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GrowthAI · Boston

Lazarus AI raises $43m from insurers and venture funds for on-premises enterprise AI

The Boston company, backed by QBE and State Farm Ventures, sells AI that customers can run behind their own firewall, and did not name a lead investor or stage.

s/rFunding deskNorth America · 2 min read

Lazarus AI, a Boston enterprise AI company, announced $43m in funding on 3 November 2026. The investors named in the announcement include QBE, Mucker Capital, Motivate Ventures, State Farm Ventures, Wave Function Ventures, Indelible Solutions, Joyance Partners, AllegisNL Capital, One Way Ventures, AngelList, Techstars and Plug and Play, along with others.

Neither the company's release, distributed by Business Wire, nor the Dealroom report on it named a stage or a lead investor, and no valuation was disclosed. The Growth label used on this site is an editorial classification, not one the company used.

The company said it will use the money to expand strategic partnerships, invest in research and development, and bring new products to market.

“Our customers keep sensitive data inside their walls, approve every model change and see the evidence behind every result.”Alex Panait, CEO, Lazarus AI

What Lazarus AI sells

Lazarus pitches what it calls independent AI: systems that customers run on their own premises, in sovereign environments or in their own cloud, with no per-token charges and no need to rebuild when models or hardware change. Its tagline is "Independent AI for an Independent World." The company targets regulated organisations such as insurers, healthcare providers, government agencies and financial institutions, and says it serves North America, Asia-Pacific and Europe.

It has three main products. The Applied Intelligence System analyses documents and cites each finding to its source page; the company reports a 12.5-point field-level accuracy gain over standalone models and says it has been used in 150 customer use cases. Clearwing finds vulnerabilities in source code, reproduces them, grades the evidence and proposes fixes, with engineers deciding whether to deploy. Constructor recovers business logic from decades-old systems and generates code that it says is proven equivalent to the original.

The company said two of the world's largest mainframe makers are in pilots for Constructor, without naming them. It also said that in a modelled high-volume scenario its annual operating costs fell 78% compared with pay-per-use frontier models. Dealroom noted that these claims were not independently verified.

Earlier backing and leadership

QBE's venture arm announced a strategic investment in Lazarus AI in October 2024, according to Insurtech Digital. That article gave no amount or other investors. It named Ariel Elizarov as CEO and co-founder at the time and described the company's ATLS system as a multimodal tool that analyses handwritten documents, typed data, video and images, cites its sources and logs its decisions.

The November 2026 release quoted Alex Panait as chief executive. The sources do not explain the change in leadership or say who the other founders are. Dealroom listed the company as founded in 2017 and based in Boston. Neither source gave a headcount, a total raised or named customers.

What the company said

Panait said: "Our customers keep sensitive data inside their walls, approve every model change and see the evidence behind every result." He also said the opportunity in AI is enormous.

The release described insurers, government agencies and technology companies as users of the platform without naming any of them. Insurtech Digital said several global insurers had implemented Lazarus technology as of 2024, also without names.

Company website: lazarus.ai