# Libre Analytics

> Libre Analytics is a data analytics and AI research firm building observable, auditable automation for high-stakes work. Every decision our systems make can be cited, sourced and traced. Our first products, AdjustEdge and LeadsEdge, serve property insurance and restoration.

Libre Analytics is one page with anchored sections. Everything below is also on https://libreanalytics.ai; facts are kept in one source and published to both.

## Site map
- [Home](https://libreanalytics.ai/): who we are, in one screen
- [Auditability](https://libreanalytics.ai/#auditability)
- [Approach](https://libreanalytics.ai/#approach)
- [Research](https://libreanalytics.ai/#research)
- [Products](https://libreanalytics.ai/#products)
- [Investors](https://libreanalytics.ai/#investors)
- [Company](https://libreanalytics.ai/#company)
- [Get in touch](https://libreanalytics.ai/#contact): one form for companies, investors and partners

## Approach: observable, auditable AI
Most AI asks to be trusted. Ours is built to be checked. Every system we ship records what it read, how it reasoned, what it decided and what it did, so a person, a regulator or a client can follow any output back to its origin.
- Cite: Every claim points to the exact message, page or line it rests on.
- Source: Every figure keeps its lineage: where it came from, when, and what changed it.
- Trace: Every decision keeps the reasoning steps that produced it, in order.
- Audit: Every action is logged with what, when and who approved it, and can be replayed.

## What we do
Libre is industry-agnostic by design. The same method (study the workflow, model the data, automate the handoffs, prove every output) carries from one domain to the next. Each system we build makes the next one faster.
- Data analytics: Audits, pipelines and decision analytics built on the data an operation already produces.
- AI research: Document understanding, retrieval and domain reasoning, including our own model, Clarity.
- Integrated automation: Systems that connect email, ERPs, CRMs and files so work flows without re-keying.

## Products in market
- [AdjustEdge](https://adjustedge.ai): Claims software for public adjusting firms. EdgeOS 2 reads each claim’s email and keeps its work, money, people, files and timeline up to date by itself, with the source behind everything. Status: EdgeOS 2 · Fall 2026.
- [LeadsEdge](https://leadsedge.ai): Post-loss research for restoration and public adjusting. Enter an address and a peril. LeadsEdge fuses live public data into one loss readout: the property, the owner, the event, code triggers and the math, with every field grounded to a source. Status: Live · Rolling out.

## Traction
From first idea and prototype to a profitable product in seven months, then in four. Plenty of AI products cost more to run than they earn; ours don’t. AdjustEdge turned profitable at its second release and LeadsEdge at its first, and both keep improving every few weeks, because our research goes into features that pay back, not features that demo well.
- AdjustEdge: research began Aug 2025; releases V1 Feb 2026, V2 Mar 2026, V3 May 2026, V4 Jul 2026, V5 Oct 2026 (EdgeOS 2). Profitable from V2.
- LeadsEdge: research began Jan 2026; releases V1 May 2026, V2 Aug 2026; V3 planned Oct 2026. Profitable from V1.

## Research
- Clarity (In alpha with select partners): Clarity is Libre’s proprietary model, built for the documents, decisions and rules that complex operations run on. It researches, finds answers and builds strategy with the full context of the work behind it. Its first proving ground is property claims.
- Supply chain automation and analytics (Research): Supply chains run on the same mess of email, spreadsheets and exceptions that claims do. Drawing on years of global supply-chain and analytics transformation work, we’re exploring how source-traced AI applies to planning, procurement and logistics.

## Investors and partners
Libre ships real products to real customers, and keeps improving them at a pace few teams match. Underneath is one shared core (document understanding, source tracing, integration and domain reasoning), so each new vertical starts further ahead than the last.
We’re profitable and not raising on a deadline. But we’re always glad to meet investors and partners who see what we see, and the right ones help us reach the next vertical sooner.
- AdjustEdge (Live): Five releases since Feb 2026
- LeadsEdge (Live): Rolling out to restoration and adjusting firms
- Clarity (Alpha): Proprietary model · select partners
- Supply chain (Research): Automation and analytics
Market context, each figure linked to its source:
- 30 US jurisdictions now set AI governance expectations for insurers: 26 have adopted the NAIC AI Model Bulletin, 4 have their own rules. Source: [NAIC adoption map, Aug 31 2026](https://content.naic.org/sites/default/files/legal-adoption-map-ai-model-bulletin.pdf)
- ~75% of global insurtech funding in Q1 2026 went to companies with AI at the core of the product. Source: [Gallagher Re, Q1 2026](https://insurabeat.com/global-insurtech-funding-rises-27-to-943m-in-q1-2026-with-ai-accounting-for-three-quarters-of-capital-3/)
- $222B in US AI and ML venture deal volume in 2025, up 105% year over year. Source: [PitchBook-NVCA, via Houlihan Lokey](https://www2.hl.com/ai-in-vertical-software-q1-2026.pdf)

## Our story
We started because we kept seeing the same thing: smart people in complex industries spending half their day on work a well-built system could handle in seconds. Not because they lacked talent. Because the tools weren’t built for their actual job.
“Libre” means free. Free from the operational drag that holds organizations back. Free from the false choice between speed and trust. Free to work at the highest level of your talent, because the systems behind you handle the rest.
We research. We build. And when the pattern is clear and repeatable, we productize. AdjustEdge and LeadsEdge both began that way: a real workflow studied up close, then turned into a product that pays for itself.
And Libre runs on what it builds. Product management, finance and email automation all run on systems we engineered, and our products are built, tested, shipped and supported by our own agent infrastructure on Clarity, with a person approving every consequential step. The standard we build products to is the one we run the company on: deliberately lean, fast and profitable.
Vision: Help the world break free from decision latency.
Values: Curiosity, Clarity, Growth, Excellence, Integrity.

## Contact
Use the form at https://libreanalytics.ai/#contact and choose the path that fits, or email info@libreanalytics.ai.
- A company with work to automate: You run operations that live in inboxes, documents and spreadsheets, and want a system that does the work.
- An investor or fund: You back vertical AI that ships real products, and want to see how ours work.
- An industry partner: You’re in insurance, restoration, data or technology, and see something we could build together.