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ContactBook assessment
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Services

AI consulting services for profitable companies with complex operations.

Malvron focuses on software-delivery acceleration, operational data foundations and practical AI pilots that can survive security, governance and production realities.

AI Readiness Assessment

A paid three-to-four-week engagement that maps systems, data, software-delivery maturity and practical AI opportunities.

  • Current-state assessment
  • Data and systems map
  • Ranked AI opportunities
  • Engineering maturity assessment
  • One proof of value
  • Security and governance recommendations
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AI-driven Development Consulting

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

  • 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
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AI Transformation

Connect fragmented operational data, digitize workflows and implement measurable AI systems with governance from day one.

  • Business-process mapping
  • Data-source inventory
  • ERP, CRM and operational-system integration
  • Data quality and ownership model
  • AI use-case selection
  • Internal knowledge assistants
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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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