Verified
Progressive
Piloting- Insurance
- ~70,000 employees
- AI in pricing and claims
- Dozens of AI initiatives (Aug 2026)
- Fortune AIQ 75 #34 (2026)
Progressive deploys AI mainly inside its own insurance operations: predictive models personalize auto rates from Snapshot driving data, machine vision models it trained drafted every photo-based repair estimate by Mar 2025, and a generative AI assistant handles follow-ups in claims messaging. CEO Tricia Griffith said in Aug 2026 that dozens of generative and agentic AI initiatives were producing meaningful results, but Progressive has not disclosed an employee AI platform, its model vendors or a dollar return.
progressive.comTheir approach to AI
- The platform
- Progressive has named no internal generative AI platform; its AI runs inside business systems, such as the claims machine vision models it built for photo estimating and a 2025 claims text and email platform with a generative AI assistant.
- The models
- Progressive trains its own supervised machine vision and predictive models and built its Flo chatbot on Microsoft Azure AI in 2017, but it has not said which large language model providers power its generative AI tools.
- The reach
- Progressive has not published how many of its about 70,000 employees use AI tools; Tricia Griffith said several generative AI solutions were in production in May 2026 and dozens of advanced AI initiatives were producing results in Aug 2026.
- The catch
- Tricia Griffith said in Aug 2026 that Progressive could share AI numbers but they were not yet complete enough, so Progressive has put no dollar figure on what its generative and agentic AI work returns.
Snapshot
- Employees
- ~70,000
- Dec 31, 2025; staff grew by nearly 4,000 in 2025
- Technology budget
- Not disclosed
- Progressive reports no technology or AI spending figure
- AI/ML headcount
- Not disclosed
- Tricia Griffith described very large R&D groups working on pricing models (Nov 2025)
- Who owns AI
- Chief Strategy Officer and CTO
- Manage AI together under CEO Tricia Griffith (Aug 2026); CIO Steve Broz runs IT
- Platform
- No named platform
- AI built into claims, pricing and marketing systems
- Models
- In-house vision and predictive models
- Flo chatbot built on Azure AI (2017); generative AI providers not disclosed
- Reach
- Not disclosed
- Several generative AI solutions in production (May 2026)
- Use cases
- Dozens of AI initiatives
- Generative and agentic AI producing results (Aug 2026)
Key findings
Tricia Griffith said on Aug 4, 2026 that Progressive has dozens of advanced generative and agentic AI initiatives producing meaningful results, and that she could give numbers but they were not yet as complete as she would like.
Progressive's machine vision models, trained on its own claims photos, drafted 100% of its photo estimates by Mar 2025 and, with related automation, doubled photo-estimating productivity, which Matt White said meant Progressive did not need around 200 more staff in 2024.
Progressive formed an AI Strategy Council in early 2026 to look three to five years ahead at how AI will change the company, the industry and how customers shop, alongside a responsible AI committee and a board Technology Committee that oversees AI strategy and risk.
Progressive's 2025 shareholder letter, filed Mar 2, 2026, described a claims text and email platform with a customer-facing generative AI assistant and Progressive's first AI-generated TV ad, which Tricia Griffith said took much less time and money than a regular commercial.
Progressive had about 70,000 employees at the end of 2025 after adding nearly 4,000 in the year, and Tricia Griffith wrote that technology and process improvements should let Progressive serve significantly more customers through 2026 without raising headcount.
Where Progressive sits
- Stage
- Piloting
Progressive sits at the high end of Piloting: predictive models and machine vision run at scale in pricing and claims, where models drafted 100% of photo estimates by Mar 2025, and Tricia Griffith said several generative AI solutions were in production in May 2026 and dozens of advanced AI initiatives were producing results in Aug 2026. Progressive falls short of Scaling because it has disclosed no company-wide AI assistant or employee usage, its AI Strategy Council was still taking its plan to the board in the second half of 2026, and it has not reported AI's financial effect.
