Solutions

Find the work worth automating.
Then automate it.

We start with a two-week audit of where your team spends its hours on work a person repeats, and you get a ranked list, an honest "don't" list, and what the first worker would take.

Get in touch What it runs on

Where AI pays off in your business

Six places we look first. Most engagements start with one of them.

Administration

Instead ofkeying invoices, chasing approvals, rebuilding the Monday report by hand.

Human resources

Instead ofreading every application and answering the same onboarding question.

Development & support

Instead oftriaging tickets and review comments by hand.

Customer operations

Instead ofthe same question answered three ways by three people.

Security & compliance

Instead ofguessing what left your environment, and who allowed it.

What your AI spend goes on

Instead ofpaying a frontier model for work a small one could do.

Show technical details

One role, one bundle. Each job is decomposed into a role with a declared scope, its tools and permissions, and a pinned bundle so it is reproducible across machines.
Memory that accrues. Decisions, exceptions and conventions harvested from real sessions, put in front of the worker every turn.
Recurring work as text. Standing orders are versioned Markdown that arm their own wake and run on schedule. Reviewable line by line, reversible.
Model per job. Small purpose-built models for narrow roles; a frontier model only where the judgement genuinely needs one.

How this is packaged: The platform, in technical detail →

Who we do it for

One pattern in six industries: a queue, a check, or a document someone reads again.

Marketplaces

Instead ofa listing queue waiting for a reviewer, everything checked in the minute; borderline ones reach a person with the reason.

Finance

Instead ofverification and risk checks waiting on the same three people, each case prepared and scored.

Property

Instead ofan afternoon of analyst research, one card: prices, the unit mix, schools, affordability.

Healthcare

Instead ofclaims adjudication on shared infrastructure; it runs on local hardware.

E-commerce

Instead ofper-seller pricing and per-category inventory by hand, a worker per seller, flat cost at volume.

Professional services

Instead ofthe recurring work that never reaches the top of the list; now scheduled, with an audit trail.

Vibe Property: property insight card with the 'every figure, and where it comes from' provenance table

We build and run one ourselves

A property question, answered in one card.

Our own Singapore property platform: sold prices, the unit mix, schools and transport within reach, and what you can afford, with every figure traced to its source.

Eleven public data sources, resolved to individual buildings. Sold prices, not listings. Built on the stack we would install for you.