SaaS – PLG Security Software Vendor: Self-Serve-to-Enterprise AI Bridge

Industry: PLG + enterprise security SaaS. Complexity: long security reviews.

Manual qualification, questionnaire hell, duplicate SE work.

PQL Agent, Security RAG Agent, Redline Assist Agent, SE Brief Agent.

1. Product signals.
2. AI scores readiness.
3. Security packet drafted.
4. Legal loop.
5. SE deck from template.
6. AE closes.
7. Learn from losses.

Scoring Agent, Security Agent, Legal Assist Agent, SE Agent.

Vector policy store, CRM sync, LLM guardrails for claims.

HubSpot, Product analytics, PostgreSQL, OpenAI, PandaDoc

PQL-to-opp conversion +44%; security review cycle −52%; SE prep hours −68%; enterprise ASP +19%.

Build: 7 weeks. Deploy: global. Optimization: 6 weeks questionnaire library.