most employees, Todd Vasos called the company early in its AI journey in Aug 2026, and Dollar General reports no AI results.
How the stages are defined - Ownership
- SVP, Chief Data and AI Officer Travis Nixon (Jun 2026); EVP and CIO Carman Wenkoff runs IT
- Platform
- Hybrid: Agent platform built in-house; RELEX planning AI bought
- Models
- Not disclosed; RELEX, QSIC and Shelf Engine bring their own
- Hosting
- Not disclosed for AI; postings name Microsoft Azure, Azure ML, Databricks and Snowflake; a company data center, with apps moving to the cloud
- Reach
- Not disclosed
How they deploy
AI as an efficiency pillar
Dollar General's four strategic pillars, as Todd Vasos described them in Mar 2026, include driving greater enterprise-wide efficiencies through supply chain productivity, simpler store work, inventory optimization and increased use of artificial intelligence. Vasos said on Mar 12, 2026 that Dollar General's AI initiatives aim at two areas: driving sales and profitability with customers, and efficiencies across the supply chain, stores and back of house.
An operating system for enterprise workflows
Todd Vasos said on Mar 12, 2026 that Dollar General is building an AI operating system for the enterprise, focused on reshaping workflows to accelerate value delivery and decision automation and to lower SG&A per unit of work. Vasos said on Jun 2, 2026 that Dollar General is creating shared enterprise-wide foundations and building momentum around new AI operating models, steps he said have let it accelerate adoption of high-value use cases, and on Aug 27, 2026 he described the effort as building agentic operating systems for the enterprise.
Build the agents, buy the planning engine
Dollar General is staffing its own agent platform: Oct 2026 postings seek a Senior Director, Agentic Systems to own agent frameworks, orchestration and runtime governance, an Agent Platform Manager to run the platform's deployments and access controls, and an Agent Development Manager to deliver an agent portfolio with business owners. For store and distribution center planning, Dollar General chose RELEX Solutions' AI platform in Aug 2026; its FY2025 Form 10-K had listed modernization of the inventory replenishment system among Dollar General's technology projects.
Modernize the core systems
Dollar General's FY2025 Form 10-K describes a migration of applications to the cloud, a new point-of-sale system and a new finance and human resources ERP system. Dollar General's Q2 2026 Form 10-Q says the ERP's first phase, consolidated financial reporting, went live in the second quarter of 2026, with human resources, payroll, procurement and merchandise payables to follow through 2027. Donny Lau said on Jun 2, 2026 that Dollar General plans to accelerate investment in key initiatives including AI.
Upside outside the plan
Todd Vasos said in Mar 2026 that AI is not contemplated in Dollar General's long-term financial framework and that the company has a nice jump start on it. Donny Lau, who put the framework's target at a 6% to 7% operating margin over the next 3 to 4 years on Mar 12, 2026, repeated on Aug 27, 2026 that the framework does not contemplate any potential benefit from AI, calling it early days.
- Deployment model
- Dollar General runs AI through a central data and AI function with delivery in the business. Travis Nixon, Senior Vice President, Chief Data and AI Officer since Jun 2026, leads AI strategy and delivery, data engineering and enablement, and enterprise business process management. Steve Deckard, then Executive Vice President of Strategy and Development, announced Nixon's hiring in Nov 2025 and left Dollar General on Nov 12, 2025, when the company eliminated that role. Information technology sits under Executive Vice President and Chief Information Officer Carman Wenkoff, with Tom Hutchins named Senior Vice President and Chief Technology Officer in Jun 2026. Decision science, led by Vice President of Decision Science and Analytics Vai Anand, is one of the organizations COO Emily Taylor took on in Nov 2025, along with global supply chain and merchandising. Business owners run their own AI tools: Senior Vice President of Global Inventory Management Jeff Vaughan speaks for the RELEX planning deal and DG Media Network for the QSIC audio network. Dollar General has not published Nixon's or Hutchins's reporting lines.
