Insights
Ideas that earn their keep.
Perspectives on building the AI-native enterprise — from the team that burned their own playbook and built something better.
When Your Auditor Asks How the AI Decided, What Do You Hand Them?
A generated summary isn't an audit trail. Three-layer explainability — output, captured reasoning chain, signed BigQuery row — is either baked into the architecture from day one or it isn't there. Here's what each layer looks like, and why the governance layer is what makes the whole thing trustworthy.
Opportunity Intake: The Highest-ROI Sales Process Nobody Optimizes
Most teams treat opportunity intake as a two-sentence CRM entry and a dropdown. That 60-second process sets the trajectory for every deal you run — and it's why your best solutions architects spend half their time on pursuits that were dead on arrival. Here's what intake looks like when it actually works.
Agentic Finance: Why Your CFO Needs AI Agents, Not More Dashboards
A 5.3% productivity gap is opening between what rising finance workloads demand and what current headcount can deliver. More dashboards will not close it. Here is what agentic finance actually means — and why the intelligence layer above your ERP is where the gap gets closed.
Why Professional Services Firms Lose Proposals They Should Win
Professional services firms lose proposals not because of weak capabilities or bad luck — but because of a structural coordination failure that no amount of senior talent or extra review cycles can fix. Here are the five patterns behind deals you should have won, and what it looks like when the process actually works.