Build your AI agent team.
Cut operational costs by up to 50%.
We design and deploy custom AI agent teams for professional services firms — law, finance, accounting, consulting, and more. Not off-the-shelf software. A purpose-built team that works inside your existing workflows.
Talented professionals
doing admin work.
In most professional services firms, 30–50% of a fee-earner's day goes to tasks that could be automated. The result: burnout, higher headcount costs, and slower client turnaround — all at once.
Hours spent on intake forms, admin emails, and status updates that require zero legal expertise
Senior lawyers doing junior work because there's no one else available to delegate to
Clients waiting days for answers that could be ready in minutes
Institutional knowledge locked in people's heads with no systematic capture or reuse
Compliance risk from manual processes that are easy to skip under deadline pressure
Built for firms that bill by the hour.
Every agent team is scoped to your industry's language, compliance requirements, and day-to-day reality.
Law Firms
From intake to invoice — automated.
- Client intake & conflict-check agent
- Contract review & clause-flag agent
- Legal research & case memo agent
- Billing & time-entry assistant
- Client communications & follow-up agent
Finance & Wealth
Faster reports. Better compliance.
- Portfolio monitoring & alert agent
- Regulatory compliance & audit prep agent
- Client reporting & commentary agent
- KYC / AML document review agent
- Market research & briefing agent
Accounting & Tax
Routine work done before lunch.
- Document collection & chasing agent
- Bank-rec & discrepancy-flag agent
- Tax deadline & filing-reminder agent
- Client query triage & response agent
- Report generation & formatting agent
HR & Recruitment
Hire smarter. Retain longer.
- JD writing & multi-board posting agent
- CV screening & shortlist agent
- Interview scheduling & reminder agent
- Onboarding checklist & document agent
- Employee pulse & sentiment agent
Real Estate & Property
More deals. Less admin.
- Listing creation & syndication agent
- Lead qualification & nurture agent
- Lease & contract review agent
- Tenant communications agent
- Market comparables & valuation agent
Consulting & Advisory
Deliver more. Pitch faster.
- Proposal & deck generation agent
- Research & benchmarking agent
- Project status & reporting agent
- Client onboarding & scoping agent
- Knowledge-base & methodology agent
How a leading law firm uses AI agents to draft IPO prospectuses and close deals faster.
An IPO prospectus — formally a Listing Document under HKEx rules — can run to 400+ pages. It requires input from lawyers, accountants, investment bankers, and the client, coordinated across weeks of redrafts. Here's how a custom AI agent team transforms that process end-to-end.
Intelligent Client & Matter Intake
The intake agent collects matter details via a structured form, runs an automated conflict-of-interest check against your client database, assigns the correct fee-earner based on practice area, and sends the client a tailored engagement letter — all before a lawyer needs to open their inbox.
Deep Legal Research in Minutes
A research agent scans case law, statutes, regulatory guidance, and your internal precedent library simultaneously. It surfaces the most relevant authorities, flags conflicting judgments, and produces a structured research memo — the kind of work that typically takes a junior associate half a day.
First-Draft Documents at Speed
From IPO prospectuses and listing documents to shareholder agreements and M&A transaction documents — a drafting agent pulls from your precedent bank, applies jurisdiction-specific standards (HK Listing Rules, SFC requirements, Companies Ordinance), and produces a structured first draft with clause-level annotations for partner review. Hours of billable prep become minutes.
AI-Assisted Document Review & Risk Flagging
A review agent reads through lengthy contracts and disclosure documents, highlights non-standard clauses, flags missing mandatory disclosures, scores risk by section, and produces a redline with explanatory comments. Due-diligence bundles that took a team a week can be screened in hours.
Ongoing Regulatory Monitoring
A compliance monitoring agent tracks SFC circulars, HKEx listing decisions, Law Society updates, and client-specific regulatory calendars. It sends structured digests to the relevant fee-earner, flags upcoming deadlines, and logs every action — so nothing falls through the cracks.
Proactive Client Communication
A client communications agent drafts matter updates, responds to routine client queries using approved language, follows up on outstanding instructions, and schedules milestone calls. Clients feel informed at every stage without partners spending hours on status emails.
Documents & services we can automate for your firm
Each engagement is scoped to your practice areas. Below are the most common starting points for law firm clients.
IPO Prospectus & Listing Document
Draft, review and coordinate disclosure documents for HKEx Main Board and GEM listings
M&A Transaction Documents
SPA, SHA, conditions precedent checklists, disclosure letters, board resolutions
Due Diligence Reports
AI-accelerated document review with risk scoring and exception reporting
Regulatory Filings
SFC licensing applications, MAS submissions, Companies Registry filings
Employment & HR Documents
Employment contracts, staff handbooks, redundancy letters, settlement agreements
Commercial Contracts
NDAs, MSAs, services agreements, franchise and licensing documents
Litigation Support
Case chronologies, witness statement drafts, court bundle preparation
Compliance Manuals
AML/CTF policies, internal control frameworks, board reporting packs
“A prospectus that used to take the team 3 weeks to first draft can now have a structured skeleton ready in 2 days — with clause-level annotations for partner review already marked up.”
Illustrative result from a custom agent deployment
From discovery to deployment
in 2–4 weeks.
Discovery Session
We spend 60 minutes mapping your current workflow — where time is lost, what's repeated daily, and where AI can take over without risk.
Custom Agent Design
We design a purpose-built agent team specific to your firm. Each agent has a defined role, toolset, and output — not a generic chatbot.
Build & Integrate
We build the agents, connect them to your existing tools (email, DMS, practice management software, calendar), and test every workflow end-to-end.
Handover & Optimise
Your team gets onboarded with a clear playbook. We monitor performance for 30 days and refine based on real usage.
A team — not a tool.
Most AI tools give you a feature. We give you an integrated agent team that executes, hands off, and escalates — just like a well-run team should.
Firm-specific agents
Every agent is trained on your precedents, house style, and jurisdiction — not a generic template.
End-to-end workflow automation
Agents hand off to each other, just like a real team. No manual stitching between steps.
Human escalation layer
Complex or sensitive matters escalate to your fee-earners automatically. AI handles the routine; lawyers handle the judgment calls.
24/7 execution
Agents work around the clock — chasing documents, generating drafts, and updating records while your team focuses on billable work.
You're not buying software.
You're hiring an expert.
Morning Wu
Founder, Agent Squads & AfterWork Startup · Hong Kong
I've spent 15+ years in digital marketing — including 2 years working in London — building everything from e-commerce stores to content platforms to marketing automation systems from scratch.
What I kept seeing: talented people buried in repetitive work. The same email rewritten ten times. The same data pulled from the same spreadsheet every Monday. The same onboarding checklist copy-pasted into a new document for every new client.
Agent Squads was built to fix that. After building the AfterWork Startup community — which helps founders across Asia launch businesses with AI — I turned the same playbook inward: building custom AI agent teams that actually slot into how professional services firms already work.
This isn't about replacing your team. It's about giving them back the hours they deserve.
Ready to see what an AI team
looks like for your firm?
Book a free 30-minute discovery call. We'll map out your biggest workflow bottlenecks and show you exactly what a custom agent team would look like for your business.
No commitment. No sales pitch. Just a candid conversation about your workflow.