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AI deployments. Economics. Financial control.

AI in production.
Paying for itself.

We put AI to work on the workflows that pay back first — deployed on Claude, governed, metered, and run by your team — while keeping the economics honest.

What we do

Three areas of impact.

Agent Deployments

We take AI agents into production on real workflows — support, operations, and knowledge work — with evals before launch.

Code Modernization

We modernize systems with AI coding agents — legacy upgrades, migrations, and engineering throughput without headcount growth.

FinOps & Governance

We put AI usage under financial control — metering, budgets, and pricing that survives your heaviest users.

Case study highlight

What a 2 a.m. war room teaches about governing AI.

Read the full story

$3M

value under review scope

$900K

at-risk value caught before mainnet

1

checklist that became a practice

Production AI — paying for itself.