- Model providers
- Dollar General has not named a large language model provider for its agentic operating systems. Dollar General's Oct 2026 posting for a machine learning engineer asks for experience deploying ML pipelines with Azure ML and Databricks (MLflow) on Microsoft Azure, and its Sep 2026 data scientist posting asks for predictive, time-series and store segmentation modeling in SQL, Python and PySpark on distributed compute such as Databricks. Dollar General's bought AI arrives with each vendor: RELEX Solutions for forecasting, replenishment and allocation (Aug 2026), QSIC for AI-generated in-store audio ads (Apr 2026) and Shelf Engine for automated produce ordering (piloted from Dec 2022).
- Data and infrastructure
- Dollar General's FY2025 Form 10-K names a corporate data center, a migration of applications to the cloud and the modernization of legacy systems, including the inventory replenishment system, and says Dollar General is continuing to integrate artificial intelligence and machine learning into its technology systems. A Dollar General data engineering posting (Oct 2026) calls for pipelines built with Snowflake and Azure and data prepared for prescriptive and predictive modeling. RELEX's platform puts sales patterns and other demand factors into one planning process so stores and distribution centers work from the same data (Aug 2026), and QSIC's audio network draws on point-of-sale data (Apr 2026). Dollar General has not said where its agent platform runs or whether vendors may train on its data.
Platforms and internal tools
Agentic operating systems for the enterpriseIn development (described Mar 2026)
Dollar General's agentic operating systems, first described by Todd Vasos in Mar 2026 as an AI operating system for the enterprise, are meant to reshape and optimize workflows to improve productivity throughout the organization, Vasos said in Aug 2026. Dollar General's Oct 2026 postings describe an agent platform with environments, deployments, incident response, access controls and an agent portfolio built with business owners, and a planned role covering copilots and decision-support agents.
RELEX forecasting, replenishment and allocationAnnounced Aug 27, 2026
RELEX Solutions' AI platform will manage Dollar General's store replenishment, ordering schedules, lead times, supplier coordination and fulfillment methods in one system across more than 21,000 stores, 34 distribution centers and about 18,000 SKUs. Jeff Vaughan said Dollar General chose RELEX as a practical way to use AI in its planning.
- Models
- RELEX's own
DG Media Network in-store audio (QSIC)Announced Apr 13, 2026
QSIC's in-store audio network combines point-of-sale data, curated music and AI-generated audio ads to play targeted messages in Dollar General stores, and verifies each play with closed-loop reporting for advertisers. Dollar General announced it for about 6,000 stores in 48 states, which would bring in-store audio to about 12,000 stores in Q2 2026, and Todd Vasos called the in-store radio network recently expanded on Aug 27, 2026.
- Models
- QSIC's own
Shelf Engine automated produce orderingPilot from Dec 2022
Shelf Engine's AI builds a daily forecast for every produce item in every Dollar General store and generates the orders. The pilot began in Dec 2022 in 60 stores and grew to 400, and Shelf Engine's CEO said in Jan 2024 that the tool ran in about 3,000 stores, while Allen Warch, then a vice president and division merchandise manager for fresh, called it a step toward operational efficiency. Crisp acquired Shelf Engine in Mar 2025, and Dollar General has not given a later store count.
- Models
- Shelf Engine's own
Data science and machine learning platform
Dollar General's data scientists build productionized predictive, time-series, store segmentation and geospatial models in SQL, Python and PySpark, and machine learning engineers deploy them with Azure ML and Databricks (MLflow), according to Sep and Oct 2026 postings.
Vendors and partners
RELEX SolutionsAug 2026
AI forecasting, replenishment and allocation for stores and distribution centers · RELEX announced the partnership on Aug 27, 2026 without a rollout timeline or financial terms.
QSICApr 2026
AI-enabled in-store audio network for DG Media Network · Dollar General announced the rollout to about 6,000 stores on Apr 13, 2026 and has reported no results.
Shelf Engine (Crisp)Dec 2022
AI automated produce ordering · Shelf Engine's CEO said in Jan 2024 that the tool ran in about 3,000 Dollar General stores; Crisp acquired Shelf Engine in Mar 2025, and Dollar General has not reported a later store count or any result.