How the stages are defined - Ownership
- Chief Strategy Officer Dan Witalec and the CTO manage AI together under CEO Tricia Griffith (Aug 2026); CIO Steve Broz runs IT
- Platform
- Hybrid: Vision and pricing models built in-house; Azure AI and vendor tools bought
- Models
- Own supervised vision and predictive models; LLM vendors not disclosed
- Hosting
- Own data centers and unnamed third-party clouds; Flo chatbot built on Microsoft Azure; generative AI hosting not disclosed
- Reach
- Not disclosed; about 70,000 employees (Dec 2025)
How they deploy
Predictive AI for years
Progressive's 2025 Form 10-K says the insurer has developed and used machine learning and other forms of AI, predictive models and automated processes for many years. Tricia Griffith said in Aug 2026 that predictive AI has long helped progressive.com suggest a suitable coverage package, and in Mar 2026 that Progressive builds models on unstructured data and voice data. Progressive also holds patents on a multivariate predictive system for usage-based data, chatbots in online quoting and servicing, and automated document classification.
Build and buy, kept decoupled
Matt White, who leads claims data and analytics, said in Mar 2025 that Progressive treats building and buying as complementary: its photo-estimating machine vision is built in-house but relies on a tight integration with an estimating platform partner. Progressive prefers open, decoupled systems so parts of one solution can be reused for new purposes, as its claims team began doing with photos received at first notice of loss.
Generative and agentic AI under a council
Tricia Griffith told investors on Mar 3, 2026 that Progressive is leaning into generative AI, working with vendors and testing processes, and had recently formed an AI Strategy Council to look three to five years ahead. Griffith said on Aug 4, 2026 that Progressive had turned to generative and agentic AI in many areas, that the council had drawn up short, medium and long-term plans for the board, and that a new Chief Strategy Officer works with the Chief Technology Officer on the business and technology sides of AI.
Savings first in expenses
Tricia Griffith said in Aug 2026 that Progressive expects AI to show up first as lower loss adjustment expenses and a lower expense ratio, and possibly later in loss costs. Griffith said in May 2026 that Progressive's new three-year strategic plan assumes it can keep reducing its non-acquisition expense ratio through technology and process changes.
AI agents in distribution
Tricia Griffith said in Mar 2026 that AI agents could change Progressive's direct business dramatically for simple policies, while customers with complex needs, especially in commercial lines, will still want to talk to an independent agent. Griffith said some customers may shop and be serviced through an agency AI agent, and that Progressive wants to be wherever customers choose to buy.
- Deployment model
- Progressive runs AI inside its business functions rather than through a disclosed central AI platform. In Claims, a data science team works daily with physical damage process experts on the photo-estimating machine vision models (Mar 2025); product development groups that Tricia Griffith called very large R&D groups keep updating pricing models (Nov 2025); and Marketing produced its first AI-generated TV ad in 2025 with in-house agency Ninety6, agency of record Arnold and Monks. Since early 2026 an AI Strategy Council has shaped the enterprise plan, and Griffith said in Aug 2026 that the Chief Strategy Officer and the Chief Technology Officer manage AI together across Progressive.
- Model providers
- Progressive has not named the large language model providers behind its generative AI tools. Its photo-estimating machine vision uses supervised transformer models that Progressive trains on its own photos and curated data, refines with pseudo labeling and fine-tunes for specific vehicle makes and models with low-rank adaptation (LoRA), according to Matt White in Mar 2025. Progressive built its Flo chatbot on Azure Bot Service and Azure Cognitive Services in 2017 and later gave it a custom neural voice from Azure AI Speech, in a release Progressive's newsroom dates Feb 4, 2021 (its dateline reads 2020; Microsoft covered the launch on Feb 10, 2021). Tricia Griffith said in Mar 2026 that Progressive is working with vendors and testing its AI processes.
