CompScience
AI-powered insurtech combining computer-vision safety analytics with workers’ compensation insurance.
Website: https://www.compscience.com/
Cover Block
Open sources
| Field | Detail |
|---|---|
| Name | CompScience |
| Tagline | AI-powered insurtech combining computer-vision safety analytics with workers’ compensation insurance. |
| Headquarters | San Francisco, US [CompScience, retrieved 2024] |
| Founded | 2019 [iireporter.com, March 2023] |
| Stage | Series B [Tracxn] |
| Business model | B2B |
| Industry | Insurtech |
| Technology | AI / Machine Learning |
| Geography | North America |
| Growth profile | Venture Scale |
| Founding team | Solo Founder |
| Founder | Josh Butler [LinkedIn] |
| Funding label | $10M+ |
| Total disclosed financing | Approximately $43.6 million (estimated) [CompScience, October 2022] [SiliconANGLE, July 2023] [CompScience, March 2024] |
Links
Open sources
- Website: https://www.compscience.com/
- Careers: https://www.compscience.com/careers/
- About Us: https://www.compscience.com/about-us/
What an Investor Needs First
PUBLIC CompScience is a San Francisco insurtech that combines computer-vision workplace safety analytics with workers' compensation insurance, and it merits attention because it is trying to tie loss prevention directly to underwriting economics rather than selling safety software as a stand-alone tool [insurancebusinessmag.com, October 2022] [SiliconANGLE, July 2023]. Founded in 2019, the company traces its origin to founder and CEO Josh Butler's work in perception analytics for self-driving cars, with Butler saying he redirected that technical base toward workplace safety after a family member was injured on a construction site [iireporter.com, March 2023].
The core offer is the Intelligent Safety Platform, which analyzes footage from customers' existing camera systems and, according to the company and press coverage, identifies more than 50 behavioral and environmental hazards; the practical differentiator is that CompScience does not require new on-site hardware and pairs the analytics layer with workers' compensation coverage and risk management services [insurancebusinessmag.com, October 2022] [SiliconANGLE, July 2023] [CompScience, retrieved 2024]. The operating model appears to be B2B and carrier-aligned, with CompScience describing itself as a technology-enabled managing general agent, or MGA, and company materials pointing to insurance relationships that connect safety performance with pricing and coverage decisions [CompScience, retrieved 2024] [CompScience, March 2024].
On team quality, the public record is strongest on Butler's background and thinner on named executives, although company materials state that the broader team includes alumni from Liberty Mutual, Accident Fund, The Hartford, Metromile, Zurich, Chubb, and AIG [Bloomberg Markets] [Crunchbase] [CompScience, retrieved 2024]. Funding is better established: CompScience announced a $6 million seed in October 2022, press coverage reported a $10 million round led by Valor Equity Partners in July 2023, and company and database sources indicate a $27.6 million Series B led by Sands Capital, implying roughly $43.6 million total disclosed financing (estimated) across known rounds [CompScience, October 2022] [SiliconANGLE, July 2023] [CompScience, March 2024] [Tracxn].
The next 12 to 18 months will matter less for category storytelling than for proof that the insurance-plus-software model scales with repeatable underwriting performance, broader broker adoption, and independently corroborated customer outcomes. Public traction claims, including reported injury-rate reductions of up to 23%, are directionally interesting but still rest largely on company-linked or lightly verified sources, so the key watchpoint is whether CompScience can convert technical credibility into durable, externally validated operating results [SiliconANGLE, July 2023] [globenewswire.com, March 2023].
Claim stands unchecked -- This section uses a mix of independent press coverage and company materials, but several material operating claims, including outcomes and insurance-model details, remain company-linked or lightly corroborated.
