THE WORK
What we built, and what actually moved.
We are early enough that a wall of logos would be dishonest. Some clients let us use their name; others do not. Both are here, and every number says how it was measured.
Nine admin hours a week returned to coaching staff
Youth esports franchise (client withheld)
A live youth esports franchise runs our Discord-to-CRM architecture in production. Parent questions, roster changes, and session signals now land in one record instead of three inboxes.
Plan-limit questions in a public Slack turned into routed expansion notes
Unnamed client, Series A developer-tools SaaS
A developer-tools company with an active community Slack was answering buying signals helpfully and then losing them. We matched community identity to the paying account and routed intent to the account owner.
A catalog graded the way an agent reads it, fixed revenue-first
Unnamed client, mid-market DTC brand
A DTC brand with a large SKU count had a catalog written for human browsers. We scored every sellable SKU against the Agent Readiness Ladder and fixed attribute coverage on the products carrying the revenue first.
Silence turned into a retention signal before the refund window closed
Unnamed client, online cohort education provider
A cohort-based education provider knew learners went quiet before they churned, but nobody saw it until the refund request arrived. We turned attendance and channel silence into a single scored signal routed to the program lead.
Compatibility data structured so an agent can answer 'will this fit?'
Unnamed client, B2B industrial distributor
A B2B distributor's buyers were starting to arrive through AI assistants asking compatibility and lead-time questions the catalog could not answer. We made the fitment and availability data machine-readable and exposed it through a governed interface.
Anonymized studies describe real engagement shapes with the client withheld at their request. Each page states how its numbers were produced, client-confirmed measurement or directional estimate.
Platforms and tools shown are examples from each engagement, not the only systems we support.
NEXT STEP
Want to see what your signals are worth?
Start with a fit check. If the shape does not match anything above, we will say so.