- Data and infrastructure
- Progressive's 2025 Form 10-K says its owned and leased buildings include data centers and that Progressive relies increasingly on third-party cloud computing environments and software as a service, without naming providers. Progressive holds data from billions of driving miles gathered by Snapshot devices and its mobile app (10-K), tens of millions of customer-submitted claims photos, and hundreds of thousands of photos a year at first notice of loss (Mar 2025). Pawan Divakarla, then Progressive's data and analytics business leader, said in Oct 2015 that Snapshot had gathered data from cars driven 14 billion miles, stored in a data warehouse with SAS, R and H2O modeling tools.
Platforms and internal tools
Claims machine vision for photo estimatingResearch from 2019; full rollout 2023
Progressive's machine vision models segment car parts in customer photos, identify the location and type of damage, and predict whether to repair or replace each part and how many labor hours a repair takes. Progressive began the work as research in 2019, expanded it across its photo-estimating organization in 2022 and completed the rollout in 2023; estimators validate or correct every draft, and Progressive said in Mar 2025 this is not full automation.
- Users
- Progressive's photo-estimating organization
- Models
- Supervised transformer vision models trained in-house
Claims text and email platform with a generative AI assistant2025
Progressive's claims organization rolled out digital options in 2025 from first notice of loss through investigation, damage assessment and repair, including a text and email platform for employees with a customer-facing generative AI assistant for automated tasks, information retrieval and tailored follow-up actions.
Flo chatbot2017
The Flo chatbot answers insurance questions in the voice and personality of Progressive's advertising character and points customers to progressive.com or a licensed agent. Progressive built it on Azure Bot Service and Azure Cognitive Services in 2017, added a custom neural voice through Azure AI Speech for Google Assistant devices, and still links to Chat with Flo from its newsroom (Nov 2026).
- Models
- Microsoft Azure Bot Service, Cognitive Services and AI Speech
Snapshot
Snapshot is Progressive's usage-based insurance program, which personalizes auto rates from driving behavior recorded by a plug-in device or the mobile app in every state except California; new product models often include Snapshot enhancements to improve its accuracy. Commercial auto customers get Snapshot ProView and Smart Haul, which uses data from a carrier's electronic logging device.
Vendors and partners
Microsoft2017
Azure AI services behind the Flo chatbot · Progressive built the Flo chatbot on Azure Bot Service and Azure Cognitive Services in 2017 and described the voice update as an expansion of its alliance with Microsoft.
Estimating platform partner (not named)
Turns Progressive's machine vision predictions into part numbers and estimates · Matt White said in Mar 2025 that the photo-estimating solution relies on a very tight integration with this partner.
Arnold
Agency of record; worked on the AI-generated Drive Like an Animal ad · Marketing Dive reported in Feb 2026 that Arnold stayed involved to protect the brand's humor while Progressive used AI to produce the spot.
Monks
Outside agency on the AI-generated Drive Like an Animal ad · Monks worked with Progressive's in-house agency Ninety6 and Arnold on the 2025 spot (Marketing Dive, Feb 2026).
H2O.aiBy Oct 2015
Machine learning tools in Progressive's modeling stack · Pawan Divakarla named H2O alongside SAS and R in Progressive's modeling tools in Oct 2015, and an undated H2O.ai case study says Progressive pairs H2O with its analytics stack to build models faster for usage-based insurance, churn, fraud and claims. Progressive's current use is not disclosed.
Leadership
AI, data and platform leaders
Executives
Board
AI org map
CEO-led AI strategy council; AI built and run inside claims, pricing and marketing, with IT under the CIO
Progressive's CEO Tricia Griffith is supported by a management team that includes the CIO, CFO, Claims President, Personal Lines President and CMO, according to the 2025 Form 10-K. Progressive formed an AI Strategy Council in early 2026 that was due to report its findings to Griffith's team, keeps a responsible AI committee, and in Aug 2026 Griffith said the Chief Strategy Officer and Chief Technology Officer manage AI together across the enterprise. The board's Technology Committee oversees AI strategy and risk.
