AI & Enterprise Economics
Updated October 6, 2026
When Plumbing Fights Back
Enterprise AI spend is rising. Successful adoption can expand the work worth automating until the surrounding operating model becomes the constraint.
Insights
Operating perspectives on finance, margin, cash, data, and execution.
Articles and practical operating notes on finance, pricing, cash, integration, data, and responsible AI.
Latest Executive Insight
What the Meter Cannot See
A system can look good on average while exceptions carry materially different business consequences. The management question is whether the evidence fits the scope and consequence of delegated authority.
By Vinay Prathy | October 13, 2026
Read the Executive Insightarrow_forwardFormat
Topic
arrow_forward
AI & Enterprise Economics
Aug 26, 2026
We Priced Telegrams by the Word. Now AI Is Metered in Tokens.
Every technology wave makes a new unit visible. The measurement often survives; the management conversation moves on.
AI Governance
Feb 17, 2026
Predictive AI Isn't Enough: Why Working Capital Needs Agents That Act
Finance teams can use governed AI agents to shorten the distance between working-capital signals and action, provided authority, evidence, escalation, and audit controls are explicit.
Pricing & Revenue
Jan 12, 2026
Operating Note: Pricing Governance and Dispersion Control
A practical framework for making price dispersion visible and establishing clearer discount governance.
Cost, Finance & KPI
Dec 05, 2025
Operating Note: 100-Day Finance Stabilization and EBITDA Cadence
A practical framework for strengthening close discipline, EBITDA reporting, and weekly performance review after an acquisition.
AI Governance
Nov 18, 2025
Operating Note: Semantic Layer and Metric Ownership
A practical framework for aligning KPI definitions, metric ownership, and source-to-report controls.