Taxonomy Snapshot
| Axis | Value |
|---|---|
| Stage | Series B |
| Business Model | B2B |
| Industry / Vertical | Insurtech |
| Technology Type | AI / Machine Learning |
| Geography | North America |
| Growth Profile | Venture Scale |
| Founding Team | Solo Founder |
| Funding | $10M+ (total disclosed ~$43,600,000) |
Inside the Company
PUBLIC
The basic outline is clear enough from public records: CompScience is a San Francisco-based insurtech founded in 2019, built around the idea that workplace safety data can be extracted from existing camera infrastructure and tied more directly to workers' compensation underwriting [CompScience, retrieved 2024]. The company identifies Josh Butler as founder and chief executive, and frames the business as a technology-enabled managing general agent, or MGA, focused on workers' compensation insurance and AI-driven safety analytics [CompScience, retrieved 2024].
The chronology that can be confirmed from company materials is relatively compact. CompScience says it closed a $6 million seed round in October 2022, naming Working Capital Fund, Preface Ventures, Hustle Fund, and Pathbreaker Ventures among the backers [CompScience, October 2022]. By March 2024, the company was publicly describing itself as having closed a $27.6 million Series B led by Sands Capital, while also stating that it had launched an MGA backed by Nationwide and Swiss Re [CompScience, March 2024]. Those milestones suggest the company has moved from an initial product-and-distribution thesis into a more capitalized insurance operating model, although the underlying legal entity details are not established in the cited company sources.
Claim stands unchecked -- This section relies primarily on company website and company blog disclosures, with no independent state filing or Crunchbase citation used here to corroborate the material milestones.
Under the Hood
MIXED
The product story is straightforward, and that clarity matters in a category where safety software can drift into abstraction. CompScience says its Intelligent Safety Platform analyzes video from customers’ existing camera systems to identify workplace hazards, rather than requiring new on-site hardware, and SiliconANGLE reported the platform can detect more than 50 behavioral and environmental hazards using AI and data science techniques [insurancebusinessmag.com, October 2022] [SiliconANGLE, July 2023]. In practice, the company positions that output as operational guidance for targeted safety improvements, employee coaching, and loss prevention, with the insurance layer tied back to underwriting and pricing rather than sold as a separate afterthought [CompScience, retrieved 2024] [iireporter.com, March 2023].
The second layer is the insurance workflow, which is where the model becomes more than a computer vision tool. CompScience describes itself as a technology-enabled managing general agent for workers’ compensation, and its website says the platform aligns underwriting, risk management, and safety performance in one system [CompScience, retrieved 2024]. The company also markets Risk Navigator by CompScience as a product that turns loss runs into instant insights, and public partner materials describe the broader offer as video analytics paired with data-driven recommendations intended to reduce accidents and premiums [CompScience, retrieved 2024] [insurancebusinessmag.com, October 2022]. That framing suggests the differentiation rests less on a standalone vision model and more on whether CompScience can convert safety observations into better underwriting selection and broker-friendly distribution.
The public evidence on technical architecture is thin, so any deeper stack description would overreach. What is visible is directional hiring around underwriting and enterprise go-to-market, including open roles for Senior Vice President of Underwriting, Enterprise Sales Manager, and Business Development Manager, Central Region, which points to commercial and insurance operations scaling rather than a newly disclosed product line [jobs.ashbyhq.com, retrieved 2024]. Claims about injury-rate reductions and claims reductions are best read as company-reported outcomes at this stage, since the cited sources attribute those figures to CompScience or partner-linked narratives rather than independent audits [SiliconANGLE, July 2023] [globenewswire.com, March 2023] [dig-in.com].
Claim stands unchecked -- Core product descriptions are supported by press coverage and company materials, but several material capability and outcome claims remain company-sourced or only lightly corroborated.
Market Research
Market context
PUBLIC The market matters because CompScience sits at the intersection of workplace safety software and workers’ compensation insurance, two budgets that tend to hold attention even when broader software spending becomes selective [insurancebusinessmag.com, October 2022] [CompScience, retrieved 2024]. Public sources do not provide a verified TAM, SAM, or SOM for CompScience itself, so the cleaner approach is to frame the opportunity through adjacent public markets rather than force precision that the evidence does not support.