Microsoft Azure
Cloud for machine learning (Azure ML) and data engineering, per job postings · Dollar General's Oct 2026 postings ask for Azure ML and Azure data experience; Dollar General has not named Azure as the home of its agent platform.
Databricks
Data science and machine learning platform, per job postings · Dollar General's data science and machine learning postings (Sep and Oct 2026) name Databricks and MLflow.
Snowflake
Cloud data platform, per job postings · A Dollar General data engineering posting (Oct 2026) asks for experience building pipelines with Snowflake and Azure.
Leadership
AI, data and platform leaders
Executives
Board
AI org map
Central data and AI office for strategy and delivery; IT under the CIO; business owners for bought AI tools
Dollar General created an AI leadership role in Nov 2025, when Travis Nixon joined as Senior Vice President of AI optimization, announced by Executive Vice President of Strategy and Development Steve Deckard. Dollar General eliminated Deckard's role on Nov 12, 2025 and made Emily Taylor COO on Nov 16, 2025 over store operations, global supply chain, merchandising, decision science and process improvement. Dollar General widened Nixon's role in Jun 2026, naming him Senior Vice President, Chief Data and AI Officer over AI strategy and delivery, data engineering and business process management, and named Tom Hutchins Chief Technology Officer. Carman Wenkoff, an executive officer, remains Chief Information Officer, with the Chief Information Security Officer reporting to him.
Dollar General has not disclosed how many people work on AI or data. Dollar General's AI work sits in a central data and AI function under Chief Data and AI Officer Travis Nixon, an information technology organization under CIO Carman Wenkoff with CTO Tom Hutchins, and a decision science and analytics team under Vai Anand. Dollar General's Sep and Oct 2026 postings for its Tennessee store support center add agentic systems, agent platform, agent development, machine learning engineering, data engineering and data and AI product roles.
Reporting lines
Chief Executive Officer
Todd Vasos; JJ Fleeman from Jan 1, 2027
Technology
Tom Hutchins, SVP and CTO
Named Jun 2026; reporting line inferred from Carman Wenkoff announcing his 2024 hire, not published
Information Security
SVP of Technology and CISO (not named in filings)
Reports directly to the CIO (FY2025 Form 10-K)
Operations
Emily Taylor, COO
Store operations, global supply chain, merchandising, marketing and digital, real estate, decision science and process improvement (Nov 2025)
Decision Science and Analytics
Vai Anand, VP
Data science and analytics strategy (Jun 2026); decision science sits under the COO (Nov 2025)
Chief Data and AI Office
Travis Nixon, SVP
AI strategy and delivery, data engineering and enablement, business process management (Jun 2026); reporting line not published
Global Inventory Management
Jeff Vaughan, SVP
Business owner for the RELEX planning platform; reporting line not published
DG Media Network
Austin Leonard, VP and GM
Business owner for the QSIC AI audio network; reporting line not published
Dollar General's management team page, checked Nov 1, 2026, lists its executive officers, including CIO Carman Wenkoff and COO Emily Taylor, and no data or AI officer; Travis Nixon and Tom Hutchins appear only in trade press reports of company announcements. Dollar General has not published who Nixon reports to since the strategy and development role that announced his hire was eliminated, or how the Chief Data and AI Office divides work with Wenkoff's IT organization.
Named people
Use cases
Dollar General has not published a count of its AI use cases or a return on any of them. The AI on record runs in planning, supply chain and retail media: RELEX's forecasting, replenishment and allocation, chosen in Aug 2026 for more than 21,000 stores; AI-assisted segmentation of store-bound orders in distribution; QSIC's AI-generated in-store audio ads, announced for about 6,000 stores in Apr 2026; Shelf Engine's automated produce ordering, in about 3,000 stores by Jan 2024; data science forecasting and store segmentation models; and the agentic operating systems Todd Vasos says Dollar General is building for enterprise workflows. Dollar General reports no firm-level AI return, and Donny Lau said in Aug 2026 that its long-term financial framework assumes none.
