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Service

AI-driven Development Consulting

Help engineering, product and QA teams adopt Claude, OpenAI, Codex and similar tools with standards, controls and measurement.

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Initial engagement

Three-to-four-week paid assessment

A focused assessment helps management decide which AI, data and delivery changes are worth funding.

Capabilities

What the work covers

Engineering workflow assessment

AI coding standards and governance

Developer and product-team training

Automated testing and documentation

Code-review quality controls

Secure AI tool adoption

Product and engineering workflow redesign

Delivery performance measurement

Legacy application modernization

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Malvron

Specialist AI development and transformation consulting for profitable companies with complex operations, internal technology teams and practical AI ambitions.

Services

  • AI Readiness Assessment
  • AI-driven Development Consulting
  • AI Transformation

Research briefing

Monthly notes on AI-assisted development, operational data and evidence-first company research.

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