AI that grows
your SaaS.
Personalized onboarding, churn prediction, support automation, PLG optimization. Embedded in your product. Your data, your models, your growth.
Discuss your SaaS AI projectSix ways AI drives SaaS growth
Personalized Onboarding
Behavioral segmentation → tailored walkthroughs, feature recommendations, milestone nudges. In-app, email, push. A/B tested.
Churn Prediction & Prevention
Usage patterns + firmographics + support tickets → risk score 30-60 days out. Automated intervention plays (email, in-app, CSM alert).
Support Automation
RAG over docs, tickets, code → auto-resolve L1/L2. Ticket classification, routing, draft replies, macro suggestion. Escalation prediction.
PLG & Expansion Revenue
PQL scoring, upgrade propensity, seat expansion signals, feature adoption heatmaps. Sales-assist triggers. Revenue attribution.
AI Code Review & Docs
PR analysis for security, performance, breaking changes. Auto-generate release notes, API docs, migration guides from commits.
Security & Compliance
SOC2 evidence automation, vulnerability prioritization, secrets detection, access reviews. Audit-ready continuous compliance.
SaaS AI questions
What data sources do you need?
Product analytics (Segment, Amplitude, Mixpanel, PostHog), billing (Stripe, Chargebee), CRM (HubSpot, Salesforce), support (Zendesk, Intercom), git (GitHub, GitLab). We build connectors.
How does this differ from Pendo/Gainsight?
Those are analytics dashboards. We build AI that acts: personalized onboarding flows, automated interventions, code that writes itself. Embedded in your product, not a separate tool.
Can you work with our PLG motion?
Yes. We enhance self-serve: AI onboarding, in-app guidance, upgrade prompts, usage-based triggers. All measurable via your existing analytics.
Is our customer data safe?
All processing in your VPC. PII redaction before LLM. SOC2/ISO27001 aligned. Your models, your data. No training on your data.
Ready to add AI to your product?
Free architecture review. We'll assess your analytics stack, product surfaces, and growth levers to design an AI roadmap.
Discuss your project