Featured Posts
The RevOps Paradox
More data than ever, less time to do anything with it. See the six operational challenges facing RevOps teams today — and how governed, automated pipelines turn manual, repetitive work into reliable, repeatable processes.– Darwin Singson
Beyond the ‘Revenue’ and ‘Churn’ Ontology
Your ops team can model “revenue,” “churn,” and “leakage” once — but that’s only half the job. See why consistent definitions aren’t enough without a validated, repeatable pipeline behind every number you hand to the CRO.– Naresh Govindaraj
Claude Data Tracks- Replay your weekly pipelne
Tired of your weekly pipeline report coming back “remixed” every time? Learn how to record a report once in Claude and hit play every Monday — same logic, same dashboard, no surprises for your VP.
Claude Dataprep Canvas
Stop filing tickets with the BI team. See how ops teams now build CRM pipeline summaries, at-risk deal flags, and forecasts directly inside Claude — no separate dataprep tool required.–Naresh Govindaraj
Decision Trace for ‘High’ risk Accounts
When your CRO asks “why did this account get flagged high-risk,” can you actually show your work? See how policy-driven decision traces turn tribal knowledge into auditable, replayable logic.
Expanding Decision Layer- Harness for Governed AI Assistance
Your data warehouse is governed. Your Claude sessions aren’t — yet. Learn why the fastest-growing risk in revenue ops isn’t broken pipelines, it’s ungoverned AI-assisted decisions happening outside them.
Ensuring high Data Quality for a Tiny Homes Marketplace using ChatGPT
A lot of effort goes into a building a marketplace to connect tiny homes buyers and builders. Data quality and deduping in addition web scraping are important tools needed to build and manage pipelines across all regions. The question is can ChatGPT and AIdeaBlocks drive this effort end to end– Scott Halpenny
Ops Challenge Quiz
Think you know which deal your reps should chase this week? Test your instincts against real buying-intent signals, exec sponsorship, and budget status in this 3-round sales ops challenge.