01
Sit down
We start at your kitchen table, your warehouse, your back office. Watch the work happen. Take notes. Drink the coffee.
¶ Cover story · The AI engineering house
Software,
brewed daily.
An AI-first engineering house in Singapore. We partner with tech-savvy domain experts to build AI-native products that punch above their weight in their field. Six-week first pour, weekly refills.
logicalaw.sg Legal AI
getspaces.com/sg Workspace
bycraftroom.com Commerce
NOW SHIPPING
3 products, 1 harness
law · commerce · workspace
§ 01 · What we do
Two services. One practice.
Some operators come to us with a workflow and want it shipped. Others come with a wedge and want a company built around it. We do both, deliberately, and we are honest with you in the first call about which one you actually need.
I.
We build your product
You bring a workflow worth productising. We bring the harness, the engineering, the taste. Six weeks to a first pour; weekly iteration after. You keep the codebase, the brand, the customers.
Fixed scope Full IP transfer Optional retainer
II.
We co-build your company
You are an operator with domain depth and an unfair wedge. We embed for the long haul, take equity, and run the build like founders alongside you. Same harness, different commitment.
Equity engagement Embedded team Founder-grade alignment
§ 02 · The ritual
Six steps.
Almost all of them happen
while you sleep.
The ritual is the human pace — six steps, six weeks. Sitting with operators, choosing what to ship, killing what doesn't earn its place.
02
Name the cup
Pick the one workflow that, if it ran itself tomorrow, would change the week. Tight. Singular. Measurable.
03
Pour a draft
The harness writes the spec, the schema, the screens. We bring it back to the table and cross out the wrong half.
04
First taste
Working prototype in front of real users by week three. We sit with them while they use it. Take more notes.
05
Bottle it
Hardening, infrastructure, auth, observability. Boring, careful work. Shipped, not demoed.
06
Brew daily
Weekly cuts. We keep iterating until the workflow becomes a quiet, daily habit.
§ 03 · The harness
Idea to production,
in hours.
The harness is our in-house AI engineering pipeline. It writes the spec, drafts the schema, scaffolds the screens, hardens the deploy. The same harness runs devops — CI, infra-as-code, staged rollouts, observability, rollbacks — so the code that leaves the model is the code that lands in production. ~99% of the engineering motion runs without a human in the loop; the remaining 1% is the part you'd want a human doing anyway.
01 / 04
~30 min
Spec drafted
Working notes turn into a tight spec the team can argue with.
02 / 04
~2 hrs
Schema + API
Models, endpoints, fixtures, auth — generated and reviewed in one pass.
03 / 04
~4 hrs
UI + flows
Screens, state, navigation — prototype lands in front of users before lunch the next day.
04 / 04
~8 hrs
Hardened + shipped
CI, infra-as-code, staged rollout, observability, rollbacks. The harness owns the deploy — boring, careful, in production.
// selected work
Three products. All in production. Iterating weekly.
CO-BUILT · 0 → 1
Legal · SaaS
Logica Law
Drafting shareholder agreements, wills and LPAs for Singapore counsel — chat-first product, lawyer review only where it matters. Drafted in ~2 minutes; harness handles intake, scoping, drafting, and document assembly end-to-end.
logicalaw.sg
visit()
CO-BUILDING
E-commerce · Consumer
bycraftroom
An e-commerce + live-event brand: a custom-gift catalog, a booking flow for live portrait pop-ups, and an admin that runs the studio. Shipped, iterating weekly.
bycraftroom.com
visit()
PLANNED
Workspace · Marketplace
GetSpaces
A two-sided marketplace for flexible workspace: discovery, booking and host operations in one product. Built with the harness; iterating on supply and demand together.
getspaces.com
visit()
// faq
Frequently asked questions.
Week 1: we sit with you, name the workflows, decide what's worth automating. Week 2–6: the harness runs — requirements, spec, prototype, production. From week 7 we iterate weekly on what's live. No pilots-forever, no slide decks.