Build real, production‑grade AI systems with enterprise security, governance, and performance.

Artificial intelligence is no longer optional — it’s becoming the core of how modern organizations operate. Frogfish Data helps enterprises design, build, and deploy Azure‑powered AI systems that are secure, governed, and engineered for real‑world impact.

We combine Azure AI Foundry, Azure OpenAI, RAG architectures, Copilot extensibility, and agent‑based automation to help you move from experimentation to production with confidence.

AI succeeds only when it’s built on strong data foundations, clear governance, and a technical architecture that scales. Our Azure AI engineering practice brings the expertise needed to make AI safe, reliable, and operational across your business.

Successful AI implementation demands data governance, a well-crafted plan for how and where AI can move your business forward, and a workforce that is well-prepared to embrace changes. Our AI professional services bring the business and technical expertise needed to make AI work for your business in a secure and responsible way. Our AI consultants can help you with:

Architecture + planning + frameworks

AI Strategy & Architecture

We help you identify high‑value use cases and design the architecture to support them.

  • AI opportunity analysis and ROI modeling
  • Responsible AI frameworks and governance
  • Azure AI Foundry architecture and lifecycle planning
  • Security, compliance, and data‑access controls

Retrieval augmented GENeration (rag)

Data Foundations for AI

AI performance depends on data quality, structure, and governance. We engineer the foundations.

  • Azure Data Lake, Fabric, and Dataverse integration
  • Data governance, lineage, and access policies
  • Vectorization strategies for RAG and semantic search
  • Document intelligence and unstructured data pipelines

speech + language + vision + documents

AI Development & Custom Engineering

We build AI systems that solve real operational problems — not prototypes.

  • Custom copilots and agent systems
  • RAG pipelines using Azure AI Search
  • Function calling and tool orchestration
  • Vision, language, and document intelligence solutions
  • Workflow automation across enterprise systems

Azure ai foundry + orchestration

Integration & Platform Adoption

Operationalize AI across your existing tools and processes.

  • Azure AI Foundry deployment and management
  • Copilot extensibility (plugins, connectors, skills)
  • Integration with Microsoft 365, Dynamics, and Power Platform
  • API‑driven automation and system‑to‑system orchestration

performance + monitoring + cost

Enterprise Deployment & MLOps

Move from proof‑of‑concept to production with confidence.

  • Secure deployment patterns and environment hardening
  • Monitoring, evaluation, and drift detection
  • Cost optimization and performance tuning
  • AI Center of Excellence (CoE) enablement

Why Azure AI?

Azure provides a unified, enterprise‑grade AI ecosystem:

  • Azure AI Foundry for model lifecycle and governance
  • Azure OpenAI for GPT‑4o, Phi‑3, and multimodal models
  • Azure AI Search for vector retrieval and RAG
  • Azure Machine Learning for training, tuning, and MLOps
  • Microsoft Copilot extensibility for enterprise automation

Together, these services create a secure, governed platform for building production‑ready AI systems.

Accelerators & Workshops

We offer structured programs to help teams get AI‑ready faster:

  • RAG Accelerator — Build a production‑grade retrieval system
  • Copilot Extension Workshop — Add custom skills and plugins
  • AI Governance & Security Workshop — Establish responsible AI guardrails
  • Azure AI Foundry Bootcamp — Deploy and manage enterprise AI workloads

Build AI That Works in the Real World

If you need help with AI strategy, governance, development, integration, or enterprise rollout, Frogfish Data provides the engineering expertise to make Azure AI work for your business — securely, responsibly, and at scale.

← Back

Thank you for your response. ✨