# Custom AI solutions — Genyra

> Custom AI development for organisations: built around a real workflow, run inside your boundary, reviewed by people and recorded. Genyra L.L.C-FZ, Dubai.

Canonical page: https://genyra.com/ai

Custom AI built around one workflow, run where the data already lives, reviewed by people and recorded for audit. Custom AI engagements are contracted with Genyra L.L.C-FZ, the separate Dubai company that operates genyra.ai. Genyra.com describes the practice; the agreement names the company doing the work.

## One practice. One contracting entity.

Genyra LLC is a Delaware company; Genyra L.L.C-FZ is a separate company in Dubai, United Arab Emirates, and operates genyra.ai. Custom AI work described on this site is contracted with Genyra L.L.C-FZ. The agreement for an engagement states the contracting entity, the scope, the access granted and where processing takes place, before any material is shared.

## Start from the workflow, not the model.

A useful system begins with a task someone already performs: reviewing a contract, triaging a claim, preparing a case summary, answering a question from the organisation’s own records. We write down the inputs, the decision, who makes it and what evidence they need. The model is chosen to serve that, and only that.

## Run it where the data lives.

Models run inside the client’s environment or in a dedicated one, with the document store, retrieval index, model runtime and audit log inside one boundary. Nothing is used to train a model. Residency, access and logging are decided and written down before the first prompt is sent.

## People decide. The record proves it.

Drafts and answers cite the documents they came from. A named reviewer approves or sends back. Every answer, its sources, the model version and the reviewer’s decision are recorded, so an auditor, a regulator or a colleague can see what the system did and why.

## Operated, versioned, under change control.

A deployed system has an operator, monitoring, a version history for models and prompts, a change process and a plan for incidents and cost. We can operate it, train the organisation’s own team to, or hand it over with the records needed to do so.

- Custom solutions
- Private deployment
- Managed operation

## Bring the workflow and its constraints.

Describe the task, the people who perform it, the documents involved and the rules on where data may be processed. We will discuss what can be automated, what must stay with a person, and the access an engagement would need. Do not send client records or confidential material in the first message.

## Questions we are asked

**Which company contracts custom AI work?** Genyra L.L.C-FZ in Dubai, a separate company that operates genyra.ai. The agreement for an engagement names the contracting entity and the governing terms explicitly.

**Is our data used to train models?** No. Documents, questions and answers are used to retrieve and to answer, and for your own evaluation. They are not used to train or fine-tune a model unless you ask for that in writing.

**Does the system make decisions on its own?** People decide. Drafts and answers cite the documents they came from, a named reviewer approves or sends back, and each decision is recorded with the model version.

**Which models do you use?** The model is chosen for the task, the data rules and the environment, and is named in the design together with its version. Models can run entirely inside your own environment.

## Related work

- [Custom AI solutions](https://genyra.com/ai/custom-solutions): Custom AI solutions built around a task your people already perform: contract review, claim triage, case summaries and answers from your records, sources cited.
- [Private AI deployment](https://genyra.com/ai/private-deployment): Private AI deployment: self-hosted LLMs, retrieval and audit logs on-premise or in a dedicated environment. Residency by design, no training on your data.
- [Managed AI operation](https://genyra.com/ai/managed-operation): Managed AI services for deployed systems: an operator, monitoring, version history for models and prompts, evaluation, change control and incident planning.

Contact: contact@genyra.com

Genyra LLC and the Dubai business Genyra L.L.C-FZ / Genyra.ai are distinct entities. Project scope and the contracting entity are agreed explicitly.