AI for Law Firms
Your paralegals spend 10+ hours a week on the same qualifying questions. Attorneys waste billable time triaging leads that never convert. And the one thing you absolutely cannot tolerate - a fabricated fact - is the one thing most AI tools do by default.
I build intake automation that qualifies clients, drafts case summaries, and routes matters to the right attorney, without fabricating a single fact.
The Problem
- Repetitive intake. The same qualifying questions, over and over, consuming paralegal hours that should go to substantive work
- Manual form processing. Data re-entered across systems, with every handoff introducing errors and delay
- Attorney time wasted. Senior staff triaging instead of practicing law. Every hour spent on intake is an hour not billed
- Reliability is non-negotiable. A hallucinated citation or fabricated fact erodes client trust and exposes the firm to liability
Why Now?
The bottleneck is not intelligence. It is speed and consistency.
- Faster intake and triage. Qualified leads reach attorneys in minutes, not days
- Manual routing costs revenue. Every handoff is a chance for a lead to go cold or a detail to get lost
- Structured data improves handoff. When intake is captured cleanly, attorneys start with context instead of chasing it
What I Build for Law Firms
Production-ready AI intake with guardrails. The system never fabricates, always cites sources, and escalates when confidence is low.
- Qualify new clients. Structured questions, scored fit, clear next steps - before an attorney spends a minute on the matter
- Draft case summaries. Pull facts from intake forms into attorney-ready briefs with source citations
- Route to the right attorney. Match practice area, capacity, and expertise automatically
- Document automation. Generate engagement letters, retainer agreements, and standard forms from intake data
Every output includes a confidence score and source trail. When the system is unsure, it flags a human. It never guesses.
This is the same guardrail-first architecture I use in every AI system I build. The celestino.ai voice agent runs on RAG grounding with a 0.7 similarity threshold and source trails - the same principle applied to a different domain. The discipline transfers: if I would not trust a system to speak accurately about my own career, I would not trust it to handle attorney-client intake.
The Process
- Strategy Session. I assess your current intake workflow, practice areas, case management tools, and compliance requirements.
- System Design (Week 1-2). I map the intake flow, define routing rules, and design the integration architecture.
- Build & Test (Week 3-6). I build the system and test it against real intake scenarios from your practice, with your team reviewing outputs for accuracy.
- Launch & Training (Week 7-8). Your staff learns to operate alongside the system. I monitor the first two weeks to catch edge cases.
- Optimization (Ongoing). Monthly review of intake speed, qualification accuracy, and attorney satisfaction.
Data Security
Legal data demands the highest standard.
- Encrypted at rest and in transit. AES-256 and TLS 1.3
- Attorney-client privilege preserved. Data isolation per firm and per matter
- No training on your data. Enterprise API tiers contractually prohibit training on your data. Your documents stay private
- Full audit logs. Every action timestamped and traceable for compliance
Investment Context
| Scenario | Annual Cost | |---|---| | Paralegal at $65/hr, 10 hrs/week on intake | $33,800 | | Leads lost to slow follow-up | Varies by practice | | Typical implementation | Pays for itself in 4-6 months |
The paralegal does not disappear. They recover 10+ hours per week for work that requires real judgment - research, client communication, and case preparation.
Let's scope your intake system
Every firm operates differently. Book a $300 strategy session and I will assess your current intake workflow, practice areas, and compliance requirements, then propose a system scoped to your firm. Fully credited if we proceed.
- 60-minute focused session
- Actionable next steps document
- Fully credited toward projects
Ready to modernize your intake?
Use the form below to describe your firm's current workflow and I will respond within one business day with a tailored proposal.