LoopCompound™ · Build · Steer · Compound
B2B SaaS
Own the PLG-to-enterprise learning loop — department-scoped context across engineering, product, sales, CS, and support that compounds without a shared vector bucket.
Your learning loop
SaaS companies grow through tool sprawl — PLG signals in product, renewals in CS, incidents in engineering. The durable advantage is a loop where each department contributes evidence without a company-wide memory dump.
- Founding-team judgment compounds from GitHub and product signals — the Build loop from day one.
- GTM scale-up unifies CRM, tickets, and renewals into reusable agent context across sales and CS.
- Private evals on memory recall prove agents find the right account facts before you scale inference spend.
Outcomes
- PLG funnel signals compound on dept.product — owned context, not CRM export copies
- CS-led renewal risk learning loop across dept.customer_success + dept.support
- Incident response — Steer loop with engineering evidence that survives model swaps
Related use cases
Common workflows and starting points for this vertical.