AI-first Custom software studio

Custom software that does the work.

We design, build and run AI-first software: agents that answer the phone and the inbox, models fine-tuned on your own data, and the systems they plug into.

Start a project See the platform

Agent observability dashboard: run totals, token usage, cost and success-rate charts
observability / run details
Outbound phone-agent call dialog with an instruction, numbers, executing agent and call options
phone agent / new call
Evaluation runs table comparing models and agents by tests passed, score and cost
evaluations / runs
  • Custom web apps
  • Phone agents
  • Email agents
  • Model fine-tuning
  • Evaluations
  • Agent observability
  • Integrations

Our agent platform

Every agent we ship runs where you can watch it think.

Our platform comes with every engagement. These are real screens from it, not concept art.

See every run, token and dollar.

Live agents, run history, tool-call success and cost per conversation, so nothing an agent does is a black box.

Observability
observability / agent historylive
Agent history charts of active agents, tokens per second, token totals and cost over time

An inbox that files, answers and explains itself.

Email agents classify mail, look things up with tools and reply in your tone, with a trace of every decision.

Email agents
email agents / agent trace
Email agent trace: incoming email, agent reasoning, a shipping-rate tool call and the reply it sent

Calls handled, transcribed and traced.

Inbound and outbound phone agents with speaker-separated transcripts and the reasoning behind each reply.

Phone agents
phone agents / call trace
Phone call transcript with timestamps above a call trace of the agent replies and reasoning

Numbers before opinions.

Benchmarks and your own test sets, run against every model and agent change, so quality is measured rather than argued.

Evaluations
evaluations / pass rate by run
Pass rate by run line chart across eight evaluation runs
Example scenario · illustrative

A vet practice that stops missing calls.

A three-vet clinic loses bookings when the front desk is with a client. Here is how we would approach it: a phone agent that answers every call, books routine visits and hands anything urgent to a person.

Build
Phone agent + booking integration
Typical timeline
6–8 weeks
Measured by
Answer rate, bookings, escalations
Safety net
Human handoff on urgency
  1. Listen firstTwo days at the front desk and a month of call recordings, sorted into the questions people actually ask.
  2. Write the test setFifty real call scripts with the right answer for each, run against every agent version.
  3. Connect the systemsRead and write appointments in the practice software; look up patient history by phone number.
  4. Launch with a safety netAfter-hours calls first, a nurse paged on urgent words, every call transcribed for review.
  5. Run and improveWeekly review of the traces; the test set grows with every call the agent got wrong.

How we work

From first call to running in production.

Short, fixed-price stages. You see working software every week, and you can stop after any stage with everything we built.

  1. Discover

    We map the process, the data and the systems, and agree on how success will be measured.

    1–2 weeks
  2. Prototype

    A working slice on real data, scored against your test set, so the hard question is answered early.

    2–3 weeks
  3. Build

    The production app, integrations, permissions, monitoring and the hand-off to your team.

    4–10 weeks
  4. Run

    We watch the traces, re-run evaluations on every change and keep improving after launch.

    Ongoing

More on our process

Our commitments

Every action traced.

Each agent step, tool call and cost is logged and searchable. You can always answer “why did it do that?”

Evaluated before it ships.

No model or prompt change goes live without passing the test set we wrote with you.

Yours to keep.

You own the code, the data and the fine-tuned weights. No lock-in to us or to a single model vendor.

Start a project

Have a process that should run itself?

Tell us what slows your team down. We will come back within two business days with a first take on what to build, what it costs and how we would measure it.

Start a project

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