Production Engineering
7 articles
Production Engineering · 11 min · September 18, 2026 · Read more →
Voice Agents for US Law Firms: A Buyer's Guide (Pricing, BIPA Compliance, ROI)
A vendor's advertised per-minute rate is rarely the full cost and if your firm takes calls from Illinois residents, BIPA compliance isn't optional. Here's real pricing breakdown, compliance checklist and ROI formula to know if a voice agent actually pays for itself.
Production Engineering · 11 min · September 18, 2026 · Read more →
iManage + AI: A Private Deployment Guide That Doesn't Send Your Documents to the Cloud
Every prompt typed into a public AI tool is a document leaving your firm's walls. Here is a step-by-step guide to deploying private AI on iManage.It covers architecture, hardware, permissions, and rollout.Client documents stay on your network.
Production Engineering · 8 min · September 17, 2026 · Read more →
Harness Engineering: The Missing Layer Between Legal AI Models and Reliable Legal Agents
Swapping in a better model doesn't fix legal AI hallucinations, the harness around it does. Here's what harness engineering actually means, the five layers a legal AI agent needs, and the real court sanctions that trace back to a missing one.
Production Engineering · 10 min · September 17, 2026 · Read more →
Data Governance in Legal AI: Best Practices for Compliance & Risk
A federal court just ruled AI-generated documents weren't privileged. Here's the governance framework including data classification, access controls, audit trails, vendor management that keeps legal AI use defensible.
Production Engineering · 8 min · September 16, 2026 · Read more →
AI Agents on Your Law Firm's Servers: What's Actually Possible in 2026
Open-weight models and local runtimes make self-hosted legal AI practical in 2026. Here's what it takes to run an agent on your own infrastructure including hardware, architecture, real costs and firm size where it starts to make sense.
Production Engineering · 7 min · September 16, 2026 · Read more →
Harvey AI vs Custom Legal Document Intelligence System: Practical Comparison
Harvey AI and custom-built legal AI solve different problems, not the same one at different prices. Here's how they compare on cost, data security, governance and real workflow fit, and which firms each one actually suits.
Production Engineering · 15 min · September 15, 2026 · Read more →
Custom Case Management Software for Law Firms: Should You Replace Clio and Build Your Own?
A build-vs-buy breakdown for law firms weighing custom case management software against Clio, MyCase, and PracticePanther including real costs, payback timelines and decision framework.