| Use case | Area | Status | ROI |
|---|---|---|---|
| AI forecasting, replenishment and allocation (RELEX) RELEX's AI platform will manage store replenishment, ordering schedules, lead times, supplier coordination and fulfillment methods for Dollar General's stores and distribution centers in a single planning system. | Supply chain and inventory | Announced | |
| Store order segmentation in distribution Dollar General uses AI and technology systems to segment store-bound orders in different ways so each receiving store gets a more efficient product mix, according to Supply Chain Dive's account of Rod West's Feb 2026 Manifest presentation. | Supply chain and inventory | In production | |
| AI-generated in-store audio ads (QSIC) QSIC's network combines point-of-sale data, curated music and AI-generated audio ads to play targeted messages in Dollar General stores for DG Media Network advertisers, with verified plays and closed-loop reporting; Dollar General announced it for about 6,000 stores in Apr 2026. | Retail media | In production | |
| Automated produce ordering (Shelf Engine) Shelf Engine's AI builds a daily forecast for each produce item in each store and generates the orders; the pilot grew from 60 to 400 stores from Dec 2022, Shelf Engine's CEO put the rollout at about 3,000 stores in Jan 2024, and Crisp acquired Shelf Engine in Mar 2025. | Merchandising (fresh) | In production | |
| Agentic operating systems for enterprise workflows Dollar General is building agentic operating systems to reshape and optimize workflows and improve productivity across the organization, and in Oct 2026 was hiring to run and expand an internal agent platform. | Enterprise operations | Pilot | |
| Forecasting and store segmentation models Dollar General's data scientists build productionized predictive, time-series, store segmentation and geospatial models, which machine learning engineers deploy with Azure ML and Databricks. | Decision science and analytics | In production | |
| AI for customer sales and engagement Todd Vasos named driving sales and profitability with customers as one of the two focus areas of Dollar General's AI work and said the enterprise AI effort can improve customer-facing applications; Dollar General has not named a customer-facing AI tool for shoppers. | Customer | Announced |
Adoption
Dollar General has not reported how many employees use AI or announced a general AI assistant for staff. Dollar General's AI has spread through planning, supply chain and retail media first: Shelf Engine's automated produce ordering from Dec 2022, data science models for forecasting and store segmentation, AI-assisted order segmentation in distribution, QSIC's AI audio ads announced for about 6,000 stores in Apr 2026, and the RELEX planning platform chosen in Aug 2026 for more than 21,000 stores and 34 distribution centers. Todd Vasos said on Jun 2, 2026 that shared enterprise-wide foundations and new AI operating models have let Dollar General accelerate adoption of high-value use cases, and Oct 2026 postings describe an internal agent platform with separate teams for platform operations and agent development.
By the numbers
Rollout, first pilot to today
Dec 2022
Dollar General began piloting Shelf Engine's AI automated produce ordering in 60 stores, later widened to 400.
Jan 2024
Dollar General's wider rollout of Shelf Engine's produce ordering was reported, with Shelf Engine's CEO putting it at about 3,000 stores.
Nov 2025
Dollar General created a Senior Vice President of AI optimization role and hired Travis Nixon from Dropbox to apply AI across merchandising, supply chain and store operations.
Feb 2026
Rod West described AI and technology systems that segment Dollar General's store-bound orders for a more efficient product mix.
Mar 2026
Todd Vasos said Dollar General is building an AI operating system for the enterprise and made increased use of AI part of its enterprise efficiency pillar.
Apr 2026
Dollar General announced QSIC's AI-enabled in-store audio network for about 6,000 stores.
Jun 2026
Todd Vasos said Dollar General is creating shared enterprise-wide AI foundations, and Dollar General named Travis Nixon Chief Data and AI Officer and Tom Hutchins Chief Technology Officer.
Aug 2026
Dollar General chose RELEX Solutions for AI forecasting, replenishment and allocation across more than 21,000 stores and 34 distribution centers, and Todd Vasos described the enterprise AI work as agentic operating systems.
Oct 2026
Dollar General posted roles to lead agentic systems and to run and build on an internal agent platform.
