Enterprise SaaS
Agentic workflows for teams that move fast and ship faster.
Technical buyers, short approval cycles, and a natural fit for agentic AI. We serve PLG SaaS, vertical SaaS, and PaaS platforms with POC-to-production speed — usually the fastest vertical to a signed engagement.
Use Cases
Six use cases built for fast-moving product teams.
| Use case | Technique | Value delivered |
|---|---|---|
| Product description generation at scale | QLoRA on brand catalog + style guide | 10,000 SKU descriptions at brand-voice quality |
| Customer service automation | QLoRA on brand + product + policy | 35–45% fewer escalations |
| Supplier negotiation brief | RAG on contract history + market pricing | Category manager prepared for every negotiation |
| Loyalty reward personalisation | QLoRA on purchase + loyalty data | Redemption up 25–40% |
| Returns processing fraud detection | Fine-tune on returns + fraud labels | Automated approval/flag with fraud risk scoring |
| Agentic workflow automation | Multi-agent orchestration (LangGraph) | End-to-end workflow automation with HITL gates |
Why SaaS Moves First
Technical buyers, short cycles, no committee.
Founders and product leaders understand AI value without a translation layer. Most SaaS engagements go from Sprint to signed POC faster than any other vertical we serve — which is why it's structurally the fastest-closing vertical in our first 90 days.
Agentic workflow automation is the natural entry point: one workflow, four weeks, deployed in your tenant, with human-in-the-loop gates on every consequential decision.
HITL by default
Every agentic build ships with human-in-the-loop gates on consequential actions — approvals, refunds, customer-facing commitments. Autonomy is earned incrementally, not assumed on day one.