Sector IND 03
Professional services
Professional services work, as Blueharbour does it, is building tools for firms whose product is advice held in documents: law, accounting, consulting and advisory firms. The tools let staff find and reuse approved precedent, and every document stays inside the access rules the firm already owes its clients.
Who this is for
Managing partners, COOs, heads of knowledge and IT leads at firms with a document management system and a body of past work worth reusing, from boutiques to firms with several offices. It fits when the precedent exists but nobody can find it, or when staff already paste client material into public AI tools. It does not fit a firm that wants its practice management system replaced.
Problems you will recognise
- 01
A senior associate drafts a clause from scratch because the approved version sits in a folder named after a client from years ago.
- 02
Staff paste client documents into a public chatbot, and nobody can say where that text went.
- 03
Answer engines describe your practice areas using a competitor's article, because your own pages never state them plainly.
- 04
Two teams keep different versions of the same engagement letter, and neither knows which one is current.
European regulation · a condition, not a sector
The regulatory condition
Firms that handle personal data of people in the EU work under the General Data Protection Regulation (GDPR), and most professions carry duties of confidentiality to clients, set by law, professional rules or the engagement terms. This is general information, not legal advice. Whether and how it applies to your company is a question for your own counsel. We build the access boundary so that whatever your counsel decides can be enforced in software.
What we do here
Search and AI visibility
Firms are chosen on reputation, and answer engines now repeat what your pages say about your practice.
Managed services
Document systems and the machines around them have to stay patched and watched.
AI engineering and automation
An assistant that answers only from approved documents, and automations for intake checks, are where reuse happens.
Web and product engineering
The firm's site carries its practice areas and has to state them in plain terms.
Security and compliance readiness
The data map shows where client documents live and who can open them, before any tool reads them.
A retrieval loop over approved documents
A question goes round one loop. The boundary is drawn around the steps that touch documents: nothing outside the approved set, and nothing the asking user cannot open, ever reaches an answer.
Read as a list
- 01
Question. A member of staff asks in plain language, signed in as themselves.
- 02
Permission check. The user's rights in your document system decide what may be searched.Marked: user's rights
- 03
Retrieve. Only documents an owner has marked approved are searched.Marked: approved set
- 04
Answer. The answer cites the source document, or says it found none.
- 05
Feedback. The user marks the answer correct or wrong; the owner sees the log.
- ↺
Loop. Wrong answers go back to the document owner, who fixes the source rather than the answer.
A first engagement
- 01
Choose the corpus
Exists afterA named set of approved documents for one practice area, with the owner who can add or withdraw them.
- 02
Draw the boundary
Exists afterA written access rule stating which roles may see which documents, checked against your existing permissions.
- 03
Build the retrieval
Exists afterAn assistant that answers only from that set, cites the source and declines outside it.
- 04
Test with your people
Exists afterA log of real questions from your staff, each answer marked correct, wrong or declined.
Questions about this sector
- Can the assistant answer from documents a user is not allowed to open?
- No. Retrieval runs with the asking user's own permissions, so a document they cannot open in your document system never reaches their answer. We test that rule with named test accounts before anyone uses the tool.
- Who decides which documents count as approved precedent?
- Your firm. We build the place where a named owner marks a document approved or withdraws it, and the assistant reads only what is marked. We make no judgement on legal or professional quality.
- Can the assistant show which document an answer came from?
- Yes, and we build it so that it must. Every answer links to the approved passages it used, and a question with no approved source gets a refusal rather than a guess.
Name the problem you see this week
Write a few lines about one problem from your own systems. We reply with the questions we would ask first.
An email exchange first, no call needed.