Progressive has not published a count of its AI, machine learning or data science staff. Progressive's AI work sits in three places: the IT organization under CIO Steve Broz; business-line analytics teams such as claims data and analytics, where data scientists work with physical damage experts who together bring over 400 years of experience (Mar 2025), and the product development groups that build pricing models; and marketing, which used generative AI in production in 2025.
Reporting lines
President and CEO
Tricia Griffith
AI Strategy Council
Formed in early 2026 to plan three to five years ahead; due to report its findings to the CEO's team within months (Mar 2026); its recommendations were due at the board meeting after Aug 4, 2026; members not published
Responsible AI Committee
Reviews whether AI uses meet Progressive's core values (Aug 2026); reporting line and members not published, so the line to the CEO is an inference
Information Technology
Steve Broz, CIO
The CIO sits on the management team supporting the CEO (2025 Form 10-K)
Chief Technology Officer
Pawan Divakarla (unconfirmed)
Tricia Griffith referred to a CTO in Aug 2026; the name comes from a third-party directory and the reporting line is not published, so the line to IT is an inference
Finance
Andrew Quigg, CFO
Strategy
Dan Witalec, Chief Strategy Officer
Works with the CTO on AI across the enterprise (Aug 2026); the line to Finance is inferred from Progressive's leadership page, which puts the strategy function under CFO Andrew Quigg
Information Security
Chief Security Officer
The CSO reports directly to the CFO and briefs the board Technology Committee (2025 Form 10-K)
Claims
John Murphy, Claims President
Claims Data & Analytics
Matt White
Built the photo-estimating machine vision with the physical damage process team
Personal Lines and CRM
Lori Niederst, Chief Personal Lines Officer
Created Jul 4, 2026; Pat Callahan runs Personal Lines until Jan 2027 and Heather Day runs CRM; product development groups here build the pricing models
Commercial Lines
Karen Bailo, Commercial Lines President
Runs its own IT platform strategy and the Snapshot ProView and Smart Haul usage-based programs
Marketing
Mari Pumarejo, CMO
Board Technology Committee
Pamela J. Craig, Chair
Oversees technology, digital and data strategies, including AI; met six times in 2025
Progressive does not publish an org chart beyond its executive officers or any breakdown of its AI workforce by function, so no distribution is estimated. Progressive's leadership page, checked Nov 1, 2026, lists 13 executives including CIO Steve Broz and no Chief Technology Officer or AI chief, and Progressive has not said who chairs the AI Strategy Council or the responsible AI committee. Progressive's chief human resources, investment and legal officers, also on the leadership page, have no published AI role. Tricia Griffith called the Chief Strategy Officer added in 2026 Progressive's first, although Andrew Quigg held that title from 2018.
Named people
Use cases
Progressive has not published a count of its AI use cases; Tricia Griffith said in May 2026 that several generative AI solutions were in production and in Aug 2026 that dozens of advanced generative and agentic AI initiatives were producing meaningful results. Progressive has published a business return for one named use case, machine vision in photo estimating, which with related automation doubled estimates per day and meant Progressive needed about 200 fewer staff in 2024 (Mar 2025). Progressive reports no firm-level AI return: Griffith expects the first savings in loss adjustment and other expenses and said in Aug 2026 she would put dollars to the results later.
