Insights

Notes from building revenue systems

What we learn shipping RevOps and AI systems for revenue teams: strategy, CRM intelligence, tooling and change.

LatestAI Systems4 min read

Research agents: the bridge between your CRM and what's happening

Your CRM knows what happened. It has no idea what is happening right now at the account. Research agents close that gap, if you build the bridge correctly. Read the article

CRM Intelligence5 min read

CRM intelligence: the missing layer between pipeline and closure

Most CRMs store history, and few tell reps what to do next. This piece covers what CRM intelligence requires and why so many pipeline reviews turn into data archaeology. Jul 21, 2026

Engineering5 min read

Build vs configure: why some revenue problems need custom software

Every RevOps stack eventually hits a wall that no amount of configuration can fix. This piece covers how to tell when the answer is custom software instead of another integration. Jun 9, 2026

Operations6 min read

Change doesn't scale: managing RevOps transformation at every stage of growth

Change management fails differently at startups, scale-ups and enterprises. Tactics that work at 20 people can damage trust at 200. This piece covers how to read the room. May 6, 2026

Strategy5 min read

Lifecycle logic: the framework your customer journey is missing

Most customer journey maps are funnels redrawn. Lifecycle logic starts from the customer's perspective, which changes how you run revenue. Mar 18, 2026

Strategy4 min read

The death of the funnel: why flywheels win

Funnels miss the compounding value of customer retention. This piece covers how to build a revenue flywheel. Jan 24, 2026

Tech Stack4 min read

HubSpot vs Salesforce: the 2026 verdict

Choosing a CRM is an expensive decision. We compare the pros and cons for scaling SaaS teams. Jan 10, 2026

Find out what to fix first

In the audit we agree which process to fix first and what a good result looks like.

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