The Production Gap

The Production Gap

Agent Sandbox Compute Costs Are Now a Line Item: How to Size and Budget Per-Session Fleets in the Snapshot-Attach Era

Agent sandbox compute costs now demand their own budget line. Learn to size per-session fleets, model snapshot pre-warming, and stop chronic overspending.

The Production Gap

UnitedHealth AI Cost Ratio Drops to 12.8%: What Q3 2026 Earnings Reveal About Payer Agentification at Scale

UnitedHealth AI cost ratio hit 12.8% in Q3 2026—but does AI deserve credit? Unpack payer agentification ROI claims, denial litigation risks, and data gaps.

The Production Gap

Copilot Usage-Based Billing Is Now Default: How to Set Your 4,000-Credit Spending Cap Before Microsoft Does It for You

Copilot usage-based billing is now on by default. Set your Microsoft 365 credit spending cap before surprise overages hit your next invoice.

The Production Gap

GSA LLM Contract Clause 552.239-7001: What Vendors Need to Know About Federal AI Safeguarding Requirements

GSA LLM contract clause 552.239-7001 explained: scope, carve-outs, FedRAMP requirements, and AI safeguarding rules federal vendors must understand now.

The Production Gap

Gartner AI Agent Governance Framework: Why Uniform Policies Fail and How to Use a Six-Step Risk-Tiered Approach to Manage Agent Sprawl

Gartner AI agent governance framework explained: why uniform policies fail and how risk-tiered controls stop agent sprawl before your board demands answers.

The Production Gap

Agentic AI in Banking vs. Insurance: Why Banking Is Scaling in Production While Insurance Is Still Stuck in Pilots

Agentic AI banking insurance production gap explained: why banks scale while insurers stall in pilots—and what regulatory barriers really drive the divide.

The Production Gap

FTC AI Agent Investigation: The Product Claims, Logs, and Evals Your Team Must Have Ready for a Section 5 Inquiry

FTC AI agent investigation hits beyond big labs. Learn which Section 5 compliance logs, evals, and claim records your product team needs now.

The Production Gap

Banks AI Agents Restrictions: What Citi, BofA, and JPMorgan's Account-Access Blocks Mean for Builders

Banks AI agents restrictions are tightening fast. Learn what JPMorgan's account-access blocks mean for builders and how OAuth APIs keep you compliant.

The Production Gap

AI Project Kill Criteria: The Sunset Policy Template Every PM Needs in Their Agent PRD

AI project kill criteria stop budget waste before it starts. Get the sunset policy template PMs need to define agent PRD thresholds before deployment.

The Production Gap

AI API Pricing Budget Playbook: How to Plan Around an Introductory-Price Expiry Before It Blows Your Agent Feature's Unit Economics

AI API pricing budget got a cliff coming? Learn how to model blended costs, add PRD trigger clauses, and route agents before expiry wrecks your unit economics.

The Production Gap

Google Public Sector Summit 2026: The AI Agent Adoption Gap Agencies Can't Ignore — And What Real Deployments Reveal About Scaling

Google Public Sector Summit 2026 exposed why federal AI agents stall at pilot. See what real agency deployments reveal about scaling past governance gaps.

The Production Gap

Notion AI Agent Longevity: How Queue-Backed Workers, Stall Detection, and a Review Model Extended Task Duration from 5 Minutes to 24+ Hours

Notion AI agent longevity explained: learn how queue-backed workers, stall detection, and a review model push task duration past 24 hours.