Work — AI & ML Engineering Case Studies | Punch
WORK

The work, in production.

Systems doing real work today — gated by the numbers, shipped to the field.

THE REEL — FORECASTING · CONVERSATION · DETECTION, LIVE

AI Work. In production now.

WHAT WE SELL TODAY · 2024—PRESENT
Firmatek HOVER TO PLAY
Firmatek COMPUTER VISION · MLOPS

Every pole, inspected from the sky.

Rot at the crossarm, spotted from 400 feet up — and routed to a crew the same day.

How we did it →
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IT REMEMBERED +30D PATTERN B-7 · SEEN 212× BEFORE
Numin QUANT ML & FORECASTING · SINCE 2018

Teaching the chart to remember.

History rhymed 212 times — the engine was listening. The receipt: 8 TB, two years, 78,531 trades.

How we did it
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Pilotly MULTIMODAL RAG · CUSTOM EMBEDDINGS

It watched your cut. It has notes.

Scene 2 was too dark. It noticed before you did.

How we did it
Zwilt CONVERSATIONAL AI · HIRING

The interview that interviews back.

An AI interviewer that talks to every candidate and scores the conversation — with the transcript quote behind each number.

Watch it work
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RedCloud NASDAQ: RCT COMPUTER VISION · MOBILE

Wave the phone. The shelf uploads itself.

Field agents onboard a merchant by walking the aisles — the camera recognizes every SKU, so no one types a catalog by hand.

Watch it work
HOVER TO PLAY THE LABELING THE IDENTIFICATION RecoveryTrek A witness in every pocket.
RecoveryTrek

A witness in every pocket.

AI verification for Proof — remote drug testing the courts can trust.

How we did it
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Netflix NASDAQ: NFLX AI AVATARS · PERSONALIZED VIDEO

The trailer that knows what you watched.

A one-of-a-kind win-back video for every lapsed subscriber.

How we did it

Agency Work. Obvious now. Built then.

THE DECADE THAT BUILT THE COMPANY · 2014–2024 · 200+ CLIENTS
KonMariTidying, branded.HOVER TO PLAY
KonMari ACQUIRED · RAKUTEN

Tidying, branded.

All of Marie Kondo's identity, design, and digital. It sparked joy.

KONMARI · BRAND + DESIGNWatch it work
TwiceA shopping cart that sells.HOVER TO PLAY
Twice ACQUIRED · EBAY
+16%
PER-CUSTOMER REVENUE

A shopping cart that sells.

TWICE · ECOMMERCE UXWatch it work
2020 OnsiteCatalogues on Shopify.HOVER TO PLAY
2020 Onsite 580+ PRODUCTS · DAY ONE

Large-scale catalogues on Shopify.

The League — dating's most selective club, built end to end by Punch.

2020 ONSITE · ECOMMERCEWatch it work
Cape ACQUIRED · MOTOROLA MOBILITY

From base camp to summit.

Principal iOS app for the FAA-approved drone video service.

CAPE · 2015 · iOS + DRONEWatch it work
CapeFrom base camp to summit.HOVER TO PLAY
Pocket GemsClick-worthy emails for a gaming giant.HOVER TO PLAY
Pocket Gems $155M+ RAISED
EMAIL ENGAGEMENT

Click-worthy emails for a gaming giant.

POCKET GEMS · WAR DRAGONSWatch it work
InstoreHappy selling.HOVER TO PLAY
Instore ACQUIRED · SLICE

Where commerce happens on AWS.

Layers of fault tolerance so merchants never close.

INSTORE · CLOUD INFRASTRUCTUREWatch it work
DispatchrThe smart city starts with Dispatchr.HOVER TO PLAY
Dispatchr $7.8M+ RAISED

Enterprise software for the smart grid.

So your lights are always on.

DISPATCHR · ENERGYWatch it work
CraftCustomers, not impressions.HOVER TO PLAY
Craft

Customers, not impressions.

From cost-per-click to cost-per-acquisition.

CRAFT · ADVERTISINGWatch it work
Skipify $50M+ RAISED

Revolutionizing e-commerce checkout.

Connected Checkout, in a single tap.

SKIPIFY · FINTECHWatch it work
Connected Checkout.HOVER TO PLAY
ChewyCustomer experience first.HOVER TO PLAY
Chewy NYSE: CHWY

Putting customer experience first.

A customer-focused content platform.

CHEWY · BRAND + WEBWatch it work
MedCertsThe web as a competitive advantage.HOVER TO PLAY
MedCerts ACQUIRED · STRIDE

The web as a competitive advantage.

Lead-driven development that grew MedCerts in the market.

MEDCERTS · EDUCATIONHow we did it
Vantage Robotics

Aerial photography from the ground up.

From the ground up — a drone for everyone. And a full featured app to match.

VANTAGE ROBOTICS · DRONE + APPWatch it work
Vantage RoboticsAerial photography from the ground up.HOVER TO PLAY
A friendlier face for chat.HOVER TO PLAY
SoChat

The messaging app for America.

Bringing a smile to a growing brand.

SOCHAT · MESSAGINGHow we did it
InsiktA white glove experience for personal loans.HOVER TO PLAY
Insikt $100M+ RAISED

A white glove experience for personal loans.

Insikt gives brands a platform to sell and service loans with a white label experience.

INSIKT · FINTECHWatch it work
The LeagueDate. Intelligently.HOVER TO PLAY
The League ACQUIRED · MATCH GROUP

Engineered to be selective.

Dating's most selective club, built end to end by Punch.

THE LEAGUE · PRODUCT ENGINEERINGWatch it work

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