AI consulting for saas.
SaaS already has the data. The AI question is which workflow earns its keep against your existing tooling — Intercom, Zendesk, Gainsight, HubSpot.
The work SaaS companies run by hand.
These are the operations we've seen compress the most when SaaS companies hand them to a well-built AI workflow — measured against the actual hours your team spends, not a vendor demo.
- 01
Tier-1 support and product-question deflection
- 02
Onboarding and activation outreach for new accounts
- 03
Renewal-risk identification and CS playbook execution
What we typically ship.
Real workflows we've built for SaaS companies. The right starting point for your team will be one of these — or a remix.
- 01
Product-aware support agent
RAG over your docs, changelog, and historical tickets; resolves Tier-1 questions in-product and in your help center, hands off with full context. Tuned weekly against your team's gold answers.
- 02
Onboarding & activation agent
Watches activation events and nudges new accounts that stall — in-app, in-email, in-Slack-shared — with paths tuned to your activation funnel. Replaces the 'CS coordinator' role you keep meaning to hire.
- 03
Renewal-risk assistant
Surfaces accounts trending to churn using product-usage, ticket sentiment, and CS notes; drafts the playbook your CSM would run, leaving the actual outreach to them.
Discovery → Pilot → Production.
Every engagement starts with a one-week sprint — audit, ADR, and a written go / no-go on the operation you want to hand to AI. Roughly one in four pilots gets killed at that step; that's the point.
If we move to a build, you ship a single end-to-end agent on real data inside three to six weeks. We hand off repo, prompts, and runbook. Retainers exist for care and growth — never for lock-in.
see engagement model →Questions SaaS companies ask us.
If something you're chewing on isn't here, send it to team@phaselink.ai — partner-written reply within one business day.
- Build vs. buy — why not Intercom Fin or Zendesk AI?
- If their out-of-the-box AI deflects what you need at the cost they charge, buy it. We get hired when teams have measured those products and found the deflection ceiling too low for their product surface, or the pricing doesn't pencil at their ticket volume. We'll tell you that in the audit.
- Will it work with our stack — Intercom, Zendesk, Linear, Pylon?
- Yes. Intercom, Zendesk, and HubSpot have first-class APIs we use frequently; Linear and Pylon are clean to integrate too. We sit alongside the tool you're keeping rather than replacing it.
- How do you handle eval and quality over time without it drifting?
- Every shipped agent has an eval suite — graded examples you sign off on at launch — that runs on every prompt or model change. We review weekly for the first month, monthly under retainer thereafter. If quality drifts, you'll know before customers do.
Send us your most expensive operation.
We'll have an audit on your desk in five days.
One PDF. No deck. No obligation. We'll tell you whether AI is the right answer for it — and if it is, we'll quote the build the same week.