A film of your product, assembling itself

Production-grade AI,shipped in weeks.

Four scenes. Fourteen days. No narrator — the object is the story. No slideware. No juniors. Just shipped software.

BOOK A BUILD CALL READ ASAI CASE STUDY ↗

SCROLL TO ROLL THE REEL ▾

SC.01 — DAY 01 · FRAME LOCKED

Scope, locked.

One problem, cut to a buildable slice. A spec you can hold — no decks, no slideware.

SC.02 — DAY 04 · SYSTEMS ONLINE

Wiring, live.

Retrieval, agents, pipelines — 15+ source crawlers feeding real data through the core.

SC.03 — DAY 08 · MODULES LINKED

Three ways in.

MVP in weeks · AI inside your product · data pipelines at scale. Whichever door — you work with the builders. No handoffs, no juniors.

SC.04 — DAY 14 · IN YOUR HANDS

Shipped.

A working product, AI running, in your hands. Then hardened, deployed, handed over — 100% of the code & IP, yours.

LIVE PROOF — ASAI.IN

Proof, not promises

We didn't just consult on AI. We shipped it.

Our flagship platform is a production AI job-discovery platform we designed, built, and operate — real ML, real users, running in production today. It’s the clearest proof of how we’ll build yours: not a demo, a live product.

Gemini document AI
Semantic matching
Agentic scrapers
15+ source crawlers
Web + native mobile
AWS microservices

See case study

ASAILive

Senior ML Engineer

Remote · Verified role

Verified

94Strong matchscored in 0.3s

Skills87%

Experience91%

Timing78%

[PROD] asaiUptime 99.9%

2 weeks

to a working prototype

ML systems in production

15+

data sources, auto-crawled

100%

code & IP ownership, yours

Built on the frontier — the tools we ship with

OpenAI
Anthropic
Google Gemini
AWS
Vercel
Supabase

What we do

Three ways we build with you.

01 / Flagship

Ship a production AI MVP — fast

From idea to a deployed product real users can touch, in weeks. Full-stack web and mobile, the AI actually working, running in production — not a demo.

Start a build

First working prototype in ~2 weeks
Web + mobile from one codebase
Deployed, monitored, and handed over

AI features for your product

Drop real AI into the product you already have: document & data extraction, semantic search, matching and recommendations, copilots and agents.

PDF / document → structured data
Semantic matching & ranking
Copilots and task agents

AI data pipelines at scale

Turn messy external sources into clean, structured, verified data — including LLM agents that write their own scrapers, so it scales to any source.

Scraping, enrichment & verification
Agents that generate their own scrapers
Built to run unattended, at scale

How we engage

Clear structures. Fixed timelines. Zero guesswork.

Whether you need a rapid v1 MVP or deep AI system integration, we work in high-speed, well-planned sprints.

Fixed Scope · 14 Days

The 2-Week MVP Sprint

Idea to a deployed production v1 in 14 days. Ideal for validating new AI products, raising seed funding, or launching to early users.

Deliverables:

Working Web & Mobile Prototype
Core AI System Deployed
100% IP Transfer & Source Code

Book this sprint

End-to-End · 4–6 Weeks

Full-Scale AI Product

Full-stack production engineering with custom vector search, data pipelines, automated scrapers, and native mobile apps.

Deliverables:

Full-Stack Web & Mobile Apps
Custom ML & Pipeline Infra
Observability & Monitoring

Book this sprint

Existing Stack · 2–3 Weeks

AI Feature Integration

Drop specialized AI capabilities (document extraction, semantic ranking, task agents) directly into your existing product codebase.

Deliverables:

Document AI & Vector Search
Agentic Ingestion Pipelines
Seamless Codebase Integration

Book this sprint

Track Record

Selected Client & Research Builds.

Systems, research pilots, and community platforms shipped over the years.

2021Research pilot

TravelHomeSafe

University of Hong Kong · Prof. Anthony Yeh

Bluetooth-based detection of public-transport entry for COVID exposure management, built alongside Hong Kong's LeaveHomeSafe programme.

ReactJavaBluetooth

HK Gov context

2019–20Retired

MM Community

Community infrastructure, Myanmar

Crowdsourcing platform for community-built infrastructure — mobile app for citizens plus a web CMS for coordinators.

ReactNode

Forbes profile

2020Live

Index Prediction

Invbots, Hong Kong

Market-index prediction game for a fintech platform — live to this day.

ReactExpress

Visit app

2018Since upgraded

Guest-experience chatbot

Bukit Vista, Bali

WhatsApp-integrated guest chatbot and content management system for a Bali property-management company.

ReactNodeWhatsApp API

Client site

Why teams pick us

Senior, direct, and on the hook for shipping. You work with the people who build. Everything we ship is yours. Proof over promises.

You work with the builders

The people who scope your project are the people who write the code. No account managers, no handoffs to juniors.

100% code & IP ownership

Everything we build is yours — full source, full IP transfer, production-grade from day one. No lock-in.

Proof, not promises

We built and operate our own AI product in production. We can show you exactly how yours will work because we've done it.

Objections & Answers

Frequently asked questions.

Everything technical founders and engineering leaders ask before getting started.

No. Never. We deploy dedicated client cloud environments (AWS, GCP, or Azure) with strict zero-data-retention policies and enterprise privacy controls.

The people who build it

A small, senior team. You'll know us by name.

01 / 03

AI & ML Lead

Co-Founder · Systems

8+ years building together since college. Architect of high-efficiency AI systems that leverage modern models 99% more effectively than off-the-shelf wrappers.

02 / 03

Engineering Lead

Co-Founder · Platform

8+ years building together since college. Owns full-stack architecture and infrastructure — turning complex specs into rock-solid, production-grade code.

03 / 03

Product & Delivery Lead

Co-Founder · Product

8+ years building together since college. Direct, no-nonsense execution — zero fluff, zero drama, keeping iterations fast, well-planned, and on target.

An honest question

How many hours do you think it took to build this website?

Under

Hours — concept to live

Everything you've scrolled — design system, motion, copy, production code — went from blank repo to live in under 12 hours. Not a template. Not a mockup. This is the clock your MVP runs on.

No pitch. 20 min.

Tell us what you're building.

A 20-minute call. We'll tell you honestly whether we're the right team, and how fast we could ship the first version.

Book a build callasailegacy@gmail.com ↗

Instant response · We reply within 2 hours