Zoro Labs

Forward-deployed AI engineering

AI built for your business.

Engineers who shipped AI at Meta, Google, and OpenAI — embedded in your business, building the custom workflows and agents that move your numbers. If we don't deliver, our fee is zero.

Request the taskforce

Two-week audit · Free · No obligation

Avg engineer tenure

12 yrs

at FAANG + AI labs

First workflow live

4 wks

from kickoff

Per engagement

2–4

senior engineers, on-site

Fee when we miss

no lift, no fee

§ 01

The problem

You don't need more AI tools. You need the team that builds them.

Most businesses use AI like a chatbot. The people shipping production AI work at Meta, Google, and OpenAI. We bring that team to yours — embedded, custom, measured against a baseline you sign.

Manual workflow today

Hrs / wk

$ / yr

Manual workflows · today vs after

Customer email triage→ AI-routed

$47,000

01Customer email triage

→ AI-routed18 hrs/wk · $47,000

Invoice coding & data entry→ End-to-end agent

$31,000

02Invoice coding & data entry

→ End-to-end agent12 hrs/wk · $31,000

Weekly ops reports→ Auto-generated

$15,000

03Weekly ops reports

→ Auto-generated6 hrs/wk · $15,000

Lead qualification→ Agent-driven

$52,000

04Lead qualification

→ Agent-driven20 hrs/wk · $52,000

Returns & refunds processing→ Workflow automated

$36,000

05Returns & refunds processing

→ Workflow automated14 hrs/wk · $36,000

Customer follow-ups→ Agent-driven

$23,000

06Customer follow-ups

→ Agent-driven9 hrs/wk · $23,000

Reclaimed, year one

3,120 hrs

$204K

Reclaimed, year one$204K · 3,120 hrs

Sample · composite of three engagements

✕ Sample / not for distribution

§ 02

The process

Three weeks of discovery before a single line of code. The first two phases are free.

I
Map
FREE·2 weeks
We sit with your team and map every repetitive workflow — the hours you're losing and the ones worth reclaiming.
Deliverable
Operations map. Hours by workflow.
II
Impact plan
FREE·1 week
Opportunities ranked by hours saved and dollars reclaimed. You pick what we build first.
Deliverable
Prioritised impact plan.
III
Build & deploy
ENGAGEMENT·4 — 16 weeks
Two to four senior engineers deploy inside your business. Custom workflows, real integrations — built to your stack.
Deliverable
Production systems you own.
IV
Settle up
PERFORMANCE·Year one
We take a percentage of verified lift — hours reclaimed, revenue added. Miss the target, and it's zero.
Deliverable
Audited reconciliation.

§ 03

The agreement

A percentage of the lift we deliver. If we miss, the fee is zero. You sign the number. Or we don't invoice.

Zoro Labs

Hiroshi Tan, partner

Client

—

Date

— . — . 2026

Free. No obligation.

Request the taskforce.

Two-week audit. Ranked impact plan. Then you decide whether to deploy the team.

✓Operations map · hours by workflow
✓Opportunities ranked by hours & dollars
✓Read-only · we don't touch production
✓60-minute readout with your team