AI automation for SaaS and technology companies
Your CAC is climbing, trial-to-paid conversion is stuck, and your CS team is buried in tickets. We build AI automation for SaaS companies that activates users faster, deflects support load, surfaces churn risk before it hits, and keeps your GTM motion humming — without adding headcount.
Where SaaS teams get stuck
Low activation rates
Users sign up, poke around, never hit their aha moment. One-size-fits-all onboarding emails don't adapt to how each user actually uses the product.
Support ticket overload
CS team answering the same setup questions, integration errors, and billing issues on repeat instead of solving real customer problems.
Churn you see too late
Account goes quiet, usage drops, and by the time CS reaches out the cancellation email is already drafted.
Sales ops drag
Lead enrichment, scoring, routing, and follow-up happening manually — slow response times cost closed-won deals.
What we automate for your SaaS
- Behavior-driven onboarding: AI sequences that adapt to what each user has (and hasn't) done in the product
- AI customer support: In-app chatbots trained on your docs, code samples, and changelog — deflect 40–70% of tickets
- Product-led growth workflows: Trial milestone tracking, upgrade prompts, expansion triggers based on usage signals
- Churn prediction & playbooks: AI flags at-risk accounts from usage patterns; automations fire tailored retention campaigns
- Lead enrichment & routing: Auto-enrich inbound signups, score them, and route to the right rep in seconds
- Sales workflow automation: Meeting prep briefs, auto-logged calls, follow-up drafting, CRM hygiene
- Content & doc automation: Release notes, help center articles, and changelog posts generated from GitHub/Linear activity
- Billing & dunning: Failed-payment recovery sequences, prorated upgrade flows, contract renewal alerts
Tools we integrate with
How we work with engineering teams
SaaS teams usually have opinions on tooling and a real engineering function. We work with your stack, not around it — webhooks, APIs, event streams from Segment or Amplitude, whatever you already have. We handle the GTM and CS automation layer so your engineers stay focused on the core product. When custom work is needed, we ship clean, documented code your team can own.
Results SaaS clients typically see
Lift in trial-to-paid conversion
Support tickets deflected by AI
Faster inbound lead response time
Good fit if you
- Run a SaaS product doing $500K–$50M ARR
- Have a self-serve, sales-led, or hybrid GTM motion
- Use HubSpot, Salesforce, Intercom, or a modern product analytics stack
- Want a tighter activation → expansion → retention funnel
- Need an AI partner comfortable with APIs, webhooks, and engineering workflows