Most AI pilots stall in a chat window, because a chat window cannot see your ticket queue, your repository or your inbox. The value arrives when an agent can read the systems you already run and do a bounded piece of the work. You tell it plainly what it may not touch. That wiring is the job, and it is the part we do.
Starts as a fixed-price review. You keep the document either way.
Short, fixed-price, and it produces a document you keep whether or not you buy anything else. It exists because scoping AI work without it is guesswork. For some processes the honest answer is "not yet". That is much cheaper to hear in week two than in month six.
Not a survey of the field. A ranked list of the processes in your business where a model changes the economics. The reasoning comes attached, so you can argue with it.
Most stalled AI projects are data and access problems wearing an AI costume. We name the systems that have no API, the data nobody owns, and the approvals that do not exist yet.
Written down, with the reason. A recommendation with nothing excluded from it has not been thought about.
Each of these is work we do in your tenancy, against your accounts, with your approvals. It is not a hosted product you rent from us.
Agents wired into the tools your engineers already live in: chat, the issue tracker, source control and CI. Not a demo. These are the everyday operations of a team.
The work nobody should be doing twice, for the people who are not engineers. Intake that routes itself, documents that become structured data, drafts that wait for a human before they go anywhere.
For estates where the data cannot leave. Inference inside your boundary, retrieval over your own document stores, and a stated cost and latency budget rather than a surprise invoice.
The part that decides whether any of the above survives contact with production. What the agent may do, what it must ask about, and how you find out when it is wrong.
An agent that cannot read your tracker is guessing about your tracker, and a confident guess is the worst output an agent can produce. Wiring comes before prompting, every time.
Read-only by default. We present every state change for confirmation: a comment posted, a branch pushed, a ticket moved. The exception is an action you have explicitly signed off to run unattended.
Verdict first, then the checks that decided it, then the raw citations underneath. An answer you cannot audit is an answer you have to take on trust, and nobody should extend that to software.
We plant the failure and confirm the agent reports it. This is the same rule our platform work applies to build gates, for the same reason. A check nobody has watched fail is a check nobody has tested.
Stated here because the buyer who asks about these is usually testing whether we will overclaim.
We have not measured one, and a benchmark number borrowed from someone else's dataset will not survive contact with your documents. We will measure it with you, on your data, and tell you what it says.
Where a model runs and what is retained are contract terms, not implementation details. If a scope needs your data for training, it says so in writing before anything is sent.
Our own agents run read-only and surface every mutation for confirmation. We are not going to sell you a looser arrangement than the one we are willing to run ourselves.
We have not measured one, so we will not quote one. What we can show you is the process, the wiring, and what it costs to run per month.
Tell us what the process is and which systems it touches. We will come back with whether it is a fit, and say so plainly if it is not.
We reply within one business day.
Claims on this page describe systems TechJoy builds and operates for its own delivery work. No client is named, and no figure appears here without a measurement behind it. Ask and we will show you the working. We do not publish improvement percentages we have not measured.
