AI Trust Account Compliance Monitoring for Law Firms

Three-way reconciliation accuracy (bank balance, client ledger, matter ledger), commingling risk (firm funds in trust accounts, trust funds in operating accounts), unauthorized disbursements, IOLTA interest handling, retainer-trust transfers, fee draws against earned amounts, and the dozens of other compliance requirements in jurisdiction-specific trust accounting rules.

We integrate with Clio, NetDocuments, Aderant, Elite/3E, ProLaw, PracticePanther, QuickBooks, and most mid-market law firm accounting systems. The agent reads trust account activity, client and matter ledger data, and bank reconciliation directly from your existing systems - no parallel database, no double entry.

Yes. Commingling typically happens through small mistakes - an operating expense paid from trust by accident, a client retainer deposited to operating, a fee draw before fees were earned. The agent monitors continuously and flags potential commingling at the moment it would occur, with the underlying transaction detail. Continuous checks are built to surface the gaps monthly reconciliation structurally misses - usually ones the firm didn't know existed.

Trust accounting rules vary materially by state - IOLTA requirements, retainer treatment, fee draw timing, interest handling, reporting cadence. The agent maintains current rules per jurisdiction and applies the right standard to each matter based on jurisdiction. Multi-jurisdictional firms benefit most from this consistency.

All compliance evidence is assembled continuously rather than during examination scrambles. When the bar requests audit documentation - which can be extensive in random or for-cause audits - the agent assembles responsive documentation in the format examiners expect. The goal: what previously consumed weeks of partner and accounting time becomes hours.

Yes. Operating account activity (firm expenses, payroll, vendor payments, fee deposits) and trust account activity (retainer holdings, client funds, settlement disbursements) have different controls and different risk profiles. The agent applies appropriate monitoring to each and surfaces issues specific to the account type.

Deployment follows the C.O.R.E. Method inside the first 100 days. Capture (Weeks 1-3) covers accounting system integration and historical reconciliation review. Orchestrate (Weeks 4-10) trains the agent on the firm's trust accounting patterns and jurisdiction-specific rules. Run (Weeks 11-14) pilots continuous monitoring on a subset of accounts and validates against manual reconciliation before go-live. Expand (ongoing) turns on continuous monitoring across the rest of trust and operating accounts.