Production AI for US mid-market law firms, in 8 weeks.
Built by the team that digitized ABS & Co. and ran Casetrack in production for 18 months. Start with a $15,000 readiness audit.
ABS & Co.
Digitized end-to-end
Brand, search, the firm's matter taxonomy and conflicts data, and the AI features that ride on top. Our anchor legal client.
18 months
Operating Casetrack
Production case-management software handling real matters for real attorneys. Sunset 2024 to refocus on services.
NASA · Sequoia · Stanford
Founder credentials
Stanford MS&E. Sequoia InSITE Fellow. NASA Artemis subcontractor. Founding team at Savaree, acquired by Careem.
Recent work.
Our work
Recent projects
Established clients, real outcomes.
Three of the four agent templates we deploy
Each is an 8-week build. Each has gone to production before.
Intake triage
New-matter intake routed, deduped, and conflict-checked by an agent before it ever hits an attorney inbox. Override band published. Evaluation harness live from week one.
- ~3 weeks to production
- 8–12% of cases routed for human review
Doc review assist
First-pass review on contracts, discovery, and diligence. Citations rendered inline. Attorney scans and approves or escalates in 30 seconds.
- ~4–6 weeks to production
- 15–20% surfaced for attorney review
Conflict-check resolution
Conflict-of-interest queries resolved against the firm's own historical matter graph. Explainable, auditable, and faster than the existing manual workflow.
- ~3–4 weeks to production
- 5–10% requiring partner sign-off
Founder-led.
Every engagement is led by Qasim Zafar — Stanford MS&E, ex-Careem founding team, operator of Casetrack and the NASA Lunar Gateway dashboards. Full bio →
They were able to turn around an entire platform within 6 weeks. Kudos to their responsiveness and speed!
Our relationship is more of a transparent partnership where we talk about how we can be successful together and don't have misaligned expectations
Pricing
Three ways to engage.
$15K audit. $80–250K implementations. $8K/mo retainers. Public pricing, no qualifying decks.
AI Readiness Audit
$15,000 · 2 weeks
Three prioritized AI deployments with ROI math, an evaluation harness template, and a 12-month roadmap. Vendor-neutral.
Learn more→AI Implementation
$80–250K · ~8 weeks
AI built against an evaluation harness from day one. One of four agent templates we have deployed before.
Learn more→ModelOps Retainer
$8,000/mo · ongoing
Eval drift, model swaps, incident response, and quarterly capability upgrades. The work that keeps AI working after launch.
Learn more→Awards & Recognition
Our Blog
Want to know if your firm is ready for production AI?
The two-week audit answers that for $15,000.