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Review copilots
The document, the checklist and the AI's findings on one screen.
DEV-02 · APPScstmAI™ · Development · Custom AI applications
Custom AI applications your team will actually open.
When a chat window is the wrong shape for the work, we build the application that's right: a review screen, a drafting tool, an assistant inside a system you already use, with AI where it helps and nowhere else.
Fig. 01 · Inspecting infrared detectors, NASA JPL
The best AI applications rarely look like chatbots. An underwriter wants the file summarized next to the checklist; an engineer wants similar past change orders beside the one being written; a paralegal wants the clause highlighted in the document, not described in a sidebar. We design around the task.
Applications run on the cstmAI™ Platform, use cstmAI Search and Connect for data, and inherit Govern's permissions and audit logging. You receive the source code, the design files and the deployment scripts.
| Starts with | A two-week discovery sprint |
|---|---|
| Team | Engineers, a product designer and a product lead |
| Stack | Web application on your cstmAI hardware |
| Integrations | Single sign-on; systems of record through cstmAI Connect |
| Deliverables | Source code, design files, evaluation set, deployment scripts |
Applications we build
Shaped like the job, not like a chat.
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Drafting tools
First drafts assembled from approved material, with sources attached.
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Embedded assistants
AI inside an existing system, through its extension points or API.
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Knowledge apps
Question-and-answer tools for one body of knowledge and one audience.
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Narrative reporting
Dashboards that explain what changed and why, in plain language.
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Data-entry assist
Fields pre-filled from documents, confirmed by a person.
Reel 02 · Five-axis CNC milling, NASA Kennedy1998
How it's delivered
Four steps, each one signed off.
01
Discover
Watch the work, find the slow steps, agree what success means.
02
Design
Prototype screens tested with real users on real data.
03
Build
Application, evaluation set and integrations, shipped in increments.
04
Launch
Rolled out to one team first, measured, then widened.
FAQ
Questions we hear first.
Do you design the interface too?
Yes. A product designer works with your users from the first week, and we test with real users on real data before launch.
Can it live inside software we already use?
Often, as an extension, a sidebar or through the system's API. We confirm what your system allows during discovery.
Web, desktop or mobile?
Web is the default because it deploys cleanly on your network. We scope other clients when there's a reason to.
Get a quote
Spec your system.
Tell us the models you want to run, how many people will use them and where the hardware should live. An engineer replies with a first configuration and the questions that decide the quote.