Use Cases  /  Industries  /  Professional Services
Industry 06 Capability-backed

Professional Services

Professional services run on documents, deadlines, and judgment. Most legal and accounting AI trains on US and UK frameworks; UAE, GCC, and Sharia-specific work is underserved. We build the operational layer that lets experts spend time on expertise, not admin.

Use cases mapped 6 Problem → build → capabilities
Sectors covered 8+ Law firms & contract review · GCC & Sharia-compliant legal
Capabilities engaged 2 of 7 Across the engagement set
Engagement modes Build · Run · Co-build Own it, or we run it
Where we work

Expertise, freed from the paperwork.

Law firms, accountants, consultants, and the document-heavy practices that bill for expertise. Within this space, the engagements below map a real buyer problem to what we build and the capabilities it draws on.

Law firms & contract review GCC & Sharia-compliant legal Accounting & bookkeeping Audit & tax Management consulting Business setup advisory Immigration & visa Solo practitioners
The use cases

Problem first. Then what we'd build.

Each card starts with a sentence a buyer would actually say, then lays out the engagement and the capability bays behind it. Cards marked Proven cite work we've delivered; the rest are sample engagements shaped by the same capability.

I need toA UAE and GCC contract review agent

Sample engagement

Most legal AI assumes US or UK common law. We build contract review tuned to civil-law tradition, Arabic clauses, and GCC-specific provisions, drafting redlines and flagging obligations, with a lawyer making the final call.

Capability bays engaged 06Operations & Analytics

I need toA GCC SMB bookkeeping agent

Sample engagement

Local accountants are expensive and cloud bookkeeping rarely fits GCC tax and labor rules. We build a bookkeeping agent for retail, services, and contractors that reconciles, codes, and reports against local requirements, the same operational depth proven in our restaurant accounting work.

Capability bays engaged 06Operations & Analytics

I need toA UAE business-setup advisory agent

Sample engagement

Free-zone versus mainland selection, license type, and cost modeling confuse most founders, and consultants charge heavily to advise. We build an agent that walks a client through the full setup decision and prepares the filing package.

Capability bays engaged 03Customer Support 06Operations & Analytics

I need toHigh-volume contract triage

Sample engagement

Routine NDAs and MSAs swallow billable hours. We build an agent that triages incoming agreements, classifies risk, and routes only the genuinely unusual ones for full review.

Capability bays engaged 06Operations & Analytics

I need toAudit and tax preparation support

Sample engagement

Audit prep is repetitive and deadline-bound. We build agents that handle sample selection, draft substantive tests, detect journal-entry anomalies, and assemble working papers, accelerating the close with the auditor in control.

Capability bays engaged 06Operations & Analytics

I need toAn immigration and visa preparation agent

Sample engagement

Visa work is document-heavy and requirement-sensitive. We build an agent that prepares applications, generates document checklists, and tracks country-specific requirements, reducing rejections from missing paperwork.

Capability bays engaged 03Customer Support 06Operations & Analytics
The capabilities behind this industry

2 of our 7 capability bays show up here.

Every engagement above is assembled from these. The same bays power our work in every other industry, which is why operating capability compounds across markets rather than starting over each time.

Legal and tax engagements are drafting and operational support with a human professional in the loop, not legal or financial advice. Regulated advice stays with licensed professionals.

This your industry?

Tell us where the hours go. We'll show you which of these we'd build first, and whether you'd own it or we'd run it.