AI that works. Data you still control.

We implement AI for mid-market companies who cannot afford to lose control of their data or their decisions. One firm, strategy to production. We stay until it works.

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Your company is already using AI. The question is whether anyone is governing it.

Employees don't ask permission. Copilot, ChatGPT, and a dozen others are already running inside your organization. Gartner estimates 40% of firms will face a shadow AI security incident this year. Kiteworks found 63% of organizations cannot enforce limits on what AI is actually doing with their data. The risk is not a future decision. It is a present condition.

Move Fast

Why Not Both?

Stay Safe

What the data shows

32.7%

AI code accepted without revision

LinearB, 2026, 8.1M PRs

66%

of developers cite AI's "almost right" problem

Stack Overflow, 2025, 49K+ devs

40%

of orgs will face a shadow AI incident this year

Gartner forecast

63%

cannot enforce purpose limits on AI systems

Kiteworks, 2026

19% slower

Developer output with AI tools (believed 24% faster)

METR, 2025

The gap between AI confidence and AI control is where our clients find us.

How we are different

One firm, strategy to production.

No handoffs between vendors. No lost context. No re-explaining your business to a new team every phase. The knowledge stays, the accountability stays, and the work keeps moving.

Governance built in, not bolted on.

Controls from day one, not an afterthought. We design for compliance, data protection, and explainability before we write a single line of code.

We stay until it works.

Not until the contract ends. Not until the hours run out. Until it works. This is contractual, not marketing.

Your AI Journey

Three offers. One progression. Start with knowing where you stand.

AI Control Assessment

Know where you stand before you move. Analysis that tells you if you are ready for AI, and what is blocking you.

Popular Choice

Governed AI Implementation

AI that works with governance baked in. We build and deploy production AI with data protection, compliance, and control from day one.

AI Operations Partnership

Keep it running, keep it compliant, keep getting value. Ongoing support that evolves with your needs and regulatory requirements.

Learn about our approach

Built for companies where control matters

We work with companies in industries where AI cannot fail.

Healthcare

Healthcare

Providers, payers, healthtech

Financial Services

Financial Services

Banks, funds, fintech

Legal

Legal

Law firms, legal tech

Insurance

Insurance

Carriers, brokers, insurtech

Scaling Startups

Scaling Startups

Series B+ with data to protect

The Thinking Wire

Published analyses on AI governance, implementation failure, and what the data actually shows.

Featured 7 min read

AI Brand Flattening Is Architectural, Not a Prompting Problem

Models converge on the statistical mean of all language. Better prompts fix the margins, not the substrate. The fix is upstream of the prompt.

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Our Perspectives

The AI Control Problem

The biggest risk is not moving too slowly with AI. It is moving fast without control.

Governed Implementation

Speed and safety are partners when governance is built in.

Engineering Notes

Technical deep-dives into code, MCP, agents, and engineering patterns.

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More from our thinking

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Ready to know where you stand?

Start with an Assessment. Four weeks. Clear answers. No commitment to what comes next.

Schedule Your Assessment Call

No commitment required. Let's just talk.