OUR WORK

We build systems, not endless PoCs

Every engagement starts with a focused workshop and ends with a measurable, maintainable production system. Here's a representative set of what we've shipped.

How We Deliver

Workshop to production — usually in weeks

Focused Workshop

Two days to find the highest-value entry point and lock in success criteria — no sprawling PoCs, just a clear target from day one.

Build Sprint

A small cross-functional team ships a working v0 in 2–3 weeks. Every architecture decision is documented, traceable, and transferable.

Ship & Scale

We measure after deployment and scale only once ROI is confirmed — not one-and-done prototypes.

Financial services

A due-diligence copilot for a private equity firm

A RAG pipeline across hundreds of contract documents, with every conclusion traceable to its source passage. We designed an auditable citation interface so the compliance team can verify every output without leaving the tool.

RAG · Claude · pgvector · citation UI

5 weeks

First version live

RAG pipeline

Core architecture

Healthcare

Administrative automation for a regional hospital

Structured outputs generate claims drafts and chart summaries, but every document passes through a human confirmation gate before taking effect. The audit trail captures every AI suggestion alongside the professional's final decision.

Structured output · Human-in-the-loop · audit trail

6 weeks

Pilot department live

Human-in-the-loop

Design pattern

Manufacturing

In-line visual inspection at an electronics components plant

A defect-detection model trained quickly from a small labeled dataset, deployed at the edge with no internet dependency. The full inference pipeline runs offline — configuration copied directly to a second line.

Edge CV · Few-shot fine-tuning · offline inference

4 weeks

On the line

Edge inference

Deployment pattern

Retail & commerce

A product-content engine for a cross-border retailer

Batch generation and review queues for multilingual product descriptions, plus a support copilot handling order inquiries. Exceptions escalate to a human. All three language workflows share the same quality-control logic.

Claude Batch API · multilingual pipeline · review queue

3 languages

Launched simultaneously

Batch pipeline

Core architecture

Want to see the business outcomes these systems delivered?

The customers page has ROI data, client quotes, and measurable improvements for each engagement.

See customer stories

For more work across industries, see the full Tenten portfolio

A new era of
AI-native products

Ship your first AI use case in weeks, not quarters.

Book a 30-minute consult