The cited reporting is consistent on one point: CompScience is not selling a generic analytics tool, it is tying computer vision to an insured loss category with persistent cost pressure [insurancebusinessmag.com, October 2022] [SiliconANGLE, July 2023]. That matters because buyers in workers’ compensation already spend on loss control, underwriting, broker distribution, and claims management, which gives the company several potential entry points if the product can show measurable reduction in incidents or premiums [insurancebusinessmag.com, October 2022] [CompScience, retrieved 2024].
| Market lens | Public evidence | Relevance to CompScience |
|---|---|---|
| Workplace safety and loss prevention | CompScience positions its product around identifying workplace hazards from existing camera footage and recommending corrective action [insurancebusinessmag.com, October 2022] [SiliconANGLE, July 2023] | Suggests budget may come from safety, operations, or risk teams rather than only IT |
| Workers’ compensation insurance | CompScience describes itself as a technology-enabled MGA focused on workers’ compensation and says it aligns underwriting, risk management, and safety performance [CompScience, retrieved 2024] | Indicates the addressable spend includes insurance placement and risk services, not only software fees |
| Commercial insurance distribution | The company says it offers a commission structure for brokers and reported relationships with carrier and reinsurance partners including Nationwide, Swiss Re, The Hartford, and Sompo [CompScience, October 2022] [CompScience, retrieved 2024] [SiliconANGLE, July 2023] | Points to a go-to-market model that depends partly on broker and carrier channels |
The public record supports a broad opportunity shape, but not a defensible market-size figure. For investors, the immediate implication is that diligence should focus less on headline TAM and more on whether CompScience can convert safety outcomes into underwriting advantage and broker adoption at repeatable unit economics.
A practical demand driver is that the product uses customers’ existing camera systems, which lowers deployment friction relative to models that require new hardware at each site [insurancebusinessmag.com, October 2022]. Another is the company’s claim that its Intelligent Safety Platform can identify more than 50 behavioral and environmental hazards, which, if validated in live deployments, creates a path to ongoing engagement rather than one-time inspections [SiliconANGLE, July 2023]. The strongest commercial signal in public sources is not revenue, which was not disclosed, but the repeated emphasis on carrier relationships and the MGA structure, suggesting the market is responding to a combined risk-prevention and insurance proposition rather than software alone [CompScience, October 2022] [CompScience, retrieved 2024].
Adjacent markets matter here because CompScience can be compared to several spending buckets at once. One substitute is traditional safety consulting and audit work, where buyers pay for periodic site reviews and compliance support rather than continuous video analysis [safetyconsultantsusa.com]. Another is stand-alone video analytics or computer vision software sold into operations, security, or industrial monitoring, where value is often framed around detection and workflow rather than premium impact [SiliconANGLE, July 2023]. A third is the established workers’ compensation services stack, including carriers, MGAs, TPAs, brokers, and loss-control vendors, where incumbents already own distribution and claims data but may not have the same computer-vision layer [CompScience, retrieved 2024] [insurancebusinessmag.com, October 2022].
Regulation and macro conditions are supportive in a general sense, though the evidence here is directional rather than quantified. Workplace injury prevention remains a board-level and insurer-level issue because employers face direct claim costs, operational disruption, and compliance exposure when injuries occur, especially in construction, logistics, and other operational environments referenced in the public reporting [insurancebusinessmag.com, October 2022] [iireporter.com, March 2023]. At the same time, any model built on workplace video has to clear practical concerns around privacy, employee acceptance, and insurer confidence in the analytics, which means adoption can depend as much on governance and workflow fit as on model accuracy [insurancebusinessmag.com, October 2022] [CompScience, retrieved 2024].
Partially corroborated -- Market framing is supported by named public sources on product scope, insurance model, and buyer context, but no independent third-party TAM study was captured for this section.
Competition and Substitutes
Competitive map
MIXED CompScience is competing less against a single direct rival than against three alternative buying motions: traditional workers' compensation carriers, point-solution safety software, and manual broker or consultant-led loss control.
The first comparison point is the incumbent insurance stack. CompScience presents itself as a technology-enabled managing general agent focused on workers' compensation, with underwriting and safety analytics tied together in one offering [CompScience, retrieved 2024]. That puts it in practical competition with established carriers and carrier programs that already sell workers' compensation coverage and loss-control services, including partners and adjacent institutions named in public materials such as Nationwide, Swiss Re, The Hartford, and Sompo [SiliconANGLE, July 2023] [CompScience, October 2022] [CompScience, March 2024]. The distinction is that CompScience's pitch starts from video-based hazard detection on existing cameras, then connects those observations to underwriting and pricing, rather than offering insurance first and periodic safety services second [insurancebusinessmag.com, October 2022] [iireporter.com, March 2023].
