Data access, hosting, retention and provider terms are reviewed before use. We agree which information may be processed and the controls required for that environment.

We identify tasks where generated assistance can be reviewed against source evidence. The review records scope, dependencies and the evidence needed before implementation decisions are made.

We plan retrieval sources, access controls, provenance and content refresh. Findings are reviewed with the responsible team so access, operational impact and ownership are clear.

We test unreliable output, sensitive data exposure and adversarial inputs. Implementation follows agreed acceptance criteria and approval points, with limitations documented.

We define permissions, human approvals, usage monitoring and change review. Handover includes the responsibilities and review actions needed to keep the work useful over time.

The proposed deliverables include generative AI feasibility and workflow design; evaluation cases and safeguard recommendations; pilot integration and operational guidance. The final statement of work defines the format, acceptance criteria and responsibilities for each deliverable.

Generated text can sound convincing while being incomplete or incorrect. We design workflows that let users inspect supporting evidence and prevent generated output from silently becoming an operational instruction. Tool access and response authority are controlled separately from the model.

We first discuss your objective, current environment and operational constraints. The engagement follows define assistant task, connect approved knowledge, evaluate outputs, and integrate with review. Access requirements, milestones and approval points are agreed before delivery.

Yes. We agree a responsibility matrix and communication process so your engineers, security team and service partners know who owns decisions, changes and follow-up actions. Ongoing support is included where specified in the agreed engagement.

Scope, environment size, access readiness, integration complexity and the level of implementation or ongoing support determine the proposal. We review those factors with you and agree milestones and fees before work begins.