Economics & controls
Spend and ROI
Technology spending
Dollar General does not disclose a technology budget. Dollar General spent $64.4 million of capital on information systems upgrades and technology projects in fiscal 2025, up from $52.2 million in fiscal 2024, and $31.1 million in the first half of fiscal 2026, against total 2026 capital spending planned at $1.4 billion to $1.5 billion. Donny Lau said in Mar 2026 that IT modernization is one of the investments behind the modest SG&A deleverage Dollar General expects in 2026.
What AI itself costs
Dollar General has not disclosed what it spends on AI or on the RELEX and QSIC contracts. Donny Lau said on Jun 2, 2026 that Dollar General still expects modest SG&A deleverage in 2026 even as it plans to accelerate investments in key initiatives, including AI.
Reported ROI
Dollar General reports no firm-level or use-case return on AI. Todd Vasos said on Mar 12, 2026 that AI is not contemplated in Dollar General's long-term financial framework and that the company has a nice jump start on AI, without giving a figure, and Donny Lau said on Aug 27, 2026 that the framework does not contemplate any potential benefit from AI. Dollar General does not credit AI for its 80 basis point shrink reduction in fiscal 2025, which Todd Vasos tied in part to turning self-checkout units into assisted lanes.
Productivity and headcount
Dollar General employed about 194,000 full-time and part-time people on Feb 27, 2026 and more than 198,000 by Aug 27, 2026, Todd Vasos said. Vasos said in Mar 2026 that the enterprise AI effort aims to lower SG&A per unit of work and drive efficiency throughout the organization, and Dollar General has not tied AI to any headcount change.
Governance and risk
Board oversight
Dollar General's Audit Committee oversees enterprise risk, including risks relating to artificial intelligence, information security and data privacy, and has received education on AI covering risk management, governance and ethics, and workforce and culture (FY2025 Form 10-K). Dollar General's Technology Committee, chaired by David Rowland, reviews technology plans, the multi-year roadmap, annual and long-term technology budgets, key technology vendor relationships and emerging technology trends, and met three times in 2025 (2026 proxy statement).
Controls for agents
Dollar General's Oct 2026 posting for a Senior Director, Agentic Systems calls for standards for agent reliability, evaluation, safety, auditability and value realization, and for embedding agents into workflows with IT, security, legal and human resources. Dollar General's Agent Platform Manager posting covers platform governance, access controls, observability and incident response.
Disclosed AI risks
Dollar General's FY2025 Form 10-K warns that output from applications with embedded artificial intelligence could be deficient, inaccurate or biased, that competitors adopting AI faster or better, or Dollar General's own inaccurate or ineffective use of AI, could hurt its competitive position, and that changes in AI policy may affect the company.
Security leadership
Dollar General's Senior Vice President of Technology and Chief Information Security Officer, who is not named in the filings, reports directly to CIO Carman Wenkoff, and the Audit Committee reviews a cybersecurity dashboard with both each quarter (FY2025 Form 10-K).
Recent signals
Oct 29, 2026
Dollar General posted roles for an Agent Platform Manager and an Agent Development Manager, after an Oct 12 posting for a Senior Director, Agentic Systems to lead strategy for autonomous workflows, copilots and decision-support agents.
Aug 27, 2026
RELEX Solutions announced that Dollar General chose its AI platform for forecasting, replenishment and allocation across more than 21,000 stores and 34 distribution centers.
Aug 27, 2026
Todd Vasos said on the Q2 2026 call that Dollar General is building agentic operating systems for the enterprise, and Donny Lau said the long-term financial framework assumes no benefit from AI.
Jun 12, 2026
Supermarket News reported that Dollar General named Travis Nixon Chief Data and AI Officer, Tom Hutchins Chief Technology Officer and Vai Anand head of decision science and analytics.
Jun 2, 2026
Todd Vasos said Dollar General is creating shared enterprise-wide AI foundations and new AI operating models, and Donny Lau said Dollar General plans to accelerate investment in AI.
Apr 13, 2026
Dollar General and DG Media Network announced QSIC's AI-enabled in-store audio network, with AI-generated audio ads, for about 6,000 stores.
