What we learn operating AI

Every post draws on a system we engineered and still answer for in production, written by the engineers and leaders accountable for it, so each lesson has already been tested against real users and real auditors.

Define an Outcome

Agentic AI27 July 2026

Human-in-the-Loop Data Capture

Most capture pipelines put the reviewer at the end of the line, where a finished extraction looks settled and gets waved through. Oversight earns its keep at the point the agent is unsure, which makes this a placement decision before it is a staffing one.

Shardul SinghCTORead the blog

Tell us the number you need to move

Define an Outcome

What we learn operating AI

Human-in-the-Loop Data Capture

AML Transaction Monitoring With AI

Qwen2.5 for Regulated Workloads

Human-in-the-Loop Design

AI in KYC and Customer Onboarding

Why Enterprise AI Stalls After the Pilot

Clinical Decision Support With AI

Governing Agentic AI

NotebookLM and Source-Grounded AI

Reasoning Models Reach the Enterprise

AI Credit Scoring and Underwriting

Evaluating AI Agents

Deploying AI Is Easy

Tell us the number you need to move