| Use case | Area | Status | ROI |
|---|---|---|---|
| Machine vision for photo estimating Progressive's machine vision models draft every photo-based repair estimate by identifying parts, damage type and location, repair or replace decisions and labor hours, and estimators then validate or correct each draft. | Claims | In production | Estimates per day doubled; ~200 staff not needed in 2024, credited to machine vision and automation (Mar 2025) |
| Generative AI assistant in claims messaging A customer-facing generative AI assistant inside Progressive's claims text and email platform handles automated tasks, information retrieval and tailored follow-up actions. | Claims | In production | |
| 3D vehicle reconstruction with Gaussian splatting Progressive is using 3D Gaussian splatting on the roughly 1,800 frames of a one-minute customer video to rebuild damaged vehicles in three dimensions, which it expects could sharpen labor-hour predictions and allow virtual inspections of more damage types. | Claims | Pilot | |
| Machine vision at first notice of loss Progressive receives hundreds of thousands of photos a year when claims are first reported and said in Mar 2025 that its machine vision could support finer triage decisions and reviews of estimates written through other channels. | Claims | Announced | |
| Snapshot usage-based pricing Snapshot personalizes auto rates from driving behavior recorded by a device or the mobile app, and Progressive's new product models often include Snapshot enhancements to improve accuracy. | Personal Lines | In production | |
| Coverage package suggestions on progressive.com Progressive uses predictive AI on progressive.com to help shoppers decide on a coverage package that suits them, Tricia Griffith said in Aug 2026. | Personal Lines | In production | |
| Predictive models on unstructured and voice data Progressive builds predictive models on unstructured data and uses voice data to trigger models, work Tricia Griffith said in Mar 2026 will continue. | Enterprise | In production | |
| Flo chatbot The Flo chatbot answers insurance questions in the voice of Progressive's advertising character on Azure AI and hands customers to a licensed agent or progressive.com. | Customer service | In production | |
| AI-generated TV advertising Drive Like an Animal, Progressive's first AI-generated TV ad, promoted Snapshot in 2025 with AI-made animal drivers and the human voice of Flo; Tricia Griffith said it took much less time and money than a regular commercial and performed well on Progressive's new-prospect measures, without giving figures. | Marketing | In production | |
| AI agents for simple policies Tricia Griffith said in Mar 2026 that Progressive wants to serve customers through AI agents where policies are simple, which could change its direct business dramatically. | Distribution | Announced |
Adoption
Progressive spread AI in layers: predictive models in pricing and Snapshot for many years, the Flo chatbot on Azure from 2017, machine vision in claims from a 2019 research effort to full rollout in 2023, AI in recruiting by 2025, generative AI in claims messaging and marketing in 2025, and agentic AI initiatives in 2026. Progressive has not published how many employees have access to generative AI tools or use them, and has not named an employee assistant or coding tool. Tricia Griffith described several generative AI solutions in production in May 2026 and, in Aug 2026, dozens of advanced AI initiatives producing meaningful results; the two statements count different things.
By the numbers
Rollout, first pilot to today
Oct 2015
Pawan Divakarla, Progressive's data and analytics business leader, said Snapshot had gathered data from cars driven 14 billion miles, held in a data warehouse with SAS, R and H2O modeling tools.
2017
Progressive built its first Flo chatbot on Azure Bot Service and Azure Cognitive Services.
2019
Progressive began machine vision research for photo estimating with a small group of photo-estimating representatives.
Feb 2021
Progressive gave the Flo chatbot a custom neural voice through Azure AI Speech, available on Google Assistant devices.
2023
Progressive completed the rollout of machine vision across its photo-estimating organization, after expanding it in 2022.
2025
Progressive added a customer-facing generative AI assistant to a new claims text and email platform and produced its first AI-generated TV ad.
Mar 2025
Matt White told investors that machine vision now drafts 100% of Progressive's photo estimates and had doubled photo-estimating productivity.
May 2025
Progressive's talent acquisition team said it uses AI to forecast hiring needs, source candidates and reduce recruiters' workload across about 800,000 applications a year, with recruiters making the final decisions.
Mar 2026
Tricia Griffith said Progressive had recently formed an AI Strategy Council and was leaning into generative AI with vendors and tests.
May 2026
Tricia Griffith said Progressive had several generative AI solutions in production across experiences for consumers, agents and business owners.
