Applied / Commercial AI
Applied / Commercial AI for Regulated Teams
Design and implement AI systems responsibly. Dom & Tom helps teams choose the right AI techniques, integrate tools across platforms, and govern AI usage in regulated and high-risk environments—so AI becomes an operating capability, not a novelty.
Automate, augment, and accelerate
We anchor applied AI around three core applications: Automate repetitive workflows with human oversight; Augment human expertise rather than replace it; Accelerate delivery and insight without sacrificing governance. Every engagement is designed for production, not demos.
What we offer
Our applied AI services include AI architecture and back-end planning with secure data boundaries; tool integration across internal platforms to reduce fragmented AI usage; internal resource libraries and prompt systems for consistency at scale; and AI audits that identify risk, redundancy, and misalignment with business goals.
Compliance and cybersecurity
AI compliance and governance are non-negotiable in regulated environments. We create and monitor AI policies aligned to standards such as HIPAA, SOC 2, FINRA, ADA, and GDPR—with ongoing monitoring and re-alignment as regulations evolve so systems remain audit-ready.
Fractional Chief AI Officer (CAIO)
For organizations that need executive-level AI leadership, our Fractional CAIO service provides strategic guidance, decision support for leadership teams, and oversight of AI initiatives across the organization. This is applied AI strategy focused on systems and governance—not traditional fractional CTO staffing.
How the 5D Methodology reduces risk
Define clarifies business goals, risk tolerance, and compliance requirements. Discover maps existing AI usage, data boundaries, and workflow gaps. Design creates governed human-in-the-loop systems and integration plans. Develop implements architectures, prompt libraries, and platform connections. Deploy establishes monitoring, documentation, and re-alignment as regulations and usage evolve.
Related services and case studies
Frequently asked questions
What is applied or commercial AI at Dom & Tom?
Applied / Commercial AI is Dom & Tom's service for organizations that need AI as an operating capability, not a novelty. We help teams automate workflows, augment human decision-making, and accelerate delivery with governance, compliance, and human-in-the-loop design.
Does Dom & Tom help with AI compliance and governance?
Yes. We help create and monitor AI policies aligned to standards such as HIPAA, SOC 2, FINRA, ADA, and GDPR. The focus is audit-ready workflows, explainable usage, and systems designed for regulated or high-risk environments.
What is a Fractional Chief AI Officer (CAIO)?
Dom & Tom's Fractional CAIO service provides executive-level AI strategy, decision support for leadership teams, and oversight of AI initiatives across the organization. It is applied AI leadership focused on systems, governance, and outcomes—not traditional fractional CTO staffing.
Who is Applied / Commercial AI a fit for?
It fits organizations already using AI across teams, regulated environments such as healthcare and fintech, innovation leaders seeking responsible implementation, and teams that want AI to compound value over time instead of creating technical debt.
How is applied AI different from AI product development?
Applied / Commercial AI focuses on operational AI systems, governance, integrations, prompt libraries, and executive alignment inside existing organizations. AI product development focuses on building new AI-enabled products or major product capabilities from strategy through launch.
Talk with Dom & Tom about your product
Bring us your product goal, app rescue problem, AI product idea, or modernization roadmap. We will help you identify the right next step before you commit to a build.
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