Mar 24, 2026
Dollar General named JJ Fleeman, CEO of Ahold Delhaize USA and former head of Peapod Digital Labs, to succeed Todd Vasos as CEO on Jan 1, 2027.
Mar 20, 2026
Dollar General's FY2025 Form 10-K described its continued integration of AI and machine learning into its technology systems, a migration of applications to the cloud and Audit Committee oversight of AI risk.
Mar 12, 2026
Todd Vasos said Dollar General is building an AI operating system for the enterprise and that AI is not contemplated in its long-term financial framework.
Feb 4, 2026
David Rowland, chair of Dollar General's Technology Committee, became independent chairman of the board.
Feb 2026
Rod West told the Manifest 2026 conference that AI and technology systems let Dollar General segment store-bound orders so each store gets a more efficient product mix.
Nov 4, 2025
Dollar General hired Travis Nixon, formerly head of AI for Dropbox's security division, as Senior Vice President of AI optimization across merchandising, supply chain and store operations.
Quick answers
- How does Dollar General deploy AI?
- Dollar General deploys AI as part of a cost and efficiency drive: CEO Todd Vasos says the company is building agentic operating systems for enterprise workflows (Aug 2026), and Chief Data and AI Officer Travis Nixon has led AI strategy and delivery since Jun 2026. Dollar General chose RELEX Solutions in Aug 2026 for AI forecasting, replenishment and allocation across more than 21,000 stores. Dollar General calls itself early in its AI journey and reports no AI return or employee user count.
- What does Dollar General use AI for?
- Dollar General has not published a count of its AI use cases or a return on any of them. The AI on record runs in planning, supply chain and retail media: RELEX's forecasting, replenishment and allocation, chosen in Aug 2026 for more than 21,000 stores; AI-assisted segmentation of store-bound orders in distribution; QSIC's AI-generated in-store audio ads, announced for about 6,000 stores in Apr 2026; Shelf Engine's automated produce ordering, in about 3,000 stores by Jan 2024; data science forecasting and store segmentation models; and the agentic operating systems Todd Vasos says Dollar General is building for enterprise workflows. Dollar General reports no firm-level AI return, and Donny Lau said in Aug 2026 that its long-term financial framework assumes none.
- Who leads AI at Dollar General?
- AI at Dollar General is led by Travis Nixon (Senior Vice President, Chief Data and AI Officer); Carman Wenkoff (Executive Vice President and Chief Information Officer); Tom Hutchins (Senior Vice President, Chief Technology Officer). Ownership of AI on the org chart: SVP, Chief Data and AI Officer Travis Nixon (Jun 2026); EVP and CIO Carman Wenkoff runs IT.
- What AI platform does Dollar General use?
- Dollar General is building what Todd Vasos calls agentic operating systems for the enterprise, and Oct 2026 postings seek managers to run an internal agent platform and build agents on it; Dollar General buys AI planning from RELEX Solutions (Aug 2026).
- Which AI models does Dollar General use?
- Dollar General has not named a model provider. Its Oct 2026 postings ask for Azure ML and Databricks for machine learning and Snowflake and Azure for data pipelines, and vendors RELEX, QSIC and Shelf Engine supply their own models.
- How many Dollar General employees use AI?
- Dollar General has not said how many of its more than 198,000 employees use AI. The RELEX deal covers planning for more than 21,000 stores and 34 distribution centers, with no rollout timeline given (Aug 2026).
- How far has AI spread at Dollar General?
- Dollar General sits at Piloting: Chief Data and AI Officer Travis Nixon has owned enterprise AI strategy and delivery since Jun 2026, a few AI tools run in production, among them QSIC's AI-generated in-store audio ads (announced for about 6,000 stores in Apr 2026), Shelf Engine's automated produce ordering (about 3,000 stores by Jan 2024) and data science forecasting models, and Oct 2026 postings show an internal agent platform whose standards for reliability, safety and auditability are still being set. Dollar General falls short of Scaling because it has not described an AI tool open to most employees, Todd Vasos called the company early in its AI journey in Aug 2026, and Dollar General reports no AI results.
Open questions
- Which model providers and which cloud run Dollar General's agentic operating systems, and which workflows are live today?
