Slow intake-and-conflict-check response losing 30%+ of inbound prospects. Manual document discovery review at $400/hr. Billing narrative writing eating 3-5 hours per attorney per week. IOLTA trust accounting compliance overhead. Client status communication that keeps senior associates from billing. State bar audit risk that can suspend the practice. LouDNAi deploys nine named agents — purpose-built for legal practices — that close the gap in 21 days.
Same nine archetypes parameterized per sub-vertical. A boutique firm's Intake Triage and a mid-market firm's Doc Discovery run on the same backbone — different schemas, different software (Clio, MyCase, PracticePanther, Smokeball, Litify, Filevine), different practice areas.
Numbers from the ABA, Clio Legal Trends Report, Thomson Reuters legal market research, and named-on-file firm administrator interviews.
Industry data (Clio Legal Trends): legal prospects who don't hear back within 1 hour convert at ~24%. Within 4 hours: ~38%. Within 24 hours: ~52%. Beyond 24 hours: ~22%. Industry-average response time on inbound legal inquiries: ~9.4 hours. Conflict check process adds another 2-4 hours of wait — often inside business hours when the prospect is most engaged. The combined gap loses roughly $120K-$200K/year in mid-market firm new-client revenue.
Litigation discovery is the heaviest hourly burn in legal practice. Industry pattern: junior associates spend ~62% of discovery doc-review time on first-pass relevance triage that could be agentic-owned with HITL gating. At a $295/hr billing rate (which the client pays) and a $145/hr loaded cost (what the firm pays the associate), the firm captures only modest realization. Best-in-class firms using AI-assisted first-pass review with attorney HITL: 72% time reduction on first-pass review with no degradation in privilege review accuracy.
Industry pattern: attorneys spend 3-5 hours per week writing billing narratives — the descriptive line items that explain to clients what the time was for. At $400+/hr partner rates, that's ~$60K-$100K of attorney time per attorney per year spent on what is essentially structured technical writing. Most firms accept this as a cost of business. Best-in-class firms using structured time entries + AI-drafted narratives with attorney HITL: ~80% time reduction.
State bar IOLTA (Interest On Lawyer Trust Account) trust accounting requires monthly reconciliation, three-way reconciliation between book balance / bank balance / client ledger, and detailed activity reports. Average mid-market firm spends ~12-18 hours/month on IOLTA compliance. Annual cost in administrative time: ~$45K-$80K. Bigger risk: trust account commingling violations are the #1 reason for state bar suspension. Average state bar audit finding cost: $25K-$120K in remediation + potential discipline.
Industry pattern: clients call asking for case status updates an average of ~2.4 times/month on active matters. Each call consumes ~12 minutes of legal staff time at $145-$295/hr loaded cost. For a 200-active-matter firm, that's ~960 hours/year of communication overhead, most of it deflectable through agent-drafted weekly client status updates. Best-in-class firms using proactive status updates: ~70% reduction in inbound status calls.
Default Legal Fleet ships with five (Intake Triage, Conflict Check, Doc Discovery, Billing Narrative Builder, Guardian) plus expansion archetypes. Doc Discovery + Billing Narrative Builder run HITL-only — the agent drafts; an attorney must review and accept before any output reaches a client or court.
Captures inbound prospect needs (practice area, urgency, geography, fee sensitivity). Routes to appropriate attorney. Books intake consultation directly. Cuts response time from 9.4 hrs to ~30 min.
Runs conflict checks against firm's client matter database in real-time at intake. Surfaces potential conflicts within minutes (vs hours). Flags edge cases for attorney review.
Never autonomous. Performs first-pass relevance triage on discovery documents. Surfaces privileged content for attorney review. Generates privilege log drafts. Attorney reviews and accepts every output before production.
Drafts billing narratives from time-entry context (client matter, calendar events, document edits, communications). Attorney reviews and edits before each invoice. Cuts narrative-writing time from 3-5 hrs/wk to ~45 min/wk per attorney.
Answers when staff is in court / depositions / billing. Handles non-urgent intake. Routes urgent matters to on-call attorney. Sends proactive case status updates to clients on Monday mornings (deflecting status calls).
Daily briefing. Today's intake queue. This week's WIP / realized revenue. This month's IOLTA reconciliation status. Per-attorney utilization vs ABA benchmarks. Per-practice-area economics.
Tracks every court deadline (motion deadlines, response windows, statutes of limitation, contract review windows). Triggers prep workflow at T-21 / T-14 / T-7 days. Critical for malpractice prevention.
Three-way IOLTA reconciliation (book / bank / client ledger). Surfaces commingling risk before it becomes a violation. State bar CLE tracking. Per-state ethics rule tracking. Annual ABA Model Rules updates.
Every case interaction, every prior brief, every settled matter, every client preference, every multi-year relationship — indexed and retrievable. Privilege-tier access controls enforced.
Live calculator launches v1.1. The DNA Scan replaces these inputs with measurements from your actual practice management + billing software.
Every Legal Fleet ships with state bar ethics rules tracking, IOLTA reconciliation enforcement, and HITL gates on every attorney work product.
Trust Services Criteria: Security, Availability, Confidentiality. Q3 2026 issuance. Per-tenant data isolation enforced.
SOC 2 disclosure →Three offers. Pricing reflects state bar + IOLTA compliance overhead. The DNA Scan funds itself.
Maps DNA against Clio / MyCase / PracticePanther / Smokeball / Litify / Filevine. Quantifies recoverable dollars.
Typically Intake Triage or Billing Narrative Builder for solo practitioners and 2-3 attorney boutiques.
Five to nine named agents. Default for 5+ attorney firms. State bar + IOLTA compliance enforcement included.
One firm. Twelve attorneys. $5M revenue. Recoverable: ~$320K/year. The DNA Scan tells you exactly which agents recover it — in 21 days, for $9,500, fully credited toward Fleet within 60 days.