A senior software studio in India

We build your software the way we build our own.

AI systems and product engineering for founders and companies, from one senior team that also runs its own AI products. A demo every week, a written estimate before we start, and you own everything we write.

We reply within two working days. If we are not the right team, we say so.

In: your problemOut: your software, in production
The studioFor clients

AI systems, product engineering and first versions, designed, built and run by one senior team.

DiscoverBuildRun
Practices proven in production
Problems worth solving next
The labOur own

Our own AI products, run in production every day. First: Social Media Digital Marketer, in beta.

BuildOperateMeasure

phro·ne·sis φρόνησις — practical wisdom: judging the right action in the particular case. Earned in the lab, applied in the studio.

Senior onlyThe people on the first call are the people who write the code.
A demo every weekFrom week one. No long silences and no big reveal at the end.
You own everythingCode, infrastructure, documentation and the accounts they live in.
Estimate in writingFixed scope or a monthly arrangement, agreed before work starts.

01 — What we take on

Four kinds of work. One senior team on each.

01

AI systems

Agents, retrieval, model integration and the evaluation harnesses that keep them honest. Built to hold up in production, because ours has to.

LLM agents and workflows Retrieval and search Evaluation and observability Model routing and cost control
02

Product engineering

Web and mobile applications end to end: architecture, backend, interface and deployment. One senior team from the first call to the first release.

Web applications Mobile apps APIs and integrations Cloud architecture
03

First versions for founders

A working first version with scope agreed before we start. Weeks, not quarters. You see progress every week and own everything we write.

Scope and estimate up front Weekly demos Production deployment Full code ownership
04

Run and improve

For software that already exists, ours or anyone’s. We take over the codebase, keep it healthy and ship a steady stream of improvements on a monthly arrangement.

Codebase takeover Monitoring and reliability Feature roadmap Monthly reporting

02 — How an engagement runs

Three stages. Each ends with something you can read, run or reject.

011–2 weeks

Discover

We learn the domain, agree scope and success criteria, and put an estimate in writing. If we are not the right team, we say so here.

02Weekly cycles

Build

A working demo every week. You talk to the people writing the code, not an account layer. Scope changes are re-estimated in the open, never absorbed silently.

03Handover or retainer

Run

We deploy to your infrastructure, hand over documentation and access, and either train your team or stay on to operate what we built.

03 — From the lab

Social Media Digital Marketer

In beta

An AI agent that runs a brand's social media like a studio.

It learns a brand's voice from its website, drafts a month of posts, publishes to Instagram, Facebook and LinkedIn on schedule, and reports what to change next week. Nothing publishes without a person's approval.

Publishes to
Instagram, Facebook, LinkedIn
Languages
18
Approval
Required on every post
Access
Private beta, weekly batches
Visit socialmediadigitalmarketer.com
Nara Furniture Co. Week 38
2 awaiting approval
Instagram
Behind the bench: how a chair gets its joinery Tue 09:30 · Awaiting approval
LinkedIn
Three things we learned in a year of made-to-order Wed 11:00 · Awaiting approval
Facebook
Open studio this Saturday, doors at ten Sat 10:00 · Scheduled

Nothing publishes without a person's approval.

This week
M
T
W
T
F
S
S
12published this month
18languages available

04 — How we work

What we hold ourselves to.

Judgment over process

Every project gets decisions made for it, not a method applied to it. Frameworks are starting points; the answer comes from the problem.

We use what we sell

Our products run on the practices we bring to client work. If a pattern fails in our own product, it never reaches yours.

Reliability before intelligence

An AI feature that fails quietly is worse than none. Boring, observable foundations ship first; the clever parts sit on top.

Small and senior

Every engagement is staffed by people who have shipped production software for years. No hand-offs to a bench.

Start here

Tell us what you are trying to build.

Two or three sentences is enough. We reply within two working days with questions, an honest read on fit, and what a first step would look like.