Own your AI Destiny.

Solve critical problems while maintaining control over models, data, deployment, and economics.

Your data
/
Your models
/
Your infrastructure
/
Your economics
/
Your choice

Machine intelligence exists.
It just isn’t yours yet.

01

AI dependence is a risk.

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.

02

You should own your AI destiny.

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.

03

Lazarus provides independent AI.

We apply AI to consequential business problems — productivity, security, modernizing critical technology — while giving you greater control over technology, economics, and outcomes.

More efficient. Safer.
More independent.

More efficient

Apply AI to expensive, manual, and complex work.

AIS · Constructor · Scribe

Safer

Improve security and strengthen control over how AI is used.

Clearwing · Hexis

More independent

Control models, data, deployment, economics — and keep the freedom to change providers.

The Lazarus platform

Platform

Production-grade AI. Under your control.

Open-weight models, orchestration, governance, and flexible deployment — so you choose and operate AI with real control over data, model choice, infrastructure, and economics.

/models/deploy/orchestrate/governserving · model Aserving · model B

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.

/models

Open-weight models

Choose, adapt, and change models without renegotiating your future.

/deploy

Flexible deployment

Run in the environment you select — including standalone systems on-premises.

/orchestrate

Orchestration

Coordinate models and workflows into production applications.

/govern

Independent governance

Oversight that sits outside any single model provider.

Your environmentLazarus box

Your AI, on your terms.

Lazarus runs on a standalone system inside your environment — your models, your data, and your rules, with nothing leaving your perimeter.

Total cost
~10%

of frontier-model total cost of ownership, workload for workload.

Hardware
<$10K

standalone system — no per-token charges, no external data movement.

Frontier-model APIs
Lazarus
Cost model
Per-token, hard to predict
Owned infrastructure, no per-token charges
Your data
Leaves your perimeter
Stays where you put it
Model choice
Locked to one provider
Open-weight, switchable
Deployment
Provider’s cloud, provider’s rules
Your environment, your rules
Governance
Set by the provider
Independent, aligned to your policies

Products

Five products.
Real problems.

Each product solves a specific business problem — and each one runs on the independent Lazarus platform.

Available

Coming Q1 ’27

EfficiencyAvailable

AIS

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.

Includes
AIE

Document intelligence that extracts and understands content in full context.

ATLS

Orchestration that coordinates models, tools, and knowledge into explainable, audit-ready workflows.

ReCursor

Agentic automation for complex, multi-step processes, built from ready-made AI patterns rather than code.

12.5% average accuracy improvement on customer documents[ vs. out-of-the-box frontier models · avg. across customer evaluations ]
SecurityAvailable

Clearwing

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.

How it works
Hunt

Follows data across function and file boundaries, and reverse-engineers binaries where source isn’t available.

Reproduce

Builds and runs the target in a protected container until the fault occurs. Unreproduced findings are labeled unverified.

Hand off

Findings with file, line, CWE and grade go straight into your ticketing and ASPM tools.

Frontier-level blind vulnerability discovery[ 8.6X the published CyberGym Level 0 baseline · 30-task subset ]
6

evidence levels for every finding, from suspicion to validated patch.

0

writes to your repository. Fixes arrive as patch files.

Where we apply it
Vulnerability Hunting & Remediation
Continuous Pentest
See the full Cyber track in Practice Areas →
EfficiencyAvailable

Constructor

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.

How it works
Reconstruct

Parses COBOL, copybooks, JCL, CICS, VSAM and Db2 into business rules, data flows and batch dependencies before any code is written.

Generate

Writes idiomatic Java from the reconstructed model, to your style guide and frameworks, with no proprietary runtime.

Verify

Replays the original programs in a built-in COBOL emulator against the same scenarios as the new Java, legacy quirks included.

Working with the world’s largest mainframe makers[ applied to a 4M-line production COBOL system ]
Where we apply it
Application Documentation
Mainframe Rewrite
COBOL
EfficiencyComing Q1 ’27

Scribe

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.

In enterprise trials with an IT services partner[ trial in progress · metrics at launch ]
SecurityComing Q1 ’27

Hexis

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.

In enterprise trials with an IT services partner[ trial in progress · metrics at launch ]

Practice Areas

Built for your world.

Productivity, security, and modernization on infrastructure you control — shaped to the rules, risks, and workloads of your industry.

See all practice areas →

Client outcomes

Insurance · Reinsurance
$30M+
in under-reserved liabilities avoided

A large reinsurer used the Applied Intelligence System to surface hidden liabilities during an M&A review.

Read the case study →
Insurance · Health
92%
faster urgent prior authorizations

A digital solution provider cut response time on urgent prior-authorization requests.

Read the case study →
Government · Defense
1,000×
faster role-to-person matching

Army Talent Management uses Lazarus orchestration to match people to roles in a fraction of the time.

Read the case study →

Research & Development

We work in the open.

We publish our benchmarks, methods, and open-source tools, so anyone can test the claims we make.

Open source

SovereignStack

On-prem AI in one command — the full stack, running on hardware you control.

Open model

ReAligned

An open fine-tuning recipe for Qwen 3.5 that realigns the model toward accurate, balanced and transparent answers.

Open source

Clearwing

An autonomous vulnerability scanner and source-code hunter — the open research behind our Clearwing product.

See all research →

Run it on our box.
Then yours.

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.

What a demo looks like.

01
Problem
A material problem you recognize.
02
Baseline
Why today’s approach costs too much.
03
Lazarus
The differentiated capability, live.
04
Evidence
Measured against the baseline.
05
Outcome
Cost, risk, speed, control.

Four ways to work with us.

S0
Pilot it with us
Prove the value on one real workload, on our box.
S1
Co-build it with us
Build the solution together, inside your environment.
S2
Buy it, we support it
Run it yourself, with Lazarus support behind you.
S3
Get it through a partner
Work through a systems integrator or reseller you already trust.