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.

By the numbers

4–6 wks

Average time to first production version

100%

Deliveries with auditable outputs

3×

Average content output speed increase

70%+

Typical hours saved on target tasks

6

Industries served

Representative outcomes from customer engagements — not averages across all clients.

FEATURED STORY

Read how teams ship with Tenten AI

A due-diligence copilot for a private equity firm — days to hours
Financial services

A due-diligence copilot for a private equity firm — days to hours

A private equity firm needed to compare clauses and summarize risks across hundreds of acquisition documents. Tenten AI deployed a RAG-driven due-diligence copilot where every conclusion links back to its source passage. Review cycles dropped from days to hours, fully auditable for the compliance team.

“We can now complete a full document review cycle in 24 hours before signing, instead of three days.”

— Partner at a private equity firm

5 weeks

First version live

70%

Fewer hours organizing documents

100%

Auditable outputs

Read the full story

MORE STORIES

Administrative automation for a regional hospital
Healthcare

Administrative automation for a regional hospital

Automated claims drafting and chart summarization, with every output confirmed by a professional before taking effect. Administrative load fell, and clinical staff gave that time back to patients.

6 weeks

Pilot department live

100%

Outputs human-reviewed

In-line visual inspection at an electronics plant
Manufacturing

In-line visual inspection at an electronics plant

A defect-detection model trained from a small set of labeled samples, deployed at the edge with no internet dependency. Defects caught before leaving the line — then replicated to a second line.

4 weeks

On the line

2 lines

Replicated across

A product-content engine for a cross-border retailer
Retail & commerce

A product-content engine for a cross-border retailer

Batch generation and review workflows for multilingual product descriptions and a support copilot handling order inquiries, with exceptions escalated to a human.

10×

Content output speed

3 languages

Launched simultaneously

Claims document classification for a life insurer
Insurance

Claims document classification for a life insurer

Unstructured claims documents automatically classified and pre-filled into form fields, reducing manual data entry and letting reviewers focus on complex cases.

8 weeks

Production deployment

65%

Reduction in manual data entry

A route-scheduling copilot for a logistics provider
Logistics

A route-scheduling copilot for a logistics provider

A scheduling assistant that integrates live traffic and capacity data, letting dispatchers evaluate route options in minutes rather than hours.

3 weeks

MVP live

40%

Faster scheduling decisions

An automated BD agent for an industrial-PC distributor
B2B industrial tech

An automated BD agent for an industrial-PC distributor

An end-to-end lead-generation pipeline for a North American industrial-PC distributor: the agent prospects target accounts, enriches them with market intelligence, drafts personalized outreach, and writes qualified leads back to the CRM. Business development shifts from manual, one-by-one work to an agent that runs the pipeline while reps review and follow up.

End-to-end

Automated BD pipeline

Agentic

Core architecture

A social-media UGC pipeline for a diamond brand
Luxury retail

A social-media UGC pipeline for a diamond brand

An agent pipeline for a luxury diamond brand that auto-generates on-brand, UGC-style posts, visuals, and short-video scripts, batch-produced to each platform's spec and routed into a review queue. The marketing team moves from making every post by hand to curating and approving.

Social content

Auto-generation pipeline

Agentic

Core architecture

A brand & PR content engine for a semiconductor packaging leader
Semiconductor packaging

A brand & PR content engine for a semiconductor packaging leader

A brand and PR content engine for a global semiconductor packaging leader, spanning multilingual press releases, technical announcements, and website upkeep. The system produces every language from one unified voice and terminology base, keeping global communications consistent while sharply cutting the manual translation burden.

Multilingual

Consistent brand voice

Content engine

Core architecture

How We Deliver

Workshop to production — usually in weeks

01

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.

02

Build Sprint

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

03

Ship & Scale

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

“Tenten AI didn't just deploy a tool — they helped us redesign workflows so AI became part of daily operations, not a system sitting off to the side.”

— CTO at a manufacturing company

For more work across industries, see the full Tenten portfolio

AI workflows,
built into your operations

We deploy forward — FDE and FDM — to build the AI agents and workflows your team runs on. Live in weeks, not quarters.

Book a 30-minute consult