Private AI for law, finance & companies with sensitive data
You already know where AI would help. Now you can use it for your most sensitive work too — built on open models, running on secure North American infrastructure or entirely on your own computers.
Request a Free DemoWork you can finally hand to AI
Sound familiar?
The documents where AI would help most — customer data, contracts, financials, HR files, product and strategy plans — are exactly the ones you can’t send to a public AI provider. So the biggest wins stay manual.
Private AI runs with zero data retention or on your own hardware, so that work is finally in scope.
Your team uses AI anyway, on a provider’s terms for storage and retention, because there wasn’t a real alternative. And the bill grows with every new use case.
Open models give you near-frontier quality under your rules, at a fraction of the token cost.
Why private AI
Built for law firms, financial firms and every organization whose data can’t be stored on outside servers without strict rules.
| Model | Cost to run Per 1M output tokens · lower is better | Intelligence Out of 100 · higher is smarter |
|---|---|---|
| Big Tech AI | ||
 Claude Fable 5.1 | $50 | 53 |
 GPT-6 Astra | $50 | 53 |
| Claude Opus 5 | $25 | 51 |
| GPT-5.6 Sol | $20 | 47 |
| Claude Sonnet 5 | $10 | 38 |
| Private cloud · open modelsUp to 99% less | ||
 MiMo V2.6 Pro | $0.87 | 46 |
 GLM 5.3 Flash | $0.50 | 42 |
 DeepSeek V4.1 Flash | $0.60 | 39 |
| DeepSeek V4 Flash | $0.18 | 34 |
Prices are standard API list prices per million output tokens (about 750,000 words), October 2026; private cloud prices are DeepInfra’s. Intelligence scores are the Artificial Analysis Intelligence Index (opens in a new tab), each model at its highest reasoning setting, as of September 2026.
Output tokens at standard list prices, October 2026. Input tokens are billed separately and show the same gap. 100 million tokens is roughly 75 million words.
Today’s leading open models handle the same drafting, review, research and analysis work — at a small fraction of OpenAI’s and Anthropic’s token prices.
In the cloud we use only zero-data-retention providers: your prompts and documents are processed and discarded, never stored or used for training.
Every model we deploy runs on servers in the U.S. or Canada — or on your own hardware — so you always know exactly where your data is.
Open models can be audited, moved and run anywhere. When a better model ships, we swap it in; if a provider changes its terms, you’re not stuck.
Our services
Match the deployment to the sensitivity of the data — use one, or both. Either way, we build custom software that puts powerful agents in the hands of your team, entirely under your control.
High-end open models on zero-retention cloud providers — frontier-class results at a fraction of the cost, on American or Canadian infrastructure.
For your most sensitive work. Models run entirely on your own computers or servers — nothing is sent anywhere.
Our founder has appeared in…
Who we are
AI is new, but we’ve been in tech since the dawn of the web – building, teaching, acquiring, selling, and now helping businesses put AI to work, safely. We built Innovating with AI® on a simple belief: that everyone — not just engineers and executives — deserves to thrive as AI reshapes work and life.
Our values
We drink from the firehose so you don’t have to, then recommend only what actually matters for your business — current, clear, in plain English. We tell you the truth, costs and tradeoffs included.
Everything we build goes to work in your business — integrated with the tools your team already uses, not a demo that never ships.
In the age of AI, we believe that humans helping humans are more important than ever. You work directly with our team from scoping to launch, and we make sure your people know how to use what we build.
Safety and ethics are the foundation of everything we build, so you can bring AI into your business in ways your team, your clients and your community can trust.
Why Innovating with AI®
If you run a law firm, a financial firm or any organization that handles confidential client data, you already know the rule: sensitive information doesn’t go to outside servers without strict controls. That rule has kept many firms on the sidelines of AI — or paying premium enterprise prices to the big AI labs to get the assurances they need.
There’s a better option. Using today’s best open models, we build custom solutions that accomplish the same goals — document review, research, drafting, analysis, client intake — on American or Canadian infrastructure with zero data retention, with as much as 99% savings on token cost. For the most sensitive work, we deploy models that run entirely on your own computers, so nothing leaves the building.
The capabilities of frontier AI, with the data discipline your clients expect.
Since 2009, we’ve built for institutions where the margin for error is slim — Harvard, MIT, Marriott, The World Bank, the Big Ten, and the Department of Defense. We bring that same rigor to private AI: careful scoping, systems that integrate with the tools you already use, and solutions your team can rely on every day.
Every engagement begins with careful scoping — no surprises or runaway fees.
If your data needs to stay private and your AI needs to deliver, we’d welcome the chance to meet you.
Tell us about your data, your rules and your goals, and we’ll map out what private AI can do for you.
Request a Free Demo