- Does Dollar General give employees a sanctioned general-purpose AI assistant, and how many staff use AI tools each week?
- When will the RELEX platform reach all of Dollar General's stores and distribution centers, and what does it replace?
- Does Dollar General still use Shelf Engine's produce ordering after Crisp acquired Shelf Engine in Mar 2025, in how many stores, and with what return?
- What has the QSIC AI audio network returned to DG Media Network, and in how many stores does it run?
- What does Dollar General spend on AI, given that Donny Lau said in Jun 2026 that it plans to accelerate AI investment?
- Who does Travis Nixon report to, and how do the Chief Data and AI Office, CIO Carman Wenkoff's IT organization and CTO Tom Hutchins divide the work?
- How many data, machine learning and AI specialists does Dollar General employ?
- Which customer-facing AI applications does Dollar General plan, given that Todd Vasos named customer sales as one of two AI focus areas?
- Will JJ Fleeman, who led Peapod Digital Labs, change Dollar General's AI priorities when he becomes CEO on Jan 1, 2027?
Sources
Dollar General
- Management team
- Job posting: Senior Director, Agentic Systems (Oct 12, 2026)
- Job posting: Agent Platform Manager (Oct 29, 2026)
- Job posting: Agent Development Manager (Oct 29, 2026)
- Job posting: Machine Learning Engineer (Oct 28, 2026)
- Job posting: Data Engineering Sr Manager (Oct 28, 2026)
- Job posting: Data Scientist (Sep 4, 2026)
- Job posting: Product Sr. Manager, Data and AI (Sep 30, 2026)
Filings, releases and earnings calls
- FY2025 Form 10-K (filed Mar 20, 2026)
- 2026 proxy statement (Apr 7, 2026)
- Q2 2026 Form 10-Q (filed Aug 27, 2026)
- Form 8-K: CEO succession (Mar 24, 2026)
- News release: JJ Fleeman appointed CEO effective Jan 1, 2027 (Mar 24, 2026)
- Form 8-K: David Rowland named chairman (Feb 3, 2026)
- News release: Emily Taylor named COO; strategy and development role eliminated (Nov 13, 2025)
- News release: fourth quarter and fiscal 2025 results (Mar 12, 2026)
- News release: second quarter 2026 results (Aug 27, 2026)
- Q4 2025 earnings call transcript, The Motley Fool (Mar 12, 2026)
- Q1 2026 earnings call transcript, The Motley Fool (Jun 2, 2026)
- Q2 2026 earnings call transcript, The Motley Fool (Aug 27, 2026)
Partners
News
- Supply Chain Dive: Dollar General deploys AI across distribution centers, stores (Aug 31, 2026)
- Retail Dive: Dollar General makes nine executive appointments (Jun 16, 2026)
- Supermarket News: Dollar General announces 9 leadership changes (Jun 12, 2026)
- Retail Dive: Dollar General AI in-store audio media network (Apr 13, 2026)
- Grocery Dive: Ahold Delhaize USA CEO JJ Fleeman to exit in June 2026 (Mar 24, 2026)
- Supply Chain Dive: Tech lifts supply chains of American Eagle, Dollar General (Feb 19, 2026)
- Retail Dive: Dollar General eyes AI optimization with new role (Nov 5, 2025)
- Supermarket News: Dollar General creates new role for AI optimization (Nov 4, 2025)
- HFN: Dollar General amping up AI for merchandising and supply chain (Nov 4, 2025)
- Retail Dive: Dollar General promotes technology and distribution executives (Dec 2, 2024)
- Supermarket News: Dollar General enhances produce with AI tech (Jan 30, 2024)
- FoodNavigator: Dollar General turns to AI-based Shelf Engine to grow its produce business (Jan 29, 2024)
Data confidence
- Confirmed
- Stated in a primary or reputable public source.
- Estimated
- Derived or approximated from public reporting.
- Unconfirmed
- Reported, but not yet corroborated.
Dollar General profile · Enterprise AI diffusion report by Imagine · facts checked against their sources on Nov 1, 2026
