DATA STRATEGY AND ANALYTICS
LEGAL
Professional services firms often cannot see their own profitability in real time. We change that
Services
Data Centralisation
AI AGENT DEVELOPMENT
KNOWLEDGE MANAGEMENT
COMPLIANCE AUTOMATION
Professional services firms face a structural problem: critical knowledge about clients, matters, risks, and relationships is held by individual partners. When that partner is in court, on leave, or leaves the firm, the knowledge goes with them. At the same time, fee earners spend a significant portion of their day on work that does not require their professional expertise. This project built an AI operations layer for legal and accounting practices that surfaces the right information to the right person at the right time
Every item on that screen was something that would normally depend on one person remembering it. The system surfaces it automatically, consistently, and before it becomes a problem.
Real-time
Matter profitability visibility
4 systems
Unified into one warehouse
Zero
Manual prep for monthly review
The Challenge
Professional services firms handling legal matters, tax advisory, audit, and corporate transactions had no centralised way of surfacing operational intelligence. Client matters approaching deadlines, silent clients not contacted in weeks, compliance gaps, referral relationships going cold, and billing exposures were all tracked informally or not tracked at all. Fee earners were spending 30 to 40 percent of their billable time on tasks that did not require their expertise, from chasing documents to preparing for calls to searching through old files for precedents.
Critical client and matter knowledge held by individual partners with no system to capture it
No visibility of compliance status, referral health, or billing risk without manual checking
Fee earners spending significant billable time on administrative tasks
Institutional knowledge lost when partners are unavailable or leave the firm
The solution
The project delivered a complete AI operations layer built around five core interactions. A morning digest greets the managing partner with prioritised, actionable items covering deadlines, silent clients, compliance issues, referral activity, billing exposures, and new enquiries. Inline matter expansion panels allow fee earners to see full context and generate AI-drafted responses without leaving the screen. A firm knowledge base indexes 47 documents covering matter histories, strategy memos, client notes, and precedent recommendations, with live search suggestions that anticipate queries as they are typed. A COLP compliance dashboard surfaces AML completion rates, matter review status, and training compliance in real time. A referral radar visualises the health of referral relationships over six months using sparkline charts.
Prioritised morning digest with actionable items linked to relevant sections
Inline matter expansion with AI-drafted client updates, chasers, and pre-call briefs
COLP compliance dashboard with real-time AML, review, and training metrics
Automated budget alerts via n8n triggered before matters go over, not after
Referral health monitoring with six-month trend visualisation