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Product engineering studio · Est. 2021

We build custom agentic systemsyour team runs on.

Plate 01 — Product factory
Your operations inIntelligent systems out

Copilots that surface actionable intelligence. Task agents that automate complex workflows end-to-end. Intelligent automation built around your exact operations — not a SaaS that almost fits. Six weeks to a working system.

Book a 30-min discovery callSee selected work
A.Managed Projects

We own scope, timeline, and delivery. You meet a senior team weekly. Six-week agent builds, three-month platforms, fixed-fee where possible.

B.Embedded Squads

A senior squad of 2–6 — design, eng, PM — inside your team for 3–12 months. In your stand-ups, on your codebase. Shipping in week one.

92%
Repeat or referral
of new engagements
30+
Products shipped
since 2021
6
Weeks to first demo
fixed-fee builds
5.0
Clutch rating
14 verified reviews
Who we build for

Three types of teams. One studio.

We build for teams that need custom systems — not another SaaS subscription. If you're one of the three below, we should talk.

01 / AI product founders

Your product is the agent

You need engineers who've shipped AI products to real users — not engineers learning on your dime.

Last shipped: sales-research agent. 0→1. Nine weeks.

02 / Series A–B scaleups

Ship faster on two fronts

Embedded engineers for the roadmap plus internal automation that compounds your team's capacity over time.

Last embedded: Series B fintech, 7 months. 14 features. Deployment frequency doubled.

03 / Enterprises adding AI

Intelligence built into what you have

Copilots and workflow agents built to run reliably in your environment — not a proof of concept that falls apart in month two.

Last shipped: clinician copilot. 5 hospitals piloting.

What we do

A tight set of services. Picked because we're good at them.

Copilots, task agents, and intelligent workflow automation — built for the users who depend on them and the teams who run them.

What's inside
  • 01AI architecture designed for retrieval, evaluation, and real-world reliability
  • 02Streaming interfaces and tool-using agents your users can actually trust
  • 03Workflow agents that automate complex ops tasks end-to-end — internal and customer-facing
Receipt

9 weeks

0→1 to launch

Clinician copilot in patient rooms in nine weeks. Sales-research agent cut lead qualification time by 75%.

How we work together

Two ways in. One bar for quality.

A.

Managed Projects

Best when you know what system you need and want it built fast.

→ Most common for AI product founders and enterprise teams.

Scope
Fixed or banded; weekly demos
Team
Senior pair + PM, scaled as needed
Cadence
6-week MVP / 3-month build
Pricing
Fixed-fee, milestone-based
You provide
Decisions, customer access
Discuss this engagement →
B.

Embedded Squads

Best when you have a roadmap and need senior hands, fast.

→ Most common for Series A–B teams with an active roadmap.

Scope
Yours; we sprint with your team
Team
2–6 designers + engineers + PM
Cadence
3–12 months, two-week ramp
Pricing
Monthly retainer, no minimums after month 3
You provide
Stand-ups, codebase access, a roadmap
Discuss this engagement →
Selected work

A handful of things we made, on purpose, with people we like.

PlateGRID
place: hero shot
Northwind · Fintech / B2B2025

Rebuilt a 70-screen advisor platform without pausing the roadmap.

+38% activation · 0 prod incidents
PlateDIAGONAL
place: hero shot
Lattice Health · Healthtech2025

A clinician copilot, in patient rooms in nine weeks.

9-wk build · 5 hospitals piloting
PlateDOTS
place: hero shot
Foliage · AI / B2B SaaS2025

A sales-research agent that cut lead qualification time by 75%.

0→1 build · launched in 9 weeks
All case studies (12) →
ReceiptsOne quote · No carousel

They shipped what our last two agencies argued about for a year. The team didn't perform expertise — they were just the experts.

MK
Maya Krishnan
VP Product · Northwind
Clutch · ★★★★★Read the case →
BeginTwo engagements open · Q3

Let's build the
system your team
runs on.

30 minutes. No deck. We'll tell you exactly what we'd build, how long it takes, and whether we're the right team to build it.

San Francisco · Lahore
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