Understand
Define the application, model, data boundaries, and success criteria.
Build toward
your business outcome.
Start with a measurable task. We assess baseline models, retrieval approaches, and fine-tuning options before defining a development engagement.
WHAT WE ASSESSScope the work.
Scope the work.
Define the result.
- Baseline model assessment
- Retrieval and fine-tuning evaluation
- Task-specific evaluation and iteration
A CLEAR ENGAGEMENTDefine what
Define what
will be delivered.
- An agreed evaluation method
- A scoped development and validation plan
- Deployment and handover requirements
Who it suits
Teams with a defined task, representative data, and a clear way to measure quality.
Before we begin
Training feasibility, data preparation, model licensing, and ownership are assessed for each engagement. Training a large model from scratch requires a separate feasibility assessment.
OUR APPROACHFrom requirements
From requirements
to operation.
Evaluate
Assess the workload, compute needs, deployment design, and support scope.
Deploy
Validate the environment and model against agreed acceptance criteria.
Operate
Agree monitoring, maintenance, ownership, and change procedures.