Step 01
Audit what you actually own
Most teams discover they own less than they think: scoring buried in a vendor's UI, routing in a founder's head, reports in screenshots. AI Terrain Mapping interviews your stakeholders while reading the systems themselves, and returns a map of what is owned, what is rented, and what is simply lost.
Output: the ownership map, first commit in your repo
Step 02
Move the memory into your warehouse
Product usage, CRM, billing, and support join into one source-traceable Commercial Memory in a warehouse you control. The per-seat tools keep their jobs as frontends. The record of how your revenue actually works stops living inside any of them.
Output: Commercial Memory, held in your warehouse
Step 03
Point the system forward
Once the memory is yours, foresight gets cheap. The system reads what changed this week, weighs it against your goals and ICP bets, and surfaces the next actions worth taking, with the reasoning written down where your team can challenge it.
Output: a ranked action queue with its reasoning attached
Step 04
Ship workflows you keep
Routing, enrichment, lifecycle, outbound: each ships as a workflow patch, written as code and merged to your repo. When you change vendors, nothing evaporates: the workflow logic was never theirs to keep. 270+ patches shipped to client systems this way.
Output: a production workflow, merged and yours
Step 05
Read the weekly ledger
Every patch reports the revenue it touched, and the report is queryable rather than trapped in a dashboard tab. Over months this becomes something rented stacks never produce: a full account of what your GTM did, when it did it, and why.
Output: a weekly ledger you query, not screenshot
Step 06
Let the asset compound
Owned systems appreciate. The memory absorbs your conventions and exceptions, the docs teach each new hire and each new agent, and every workflow builds on the ones shipped before it. Six months in, no fresh deployment can catch what the system already knows.
Output: an asset that is sharper every month