Case Study · B2B SaaS

AI Lead Qualification for SaaS: 3x Faster with Zero Policy Violations

We built AI-driven scoring, routing, and outreach for a SaaS sales team—3x faster speed to lead, with approvals and auditability baked in.

10 min read SaaS Guardrails
3xSpeed to lead
0Policy violations
+22%MQL→SQL rate
100%Logged actions

Problems we solved

What we built

AI scoring: Uses firmographics, intent, product fit, and behavior signals.
Routing: Territories, segments, and round-robin with SLAs.
Outreach: Personalized sequences with safety prompts and refusal rules.
Approvals & logs: Human-in-loop for offers; full audit trail.

Stack

Outcomes

Qualify and route leads automatically, with governance built in.
Qualify my leads See more SaaS wins

FAQ

Does this work with my CRM?

Yes—HubSpot, Salesforce, and custom CRMs via API.

How do you handle PII?

Redaction, encryption, and least-privilege API scopes.

What about international compliance?

Consent-aware sequencing; respect opt-outs and regional rules.

How fast to launch?

2–4 weeks for core flows; iterative tuning by segment.