The second comparison point is the operational safety layer. Public materials position the Intelligent Safety Platform as software that analyzes facility video to identify more than 50 behavioral and environmental hazards [SiliconANGLE, July 2023]. That makes adjacent substitutes fairly clear even without named startup peers in the source set: employers can buy standalone safety audits, internal EHS workflows, or consultant-led construction and workplace reviews instead of adopting computer-vision monitoring tied to insurance [safetyconsultantsusa.com, retrieved 2026]. In that sense, CompScience is asking buyers to replace a fragmented process, safety review, broker advice, and claims experience analysis, with a single data stream tied to premium economics.
The third comparison point is distribution. CompScience's public positioning gives brokers a visible role through a stated commission structure for initial sales and renewals, while also advertising an MGA model for the middle market [CompScience, retrieved 2024] [CompScience, March 2024]. That suggests its nearest commercial alternative may be a broker placing conventional workers' compensation coverage with a carrier that offers standard loss-prevention support. If that channel remains open, CompScience can ride incumbent distribution rather than build a fully direct motion. If brokers or carrier partners decide the technology belongs inside their own existing programs, the same channel can compress the company's room to differentiate.
Edge and exposure
MIXED The clearest edge today is product architecture matched to insurance economics. CompScience says it can analyze customers' existing camera systems, which lowers deployment friction relative to any safety model that requires new hardware or a full site retrofit [insurancebusinessmag.com, October 2022]. That matters because the company is not selling a generic computer-vision tool; it is selling a coverage-plus-safety proposition in which the value argument improves if loss ratios improve [CompScience, retrieved 2024]. Josh Butler's reported background in perception analytics for self-driving cars also fits the technical problem unusually well, at least at the founder level [iireporter.com, March 2023].
That edge is promising but not automatically durable. The computer-vision layer is only defensible if CompScience can compound proprietary workplace video, claims outcomes, and underwriting feedback into a data asset that gets better with scale. Public evidence shows product ambition and partner claims, including reported collaborations with Swiss Re and Nationwide and company claims of injury-rate reduction, but those outcome figures remain company-linked rather than independently audited [SiliconANGLE, July 2023]. If the real moat is distribution through brokers and insurance partners, then durability depends less on model quality alone and more on renewal performance, regulatory execution, and whether carrier relationships remain exclusive enough to matter.
The exposure is straightforward. Nationwide, Swiss Re, The Hartford, and Sompo are named in CompScience materials as collaborators or insurance partners, but each represents a category of much larger institution with established balance sheets, underwriting infrastructure, and broker reach [CompScience, October 2022] [CompScience, March 2024] [SiliconANGLE, July 2023]. If large carriers decide that video-based hazard detection should sit inside their own risk-control offerings, CompScience could be pushed toward software-vendor economics rather than differentiated insurance economics. The company is also exposed to buyer caution around workplace video analysis, since adoption can stall if legal, labor, or privacy concerns outweigh premium savings, and the public source set does not yet show broad independent customer validation across many sectors.
Most plausible 18-month scenario
MIXED The most plausible near-term outcome is not winner-take-all. It is a sorting process in which carriers, brokers, and employers decide whether computer vision belongs as an embedded underwriting input or as an external safety application. CompScience has a credible case to be a winner if broker-led middle-market distribution keeps favoring solutions that reduce friction by using existing cameras and by linking safety observations to workers' compensation placement [insurancebusinessmag.com, October 2022] [CompScience, retrieved 2024]. In that scenario, The Hartford is a winner if incumbent carriers continue partnering rather than replicating, because carriers keep distribution and paper while adding a differentiated prevention layer [CompScience, October 2022].
