Our method

Requirements to Results.

MTG connects the business objective to the requirements, implementation, test evidence, and operating controls. That chain keeps decisions reviewable throughout the work.

Delivery sequence

Eight steps with clear decision points

01 · DISCOVER

Business discovery

Identify stakeholders, current processes, constraints, data, and measurable outcomes.

02 · DEFINE

Requirements

Write distinct, traceable business, functional, data, security, and support requirements.

03 · CONSTRAIN

AI Work Specifications

Set task, approved sources, business rules, output format, validation, and human approvals.

04 · DESIGN

Solution design

Map future workflows, architecture, interfaces, controls, and test strategy.

05 · BUILD

Development

Implement workflows, integrations, access controls, logging, and release procedures.

06 · PROVE

Quality assurance

Execute agreed tests, track defects, and record user acceptance evidence.

07 · CORRECT

Controlled remediation

Review corrections and retest; authorize production changes with rollback available.

08 · OPERATE

Lifecycle support

Transfer knowledge, monitor outcomes, and maintain instructions and documentation.

Trace the result back to the need.

Every handoff should answer a useful question.

Business objectiveWhy are we doing this?
Approved requirementWhat must be true?
Design and implementationHow will it work?
Test evidenceHow do we know?
Operational controlWho owns it over time?
Responsible delivery

Security and human review are part of the design.

We define sensitive-data boundaries before using AI tools, select controls appropriate to the client environment, and document approvals for material changes. Test evidence, release decisions, monitoring, and rollback form part of the handoff.

Talk through your requirements