Operations·Latest
Stop counting deflected calls
The metric everyone quotes counts calls that never reached a human — the event that matters is what the human organization becomes.
Aug 13, 2026·6 min read
Briefings
What we are watching in payer operations.
Field notes from inside health-plan deployments — the regulation that is actually landing, the workflows it lands on, and what breaks when an agent gets near a coverage decision.
consoleRegulation in, workflow change out
tenant-synthreplay · runninga signal lands · a module changes5 signals
Operations
The proof that knows how it ends
Enterprise AI dies in the gap between the demo and the deployment — so we close it with a proof that is falsifiable and knows how it ends.
Aug 12, 2026·6 min read
Delivery
AI does not ship as a release
AI keeps getting pushed through a delivery process built for releases. The method that works rebuilds the workflow in shadow beside the live operation and promotes it under the accountable owner's signature.
Aug 11, 2026·6 min read
Engineering
Your AI Controls Watch. They Don't Stop.
Observability makes behavior visible. A control plane makes policy operational — and the difference decides what an agent can do to a member record.
Aug 11, 2026·7 min read
Industry Analysis
The Router Is the Interesting Part
NVIDIA shipped a way to send each agent step to a different model. For a health plan, that is a governance event, not a cost event.
Aug 11, 2026·6 min read
Industry Analysis
Healthcare AI Is Moving to Accountability Surfaces
Why payment models, utilization review, and FDA labeling all point to named control points
Jun 19, 2026·7 min read
Industry Analysis
Healthcare AI Is Becoming a Workflow Distribution Fight
Why placement inside the system of record matters more than another assistant demo
Jun 18, 2026·8 min read
Industry Analysis
Healthcare AI Needs Workflow Access Before It Earns Real Budget
Why connected execution is becoming the real moat across research, practice, and revenue operations
Jun 17, 2026·8 min read
Industry Analysis
Healthcare AI Budgets Are Moving to Governed Workflow Proof
Why trusted evidence and measured workflow outcomes are beating autonomy theater
Jun 15, 2026·7 min read
Industry Analysis
Healthcare AI Is Moving Into the Care-Payment Boundary
Why trusted workflow surfaces matter more than another ambient note demo
Jun 12, 2026·8 min read
Industry Analysis
Healthcare AI Is Becoming an Operating Alliance Business
Why health systems are buying workflow rights, co-development, and governance paths instead of another point tool
Jun 7, 2026·7 min read
Industry Analysis
Healthcare AI Becomes Infrastructure at the Workflow Boundary
Why embedded evidence and governed distribution matter more than another copilot
Jun 4, 2026·8 min read
AI Engineering
Context Engineering Is the New Core Discipline in Healthcare AI
Why prompt engineering was never enough for regulated environments
Apr 6, 2026·8 min read
Agentic AI
Multi-Agent Orchestration for Healthcare Payers: What Actually Works
Lessons from deploying coordinated AI agents across claims, prior auth, and member operations
May 18, 2026·10 min read
Product Engineering
AI-Native Product Engineering: How We Build Healthcare Software in 2026
41% of code is now AI-generated. Here's how that changes everything.
Apr 27, 2026·9 min read
Regulatory
CMS-0057-F Is Here. Your Payer Operations Aren't Ready.
FHIR APIs by January 2027, 7-day standard PA decisions now
Jun 22, 2026·8 min read
Operations
The $418 Billion Question: Can AI Replace Healthcare BPO?
What actually transfers from BPO to AI agents — and what doesn't
Mar 17, 2026·9 min read
Industry Analysis
Why Olive AI Died and What It Teaches Us About Healthcare AI
A $4 billion valuation, 450 layoffs, and a shutdown
Feb 24, 2026·7 min read
18 pieces