Blog

The Xalta blog.

Writing by the engineers and advisors who ship agents for a living.

Jun 2026 · 9 min read

Why most agents die in pilot

Five production patterns we apply on every engagement to push agents through the pilot-to-production wall.

Read article →
May 2026 · 7 min read

Prior auth is the wedge

Where to start in payer ops, what to ship first, and how to measure denial leakage recovery.

Read article →
Mar 2026 · 6 min read

Evals are the product spec

How we treat evals as the product contract for every agent we ship.

Read article →
Feb 2026 · 10 min read

Sub-400ms turn latency in production

What it takes to make a real-time voice agent feel like a human operator.

Read article →
Jan 2026 · 8 min read

How to redesign a stalled Automation COE

From 4 use cases to 30+ deployed agents in 18 months — the operating model that made it work.

Read article →
Get started

Start with a conversation, not a contract.

A 30-minute working session with a senior advisor. We bring use-case patterns, ROI benchmarks, and an architecture sketch. Not a sales deck.