Aug 2026
Tricia Griffith said Progressive had dozens of advanced generative and agentic AI initiatives producing meaningful results and that the AI Strategy Council's plan would go to the board.
Economics & controls
Spend and ROI
Technology spending
Progressive does not disclose a technology budget or what it spends on AI. Matt White said in Mar 2025 that claims IT spending, part of loss adjustment expense, was flat to slightly down through 2016, when an index of the gap between auto policy growth and auto claims staff had risen from 1 to nearly 1.5 since 2007, and that the index grew from 1.5 to 3.4 in the seven years after strategic investment decisions from 2017. Progressive credits that gain to technology investment in claims broadly, not to AI alone, and White acknowledged lower claim frequency as a tailwind.
Reported ROI
Progressive has reported one AI-specific return: machine vision, with related automation, doubled photo-estimating productivity, and Matt White said Progressive would otherwise have needed around 200 more staff in 2024 (Mar 2025). Tricia Griffith said in Mar 2026 that the AI-generated Drive Like an Animal ad took much less time and money than a regular commercial and did well on new-prospect measures, without figures, and said in Aug 2026 that she is comfortable with the returns to date and will put dollars to Progressive's AI initiatives at a future meeting.
Productivity and headcount
Progressive ended 2025 with about 70,000 employees, nearly 4,000 more than a year earlier, and Tricia Griffith wrote that headcount has declined modestly since the third quarter of 2025 and that Progressive expects to serve significantly more customers through 2026 without increasing headcount, thanks to technology and process improvements. Progressive's loss adjustment expense ratio fell 0.2 points in 2025, partly from productivity improvements that Progressive credits to technology and process investments, not to AI alone.
Where savings land first
Tricia Griffith said in Aug 2026 that Progressive's first AI savings will show up in loss adjustment expenses and the expense ratio, and that later initiatives could reduce loss costs. Griffith said in May 2026 that Progressive's new three-year strategic plan, already presented to the board, assumes the non-acquisition expense ratio keeps falling through technology and process changes.
Governance and risk
Board oversight
Progressive's board Technology Committee, chaired by Pamela J. Craig, oversees technology, digital and data strategies, including AI, technology investments and cybersecurity, and met six times in 2025, with the CIO and Chief Security Officer or their teams reporting at each regular meeting. Progressive's 2026 proxy letter says the board has given focused attention in recent years to the responsible use of AI.
AI Strategy Council and responsible AI committee
Progressive formed an AI Strategy Council in early 2026 to set short, medium and long-term AI plans, and Tricia Griffith said in Aug 2026 that its recommendations would go to the board at its next meeting. Progressive also keeps a responsible AI committee that Griffith said checks that AI work follows Progressive's core values.
People check every machine draft
Progressive's machine vision drafts photo estimates that estimators then validate or correct, and Matt White said in Mar 2025 that Progressive will not move to full automation until it is sure it can do so consistent with its claims guiding principles and applicable regulations.
Disclosed risks and regulation
Progressive's 2025 Form 10-K warns that generative and agentic AI could produce flawed or biased outputs that lead to unfairly discriminatory outcomes, draw criticism of how Progressive uses AI, and fall under new rules, noting that nearly half of state insurance departments have adopted the NAIC's AI model bulletin. The 10-K also flags the risk that key vendors use AI in ways that do not meet regulatory standards.
Chatbot disclosure
Progressive followed Microsoft's guidelines for responsible conversational AI when it built the Flo chatbot, which tells users upfront that it is a virtual version of Flo and lets them reach an insurance agent quickly, according to Progressive's release.
Recent signals
Sep 29, 2026
Fortune's 2026 AIQ 75, which ranks Fortune 500 companies on the measurable impact of their AI adoption, placed Progressive at No. 34, after No. 22 on the 2025 AIQ 50.
