Case Studies

A look at what we’ve shipped — the problem, the approach, and the measurable result.

Northwind
RAG · Support

Cutting support response time by 73%

Built a RAG-powered assistant grounded in 8 years of support tickets and product documentation, deployed inside Zendesk.

73%faster first reply
$1.4Mannualised savings
Helix
Agent · Sales Ops

Autonomous lead enrichment agent

An agent that researches new inbound leads, writes a one-page brief, and pushes it straight into Salesforce.

4.2xSDR throughput
11 daysto first deploy
Lumen Labs
Eval · Healthcare

Clinical summarisation with hard guardrails

Summarisation system with a custom eval harness covering 200+ clinical edge cases and a strict escalation path.

99.4%factual accuracy
0safety incidents
Octavia
Automation · Finance

Invoice triage & reconciliation

An end-to-end pipeline that classifies, extracts, and reconciles 30k invoices/month with human review only on low-confidence cases.

92%auto-resolved
6 wksbuild to production
Brightpath
Fine-tuning · Legal

Domain-tuned contract review

Fine-tuned a base model on a curated legal corpus, then wrapped it in a review UI used by 40+ in-house counsel.

11xreview speed
2 ptF1 lift vs GPT-4
Acme Co
Strategy · Retail

AI roadmap for a 200-store retailer

Two-week discovery: interviewed 18 stakeholders, audited 6 candidate use cases, delivered a ranked 12-month roadmap.

3 of 6greenlit
$3.2Mprojected impact

Could yours be next?

We’d love to hear about the problem you’re wrestling with.

Tell us about it