Solve critical problems while maintaining control over models, data, deployment, and economics.
A small number of providers increasingly shape the models, infrastructure, economics, and constraints organizations depend on — creating exposure around cost, data, availability, governance, and freedom to act.
AI should amplify human judgment, creativity, and productivity — not demand that you surrender your data, models, operating environment, or future choices. Independence is resilience. Independence is advantage.
We apply AI to consequential business problems — productivity, security, modernizing critical technology — while giving you greater control over technology, economics, and outcomes.
Apply AI to expensive, manual, and complex work.
AIS · Constructor · Scribe
Improve security and strengthen control over how AI is used.
Clearwing · Hexis
Control models, data, deployment, economics — and keep the freedom to change providers.
The Lazarus platform
Platform
Open-weight models, orchestration, governance, and flexible deployment — so you choose and operate AI with real control over data, model choice, infrastructure, and economics.
Keep AI from expiring.
New models ship constantly, and enterprise applications can’t be rebuilt every time. With Lazarus, a better model slots in while your applications, governance, and data stay exactly where they are.
Choose, adapt, and change models without renegotiating your future.
Run in the environment you select — including standalone systems on-premises.
Coordinate models and workflows into production applications.
Oversight that sits outside any single model provider.
Lazarus runs on a standalone system inside your environment — your models, your data, and your rules, with nothing leaving your perimeter.
of frontier-model total cost of ownership, workload for workload.
standalone system — no per-token charges, no external data movement.
Products
Each product solves a specific business problem — and each one runs on the independent Lazarus platform.
Available
Coming Q1 ’27
Applied Intelligence System
Turn complex content into reliable action.
Ingest, understand, and act on content in context — assessing documents in their totality rather than in fragments, for higher accuracy and completeness with less manual review.
Document intelligence that extracts and understands content in full context.
Orchestration that coordinates models, tools, and knowledge into explainable, audit-ready workflows.
Agentic automation for complex, multi-step processes, built from ready-made AI patterns rather than code.
Cyber Resilience
Find cyber vulnerabilities — and eliminate them.
AI-native offensive and defensive vulnerability discovery and remediation. Multi-model deployment and “pit stop” upgrades keep you ahead of adversaries using unconstrained AI. Runs fully on prem if you need it, with no external data movement.
Follows data across function and file boundaries, and reverse-engineers binaries where source isn’t available.
Builds and runs the target in a protected container until the fault occurs. Unreproduced findings are labeled unverified.
Findings with file, line, CWE and grade go straight into your ticketing and ASPM tools.
evidence levels for every finding, from suspicion to validated patch.
writes to your repository. Fixes arrive as patch files.
Legacy Modernization
Modernize legacy technology with less cost and risk.
Analyze and transform complex legacy code into modern, maintainable code and documentation — backed by structured validation, not code generation alone. Every rewrite is proven equivalent before it is signed off.
Parses COBOL, copybooks, JCL, CICS, VSAM and Db2 into business rules, data flows and batch dependencies before any code is written.
Writes idiomatic Java from the reconstructed model, to your style guide and frameworks, with no proprietary runtime.
Replays the original programs in a built-in COBOL emulator against the same scenarios as the new Java, legacy quirks included.
Bring critical spreadsheets under control.
Map workbook structure, formulas, VBA macros, and dependencies to make business rules transparent — reducing operational risk in spreadsheet-dependent processes.
Independently oversee operational AI.
An independent governance layer that holds every model and agent to your corporate rules and values — monitoring compliance, performance, and drift across your AI estate.
Practice Areas
Productivity, security, and modernization on infrastructure you control — shaped to the rules, risks, and workloads of your industry.
A large reinsurer used the Applied Intelligence System to surface hidden liabilities during an M&A review.
Read the case study →A digital solution provider cut response time on urgent prior-authorization requests.
Read the case study →Army Talent Management uses Lazarus orchestration to match people to roles in a fraction of the time.
Read the case study →Research & Development
We publish our benchmarks, methods, and open-source tools, so anyone can test the claims we make.
On-prem AI in one command — the full stack, running on hardware you control.
An open fine-tuning recipe for Qwen 3.5 that realigns the model toward accurate, balanced and transparent answers.
An autonomous vulnerability scanner and source-code hunter — the open research behind our Clearwing product.
Bring one real workload. We’ll prove the difference on our hardware, measured against how you run it today. Then choose how you run it on yours: pilot, co-build, buy, or through a partner.