Aug 4, 2026
Tricia Griffith said Progressive has dozens of advanced generative and agentic AI initiatives producing meaningful results, a responsible AI committee, and an AI Strategy Council whose plan would go to the board, and that the first savings will come in loss adjustment expenses and the expense ratio.
Jul 4, 2026
Andrew Quigg, Progressive's Chief Strategy and Finance Management Officer and its Chief Strategy Officer from 2018 to Feb 2026, became Chief Financial Officer under a board decision of May 8, 2026.
Jun 17, 2026
Progressive said Personal Lines President Pat Callahan will retire from the role in Jan 2027, and that from Jul 4, 2026 Lori Niederst would oversee Personal Lines and CRM as Chief Personal Lines Officer, with Heather Day as CRM President.
May 5, 2026
Tricia Griffith said Progressive had several generative AI solutions in production and a new three-year plan that relies on technology and process changes to keep cutting its non-acquisition expense ratio.
Apr 2026
Dan Witalec, previously senior controller in Claims, became Progressive's Chief Strategy Officer, responsible for corporate strategy and growth in new product lines.
Mar 23, 2026
Progressive's 2026 proxy statement said the board has given focused attention to the responsible use of AI and that its Technology Committee oversees AI within Progressive's technology, digital and data strategies.
Mar 3, 2026
Tricia Griffith told investors Progressive had recently formed an AI Strategy Council to look three to five years ahead, that its first AI-generated ad cost much less time and money than a regular commercial, and that AI agents could change its direct business.
Mar 2, 2026
Progressive's 2025 Form 10-K and shareholder letter described a claims messaging platform with a generative AI assistant, widened the AI risk factor from generative AI to generative and agentic AI, and set a goal of handling more customers in 2026 without adding staff.
Feb 25, 2026
Meghan Walsh told Marketing Dive's CMO Summit that AI let Progressive revive a shelved Snapshot ad concept with significantly less time and budget, even as YouTube comments on the spot were negative.
Nov 4, 2025
Tricia Griffith said Progressive decided around 2016 to speed up its pricing models and has very large R&D groups working on product models constantly, and Pat Callahan said each new product aims to match rate to risk better than the last.
Quick answers
- How does Progressive deploy AI?
- Progressive deploys AI mainly inside its own insurance operations: predictive models personalize auto rates from Snapshot driving data, machine vision models it trained drafted every photo-based repair estimate by Mar 2025, and a generative AI assistant handles follow-ups in claims messaging. CEO Tricia Griffith said in Aug 2026 that dozens of generative and agentic AI initiatives were producing meaningful results, but Progressive has not disclosed an employee AI platform, its model vendors or a dollar return.
- What does Progressive use AI for?
- Progressive has not published a count of its AI use cases; Tricia Griffith said in May 2026 that several generative AI solutions were in production and in Aug 2026 that dozens of advanced generative and agentic AI initiatives were producing meaningful results. Progressive has published a business return for one named use case, machine vision in photo estimating, which with related automation doubled estimates per day and meant Progressive needed about 200 fewer staff in 2024 (Mar 2025). Progressive reports no firm-level AI return: Griffith expects the first savings in loss adjustment and other expenses and said in Aug 2026 she would put dollars to the results later.
- Who leads AI at Progressive?
- AI at Progressive is led by Steve Broz (Chief Information Officer); Pawan Divakarla (Chief Technology Officer); Matt White (Business Leader, Claims Data & Analytics). Ownership of AI on the org chart: Chief Strategy Officer Dan Witalec and the CTO manage AI together under CEO Tricia Griffith (Aug 2026); CIO Steve Broz runs IT.
- What AI platform does Progressive use?
- Progressive has named no internal generative AI platform; its AI runs inside business systems, such as the claims machine vision models it built for photo estimating and a 2025 claims text and email platform with a generative AI assistant.
- Which AI models does Progressive use?
- Progressive trains its own supervised machine vision and predictive models and built its Flo chatbot on Microsoft Azure AI in 2017, but it has not said which large language model providers power its generative AI tools.
