Business overview · May 2026

Custom AI built for
how your firm runs.

Suture AI designs and deploys custom AI portals for attorneys, integrated into the tools they already use, built around how they actually practice.

$2.4B
Legal AI market (2025)
53%
Small firms using AI
18%
Using dedicated legal AI
82%
The gap. Our market.
The problem

Where does your week go?

Solo and small-firm attorneys spend 25 to 50% of their week on non-billable admin. Enterprise AI vendors price them out. Generic tools lack integration. The firms that need AI most are the last to get it.

$288K/yr
Enterprise AI (Harvey). Built for Am Law 200. Inaccessible to solo firms by design.
$49+/mo
Generic SaaS per user. Bolt-on features, no case management integration, no practice logic.
$0
ChatGPT. What most use. No confidentiality. No integrations. Got an attorney sanctioned.
What we build

One portal. Built for one firm.

After a deep discovery session, we scope and build a custom AI portal that plugs directly into the firm's existing stack: case management, email, document workflows. Every capability is shaped by how the attorney actually practices. No two portals are the same.

Deep integration

Direct connection into the firm's case management system, email, and document workflows. No copy-paste, no tab-switching. The AI works inside the tools they already use.

Practice-specific intelligence

Every portal is built around the firm's actual templates, voice, and case types. The system understands their practice area, their clients, and their workflow.

Compliance-first

Zero data retention. Permanent document redaction. BAA-eligible providers. Human-in-the-loop on every output. Nothing goes out without attorney review.

Built to grow with the firm

New capabilities added over time as the firm's needs evolve. The portal is not a static product. It gets smarter and more useful the longer they use it.

How it works

Discovery to deployment in weeks.

Every engagement starts with understanding how the firm actually runs, then we build exactly what they need.

01 Discovery. Deep-dive into the attorney's daily workflow. We identify the 5 to 6 capabilities that will make the biggest impact. 30 min
02 Proposal. Exact tools, integrations, and timeline. Fixed price, no surprises. Contract signed, build begins. 48 hrs
03 Custom build. 3 to 4 week build cycle with bi-weekly status meetings. Every tool integrated into the firm's existing stack. 3-4 wks
04 Pilot. The attorney and their staff use the system daily. We tune, refine, and optimize based on real usage. 4 wks
Why Suture AI

Not another ChatGPT wrapper.

Generic AI treats every firm the same. We integrate into the firm's actual systems and build for the way they actually practice.

Dimension Generic AI / ChatGPT Suture AI
Case management None. Copy/paste. Direct API (MyCase, Clio, etc.)
Email Manual forwarding Gmail OAuth with live sync, triage, and drafting
Redaction Overlay (reversible) Structural deletion (permanent, compliant)
Templates Generic outputs Built on the firm's actual templates and voice
Confidentiality Data may train models Zero data retention. BAA-eligible providers.
Context No case awareness RAG over active case files. Knows the matter.
Human-in-the-loop User discretion Built in. All outputs are drafts for review.
The math

ROI that closes itself.

A solo attorney billing $300/hour who recovers 5 hours per week gains $78,000 per year in billable time. The system pays for itself in months.

5hrs
Recovered per week
$78K
Annual value recovered
2.5x
Year-one ROI
Business model

Build once. Maintain forever.

One-time build fee plus recurring monthly subscription. High upfront value, long-term retention from deep integration.

$4-10K
Custom build fee. One-time. Covers discovery, scoping, full build, integrations, and pilot period. Fixed price, quoted after scoping.
Monthly
Subscription. Recurring revenue post-pilot. Covers hosting, AI inference, ongoing support, tuning, and new capability rollouts. Custom pricing per firm.
Go-to-market

Outbound-first. Referral-amplified.

Direct outreach converts. As live customers accumulate, referral networks compound growth.

Direct outbound

Structured outbound operation with practice-area-specific pain messaging. Proven scripts, objection frameworks, and appointment-setting playbooks already built and documented.

Referral network

Attorneys talk to each other at bar events, conferences, and dinner meetings. Every happy client becomes a referral channel.

Practice area expansion

Criminal defense is the proving ground. The portal framework translates directly to family law, personal injury, immigration, and estate planning. Same build cadence, different templates and integrations.

Beyond legal

The model isn't limited to law firms. Any professional services firm with repetitive, document-heavy workflows is a candidate. Legal is where we prove it.

Team

The team that sells is the team that builds.

Nick Karhan

Co-Founder

Enzo Weiss

Co-Founder