
Sales and CRM
Lead scoring, follow-up generation, call transcription, and intelligent deal insights that keep your pipeline moving.

What we build
Grounded in production experience, not theoretical possibility. Every capability listed here has been shipped and is in active use.
We embed LLMs — including GPT-4, Claude, and open-source models — directly into your software to power intelligent features that feel natural to users.
Automated extraction, classification, and analysis of documents, contracts, invoices, and forms using AI pipelines that reduce manual review.
Intelligent chat and support tools that handle common queries, route complex cases, and help customers self-serve without friction.
AI-assisted workflows that route, prioritize, and act on business events automatically — reducing manual handoffs and decision fatigue.
Natural language interfaces and AI-driven summaries that make data accessible to non-technical users without requiring SQL or analyst time.
Autonomous agents that monitor, decide, and act within defined parameters — for tasks ranging from lead qualification to inventory management.
Where AI fits

Lead scoring, follow-up generation, call transcription, and intelligent deal insights that keep your pipeline moving.

Automated approvals, anomaly detection, and intelligent scheduling that reduce the operational load on your team.

AI-assisted drafting, editing, and publishing workflows for marketing, documentation, and internal communications.
Our approach
We approach AI as a practical engineering discipline — designed, tested, monitored, and maintained.
We build AI features that create real business value, not demos that impress in presentations
We select the right model for each task — cost, capability, and latency all factor in
We design AI systems that keep your team in control with clear override and correction mechanisms
Our AI integrations are monitored, tested, and maintained like any other production software

We integrate with the tools your team already uses — no rip-and-replace required.