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.