04 / CUSTOM AI
Build the part your tools are missing.
Some workflows do not fit an off-the-shelf product. We work with you to define the problem, test the difficult part and build the application or AI workflow around the way your business operates.
Start with the decision, not the model.
What should the system help someone do? What information is available, and what would a costly mistake look like? These questions determine whether you need a custom application, a document workflow, a model adaptation or a simpler integration.
Build an application people can use.
AI is one part of the work. The interface, access rules, data preparation, validation and deployment decide whether the result is useful day to day. We scope these parts together instead of treating the model as the whole product.
Prove the difficult part early.
A bounded prototype should test the assumption that matters: whether a useful answer can be found, a task can be completed or an output can be reviewed. We define the examples and acceptance criteria before expanding the build.
Agree what happens after delivery.
Before the build, agree the deliverables, ownership and licences, operating costs, documentation and support responsibilities. A handover and an ongoing managed arrangement are different scopes. The agreement should make that difference clear.
Example workflow
- 1
Scope
Define the user task, data rights and failure boundaries.
- 2
Prototype
Test the most uncertain requirement on a small sample.
- 3
Build
Deliver the approved workflow in reviewable increments.
- 4
Operate
Handover or support according to the signed scope.
Adapt only when adaptation helps.
Your approved material can support document retrieval, evaluation or a separately scoped model adaptation. The choice depends on evidence, rights to the material and the limits of the proposed workflow. Training a new model is not automatically the best answer.
Check out our blogs about custom AI.
See moreQuestions before you start
When a specific business requirement cannot be met reasonably with an existing product or a simpler connection. We review that fit before recommending a build.
Internal assistants, document tools, workflow applications and visual or spatial AI are possible project categories. Each needs its own feasibility and data review; these are not claims about named client deployments.
Ownership, third-party licences and pre-existing components must be defined in the written agreement. Do not assume a website description transfers intellectual property.
A useful estimate needs a defined scope, available data and integration requirements. Contact us with the task, current process and constraints.
Only within the actions and approval rules agreed for the project. High-impact or irreversible decisions require appropriate human control.
Bring us one real workflow.
Tell us what happens today, what gets missed and which tools your team uses. We will discuss a sensible starting scope.