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Services & commerce

Professional services

Software for firms whose product is expertise, and whose main constraint is how much of it is spent on work nobody bills for.

Context

What this sector actually looks like

Law firms, accountancies, consultancies, and agencies share a shape: billable expertise, heavy document handling, and institutional knowledge that lives in individuals and in an archive nobody can search.

Retrieval over a firm’s own history is often the highest-value system to build. The answer to a client question usually exists in something the firm produced three years ago, and finding it is the whole problem.

Client confidentiality shapes the architecture: matters must be separable, and retrieval must not be able to cross between clients. That is a scope boundary enforced in the retrieval layer, not a filter applied afterwards.

The hard parts

Where it usually breaks

Problems worth naming before proposing anything to fix them.

Unbilled admin

Senior time spent on document assembly and correspondence.

Knowledge retrieval

Precedent and prior work that cannot be found without asking whoever did it.

Document production

Standard documents rebuilt from the last similar one.

Client separation

Confidentiality requirements that any shared system must enforce structurally.

FAQ

Questions people actually ask

  • How is client confidentiality maintained?

    Scope is enforced in the retrieval layer, which takes a client and matter scope it cannot widen. A query for one client has no code path to another client’s documents, rather than relying on a filter that could be misconfigured.

  • Will it cite where an answer came from?

    Always. An answer without a source is not useful in professional work, and any system we build for this sector shows the document behind the response.

  • Can it draft client documents?

    It can produce a first draft from your own precedents. A qualified person reviews and takes responsibility for it — we would not build a system that removes that step.

Start here

Tell us what is slow, manual, or breaking.

Answer a few questions and get a written brief back — scope, proposed architecture, and what it would take to build.