SaaS
AI copilots inside your product.
- Customers expect AI-native features
- Competing with AI-first startups
- Feature velocity pressure
- Copilots inside dashboards
- Feature enhancement with LLMs
- White-label AI modules
What AI is actually doing for saas right now.
Numbers from our production systems — not vendor marketing.
Feature adoption lift after copilot launch
Time-to-value acceleration
NRR lift attributed to AI features
API calls per day served at p95 <50ms
What we usually build for saas teams.
Reference timelines and investment ranges. Every engagement is scoped to your reality.
In-product AI copilot
Conversational assistant embedded in your SaaS dashboard with contextual actions.
Natural language data querying
Let users ask questions of their data in plain English with typed SQL generation.
AI-powered onboarding
Personalized setup flows that reduce time-to-first-value by analyzing user intent.
White-label AI module
Packaged AI features your enterprise clients can deploy into their own instance.
We integrate with what you already run.
19+ integrations across 4 categories, specifically for saas. Don't see yours? We've probably built it.
3× feature shipping velocity
An AI copilot that cut reconciliation time by 74%
We embedded a multi-model copilot into Ledgerly's reconciliation dashboard. Natural language queries, automated exception handling, one-click audit trails.
Read the case →Ready to build for saas?
Book a call and we'll walk through what's shipped well in your vertical.