The likely loser if conditions break the other way is the standalone consultant or manual loss-control workflow, particularly where safety reviews remain episodic and disconnected from underwriting feedback. That substitute becomes less attractive if buyers start expecting continuous video-based hazard identification and measurable claims impact. The more consequential risk for CompScience is that a named incumbent such as Nationwide, Swiss Re, or The Hartford gains enough internal confidence to absorb the workflow into a broader carrier proposition, leaving CompScience to compete on features rather than on integrated insurance outcomes [SiliconANGLE, July 2023] [CompScience, October 2022] [CompScience, March 2024].
Claim stands unchecked -- This section relies heavily on company materials and partner references, with no named direct startup competitors in the source set and limited independent validation beyond insurance trade coverage.
Opportunity
PUBLIC
The prize here is unusually large if execution holds: CompScience is trying to connect safety analytics, underwriting, and broker distribution inside one workers' compensation workflow, which creates a path to becoming more than a point solution in a large, recurring insurance spend category [insurancebusinessmag.com, October 2022] [CompScience, retrieved 2024].
The headline opportunity is not simply better video analytics. It is the chance to become a scaled workers' compensation platform where risk selection, loss prevention, and premium pricing reinforce each other. Public evidence shows the company already presents itself as a technology-enabled managing general agent, pairs its safety product with insurance, and sells through broker-facing economics as well as employer outcomes, which makes the ambition at least directionally reachable rather than purely conceptual [CompScience, retrieved 2024] [insurancebusinessmag.com, October 2022]. The product design matters here: CompScience analyzes video from customers' existing camera systems, rather than requiring new hardware, and SiliconANGLE reported that its Intelligent Safety Platform identifies more than 50 workplace hazards [insurancebusinessmag.com, October 2022] [SiliconANGLE, July 2023]. That lowers deployment friction and broadens the set of employers who can trial the platform inside an existing insurance relationship.
The most credible public paths to scale are still concentrated in distribution and underwriting, not only software seat growth.
| Scenario | What happens | Catalyst | Why it's plausible |
|---|---|---|---|
| Carrier-backed safety-to-insurance loop | CompScience becomes a preferred workers' compensation placement for mid-market employers that also want active safety monitoring, letting it win premium volume and software-like engagement in the same account. | The company has publicly tied its model to collaborations with Swiss Re and Nationwide, and says it launched an MGA backed by those partners [SiliconANGLE, July 2023] [CompScience, March 2024]. | The model already combines safety analytics with insurance coverage, which is a stronger wedge than a standalone dashboard if buyers want fewer vendors in risk management [insurancebusinessmag.com, October 2022] [CompScience, retrieved 2024]. |
| Broker channel compounding | CompScience becomes a broker-friendly specialty option in workers' comp, using commissions and differentiated underwriting to win repeated placements across books of business. | The company says it offers a transparent commission structure for brokers on initial sales and renewals, and current hiring includes business development and underwriting leadership roles [CompScience, retrieved 2024] [jobs.ashbyhq.com, retrieved 2024]. | In commercial insurance, brokers remain the distribution gatekeepers for many middle-market accounts. A product that promises loss reduction and pricing relevance has a clearer reason to be carried by producers than software sold site by site [insurancebusinessmag.com, October 2022]. |
| Safety system of record for high-risk industries | CompScience expands from underwriting support into the operating layer employers use for audits, coaching, and claims reduction across construction, logistics, and industrial environments. | The company offers construction safety audits, loss-run analysis through Risk Navigator, and workplace video analysis on existing cameras [safetyconsultantsusa.com, retrieved 2026] [CompScience, retrieved 2024] [insurancebusinessmag.com, October 2022]. | The product surface is already wider than one model output. If employers use the platform before renewal, during active operations, and after incidents, retention could start to look more like operational software than episodic insurance tech [CompScience, retrieved 2024]. |
What compounding looks like is fairly specific. Each insured account can produce more video exposure to varied workplace conditions, more observed hazards, more safety interventions, and eventually more underwriting signal. If that loop works, better detection should improve coaching and loss prevention; better loss prevention should support broker conversations and carrier capacity; more insured employers should in turn widen the data available to improve underwriting and hazard models. The early signs are public but still company-weighted: CompScience says it aligns underwriting, risk management, and safety performance in one platform, and outside coverage reported claimed injury-rate reductions of 23% in collaborations involving Swiss Re and Nationwide [CompScience, retrieved 2024] [SiliconANGLE, July 2023]. The hiring pattern also fits the same flywheel. Open roles in underwriting, sales, and regional business development suggest the company is staffing both risk selection and distribution, not only engineering, which is consistent with building an integrated insurance engine [jobs.ashbyhq.com, retrieved 2024].
