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Real examples

What AI already does inside teams like yours.

Every example here is one we designed and ran ourselves, in a real business with real deadlines. Pick the one closest to your work.

What we have actually built.

  1. A contract system for a commercial law firm

    Contracts filed and versioned the moment they arrive, every deadline in the diary, and each incoming draft opening in Word with tracked changes where every suggestion carries its reason. There is no accept-all button — we were asked for one and refused.

    Read the case

  2. A production contract-lifecycle platform for a corporate legal team

    Conversational intake, an in-app agentic copilot, and a Microsoft Word add-in producing native tracked-change redlines. Every AI action runs as the signed-in user, so it inherits the same permissions and the same audit trail as a human request, behind a confirm gate that pauses every change for approval. It replaced a commercial vendor costing about €70,000 a year. Built by our owner as an in-house AI engineer — the work that taught us what survives an audit.

    The record, on LinkedIn

  3. A customer-service assistant live across six markets

    About 45% of first-line contacts resolved without a human, with prompts and model configuration versioned so a change ships by moving a label rather than redeploying. Also in-house work, at a Berlin company.

    The record, on LinkedIn

  4. Client work across many fields

    Startup founders and company directors, heads of department inside larger companies, research groups, architecture practices, marketing agencies, a law firm, a real estate company and an NGO.

    All examples

We say which is which. The client engagements on this site are separate from the systems our owner built as an employee, no client’s material has ever touched another engagement, and we do not publish a number we cannot source.

Real examples

Tell us what you are dealing with.

Thirty minutes, free, no preparation. We tell you honestly where AI could change something for you, and where it would not.

Book a 30-minute call How we decide what to build