_ AI product studio

AI-native engineers who
actually ship.

EdgeScale designs, builds, and ships production-grade AI products — LLMs, agents, and the software around them. We embed with your team and move at startup speed. Not a staffing agency with a Jira board.

Start a project → See the work
4products in market
100%AI-fluent team
US + APACclients shipped for

Teams we've shipped with

Kumu Angkas cooee Habuild
_ what we do

From the first prompt to production scale.

LLMs, agents, and automation aren't a bolt-on for us — they're how we build. Here's where teams bring us in.

◆

AI Product Engineering

End-to-end builds — web, mobile, backend — with LLMs, RAG, and agentic workflows wired in from day one. Designed, coded, and shipped by senior engineers who've done it before.

  • LLM & RAG
  • Agents
  • Full-stack
  • Mobile
⚡

Rapid MVPs

Validate the riskiest bet first. Fuzzy idea to a live, testable product in weeks — in front of real users fast.

⟲

AI Integration & Automation

Copilots, intelligent search, and back-office automation dropped into the software you already run.

⤢

Scale & Reliability

Prototype to enterprise-grade: observability, evals, cost control, and infra that holds under load.

◎

Fractional AI Team

A battle-tested product, design, and engineering pod embedded in your org — shipping alongside you.

✦

AI Strategy & Advisory

Where will AI actually move the needle for your business? We cut through the hype and hand you a roadmap your board and your engineers both trust — then we build it.

_ the difference

What EdgeScale is not.

Most "AI partners" fall into one of three buckets. We were built to be none of them.

Most shops

  • An offshore body shop billing by the seat
  • A slide-deck consultancy that never ships code
  • A flashy AI demo that dies before production
  • Teams bolting AI on after the fact
vs

EdgeScale

  • AI-native engineers who scope and build your product
  • Working software every week — not slides
  • Production-grade from day one, with evals and observability
  • A clean, documented handoff your team owns
_ the edgescale loop

Senior team. Startup speed. No theater.

Our four-step loop — the EdgeScale Loop — keeps you shipping and keeps us accountable.

01

Frame

One focused week to pin down the real problem, the user, and the single metric that defines success.

02

Build

Weekly shippable increments. You see working software — not slide decks — every Friday.

03

Measure

Real users, real evals. We instrument from the start so decisions run on data, not vibes.

04

Scale

Harden, optimize cost, and hand off a codebase your team is proud to own.

_ engagements

Ways to work with us.

Productized, fixed-scope engagements — so you know exactly what you're getting before we start.

⚡

AI MVP Sprint

Idea to a live, testable AI product. Fixed scope, senior team, shipped and in real users' hands — fast.

  • Fixed scope
  • Weekly demos
◎

Embedded AI Pod

A senior product & engineering pod embedded in your team, month to month. Scale up or pause anytime — no rigid contracts.

  • Monthly
  • Flexible
✦

AI Audit & Roadmap

A focused engagement to pinpoint where AI actually moves your metrics — and a build plan your team and board both trust.

  • 2–3 weeks
  • Fixed fee
_ selected work

Products in the hands of real users.

Teams we've partnered with across consumer, mobility, and health.

01

Kumu

Consumer · Live streaming

Partnered with one of the Philippines' largest live-streaming and entertainment platforms — building and refining features serving users at massive scale.

🌏 Philippines
02

Angkas

Mobility · Marketplace

0→1 ride-hailing platform rebuild

Rebuilt the entire ride-hailing system from the ground up for the leading motorcycle-taxi platform — rider and driver apps plus the real-time marketplace engine behind them.

🌏 Philippines
03

cooee

Communications · SaaS

Built product and AI-driven features for a modern communications platform — turning conversations into structured, actionable data.

🌐 Global
04

Habuild

Health · Habit building

10M scheduled notifications / day

Built the notification system that reliably delivers 10 million scheduled push notifications every day — the engagement backbone that keeps large daily-active cohorts showing up.

🌏 India
_ who we work with

Built for teams that need to move.

From first line of code to production scale — we plug in wherever you are.

Startups

Get to a credible v1 and into the market.

Scale-ups

Add AI to a product already in users' hands.

PE & portfolio

Modernize and de-risk operating companies.

Enterprise teams

Ship past the pilot, into production.

_ about EdgeScale

The edge is where good products are won.

AI has reset what a small, focused team can build — and most companies are still moving like it's 2019.

We're operators who've shipped consumer apps to millions and back-office tools that quietly run businesses. Now we bring that experience, paired with an AI-first way of building, to teams in the US and beyond. No bloated retainers, no hand-waving — just senior people shipping software that earns its keep.

Work with us →
  • Builders, not brokers. The people who scope your project are the people who build it.
  • AI-native, not AI-washed. We use these tools daily, in production, with the scars to prove it.
  • Outcome obsessed. We tie our work to your metric, not our hours.
  • Clean handoffs. You leave with tested, documented code your team owns.
_ let's talk

Tell us what you're building.

We'll come back within one business day with honest thoughts on whether — and how — we can help. No deck required.

Flexible business hours · Remote-first · Available worldwide