- How many Progressive employees use AI?
- Progressive has not published how many of its about 70,000 employees use AI tools; Tricia Griffith said several generative AI solutions were in production in May 2026 and dozens of advanced AI initiatives were producing results in Aug 2026.
- How far has AI spread at Progressive?
- Progressive sits at the high end of Piloting: predictive models and machine vision run at scale in pricing and claims, where models drafted 100% of photo estimates by Mar 2025, and Tricia Griffith said several generative AI solutions were in production in May 2026 and dozens of advanced AI initiatives were producing results in Aug 2026. Progressive falls short of Scaling because it has disclosed no company-wide AI assistant or employee usage, its AI Strategy Council was still taking its plan to the board in the second half of 2026, and it has not reported AI's financial effect.
Open questions
- Which large language model providers and clouds power Progressive's generative AI tools, including the claims messaging assistant, and does any customer data train them?
- How many Progressive employees have access to generative AI tools, and does Progressive run an internal assistant or AI coding tools for its IT staff?
- What dollar return do Progressive's dozens of advanced AI initiatives deliver, and will Tricia Griffith give figures at the Nov 3, 2026 investor call or a later meeting?
- Who is Progressive's Chief Technology Officer, how are AI responsibilities split between the CIO, the CTO and the Chief Strategy Officer, and who chairs the AI Strategy Council and the responsible AI committee?
- What did the AI Strategy Council recommend to Progressive's board in the second half of 2026?
- How many AI, machine learning and data science specialists does Progressive employ across claims, pricing, marketing and IT?
- What business return do Progressive's deployed tools without published figures deliver, such as the claims generative AI assistant, the Flo chatbot and the AI-generated ad?
- How far has photo-estimating productivity moved since Mar 2025, and has Progressive begun straight-through processing for any claims?
- How much of the expected 2026 efficiency, serving more customers without more staff, does Progressive credit to AI rather than other technology and process changes?
Sources
Progressive
Filings, letters and investor materials
- Tricia Griffith, letter to shareholders, 2025 Annual Report (Mar 2, 2026)
- Progressive 2025 Form 10-K (filed Mar 2, 2026)
- Progressive 2026 proxy statement (Mar 23, 2026)
- Progressive Form 8-K: board elects Andrew Quigg CFO (May 12, 2026)
- Progressive Form 8-K: Personal Lines and CRM management changes (Jun 17, 2026)
- Progressive September and third-quarter 2026 results release (Oct 14, 2026)
- Q2 2026 investor event transcript, Fortune (Aug 4, 2026)
- Q2 2026 investor event transcript, Investing.com (Aug 4, 2026)
- Q1 2026 investor event transcript, Fortune (May 5, 2026)
- Q4 2025 investor event transcript, Fortune (Mar 3, 2026)
- Q3 2025 investor event transcript, Fortune (Nov 4, 2025)
- Q4 2024 investor event on claims, transcript, Fortune (Mar 4, 2025)
News and rankings
- Fortune: Progressive company profile and rankings, including AIQ 75
- Fortune: 2026 Fortune AIQ 75 list announced (Sep 29, 2026)
- Fortune: Most Powerful Women 2026, Tricia Griffith
- Repairer Driven News: Progressive investors hear about AI strategies, successes (Mar 10, 2026)
- Marketing Dive: How Progressive balances AI use with authenticity (Feb 27, 2026)
- Fortune (HR Brew): Progressive is hiring 12,000 workers and using AI to parse applications (May 25, 2025)
- Digital Insurance: A look under Progressive's big data hood (Oct 6, 2015)
Data confidence
- Confirmed
- Stated in a primary or reputable public source.
- Estimated
- Derived or approximated from public reporting.
- Unconfirmed
- Reported, but not yet corroborated.
Progressive profile · Enterprise AI diffusion report by Imagine · facts checked against their sources on Nov 1, 2026
