After Productiv's Shutdown, Rebuild Your SaaS Estate From Systems You Control
When a vendor shuts down, the recovery is an operating ritual: rebuild inventory, spend, contracts, and renewal risk from systems you control.
Operations
The weekly cadence that holds a team together.
The post-incident checklist that stops retry storms from becoming outages
A small team can stop retry storms by naming the saturated component, checking the autoscaler, capping retries, and treating shipped clients as production systems.
Set Approval Thresholds Before Financial AI Runs the Books
Give financial AI narrow authority, named owners, hard thresholds, and fallback paths before it touches invoices, payroll, or billing.
Build a renewal-risk operating model that turns enterprise pilots into defensible ARR
A practical four-control model for turning enterprise AI pilots into defensible ARR before renewal risk becomes a churn problem.
Run 35 AI Agents Without Losing Control: A Small-Team Operating Map for Automation, Judgment, and Accountability
Treat agents like a small operating team: assign roles, set model tiers, add human gates, and track every output with a KPI owner.