The size of the win is best framed as strategic category value rather than a neat revenue multiple, because the public record here does not provide enough verified operating metrics for a tighter model. If CompScience were to become a recognized underwriting and safety platform for the middle market, the outcome could resemble a scaled specialty insurtech or a strategically important carrier partner rather than a conventional workplace SaaS vendor. With at least $43.6 million in reported financing across seed, a 2023 growth round, and a Series B led by Sands Capital, the company has raised enough to pursue that integrated play at meaningful scale, though the total should still be treated as approximate (estimated) [CompScience, October 2022] [SiliconANGLE, July 2023] [CompScience, March 2024] [ai-market-watch.com]. A reasonable upside framing is that, if the carrier-backed safety-to-insurance loop becomes durable, CompScience could plausibly grow into a billion-dollar enterprise value business (scenario, not a forecast), because it would be monetizing both software-like risk intelligence and recurring insurance distribution economics inside a category where losses and premiums are material for employers [insurancebusinessmag.com, October 2022] [CompScience, retrieved 2024].
Claim stands unchecked -- This section relies materially on company statements about product scope, MGA positioning, broker economics, and partner-backed traction, with partial corroboration from Insurance Business America and SiliconANGLE.
Sources
Open sources
[CompScience, retrieved 2024] CompScience | https://www.compscience.com/
[iireporter.com, March 2023] CompScience CEO Josh Butler Anticipates Huge Injury Rate Reductions | https://iireporter.com/compscience-ceo-josh-butler-anticipates-huge-injury-rate-reductions/
[insurancebusinessmag.com, October 2022] Startup helps control workers’ comp costs | https://insurancebusinessmag.com/us/news/technology/startup-helps-control-workers-comp-costs-419443.aspx
[SiliconANGLE, July 2023] CompScience, which uses visual AI to eliminate workplace safety hazards, raises $10M | https://siliconangle.com/2023/07/27/compscience-uses-visual-ai-eliminate-workplace-safety-hazards-raises-10m/
[LinkedIn, retrieved 2026] Chris Eng - Sands Capital | LinkedIn | https://www.linkedin.com/in/chris-eng-48b62b25/
[CompScience, October 2022] CompScience Receives Workers’ Comp Insurance Industry Validation and Closes 6M Seed Round | https://www.compscience.com/blog/compscience-receives-workers-comp-insurance-industry-validation-and-closes-6m-seed-round/
[CompScience, March 2024] ITC and Sønr Name CompScience #1 Innovative InsurTech Startup | https://www.compscience.com/blog/insuretech-connect-sonr-global-award/
[globenewswire.com, March 2023] CompScience AI-powered safety analytics reduce claims by up to 23% | https://www.globenewswire.com/
[Bloomberg Markets, retrieved 2026] Josh Butler, FlowBelow Aero Inc: Profile and Biography | https://www.bloomberg.com/profile/person/21561545
[Crunchbase, retrieved 2026] Josh Butler | https://www.crunchbase.com/
[jobs.ashbyhq.com, retrieved 2024] CompScience jobs | https://jobs.ashbyhq.com/compscience/53a35bd2-b13e-4cd8-bb70-fd252607b951
[dig-in.com, retrieved 2026] CompScience | https://www.dig-in.com/
[safetyconsultantsusa.com, retrieved 2026] Safety Consultants USA | https://safetyconsultantsusa.com/
Articles about CompScience
- CompScience's AI Safety Cameras Land a $27.6 Million Bet on the Industrial Workplace — The insurtech, which analyzes existing security footage to predict and prevent injuries, has reported a 23% reduction in claims with partners like Swiss Re.