Empower Your Enterprise with Azure Intelligence

We leverage the seamless synergy of Microsoft Azure to transform your business data into actionable intelligence. From architecting enterprise-grade RAG solutions using Azure AI Search and OpenAI Service to automating complex business processes with Power Platform AI, we turn your existing Microsoft investment into a high-performance AI engine. Whether you are scaling machine learning models with Azure Machine Learning or modernizing legacy SharePoint workflows, our team ensures your Azure environment is secure, compliant, and optimized for your specific business goals.

Key Expertise:

  • Generative AI: Integrating OpenAI models and Azure AI Studio to power custom enterprise chatbots.
  • Data Intelligence: Leveraging Azure Synapse and AI Search to unlock insights from your structured and unstructured data.
  • DevOps & MLOps: AI-driven infrastructure automation using Azure DevOps and GitHub Copilot integration.
  • Custom Integration: Bridging your SharePoint/M365 ecosystem with custom React/Django applications via Azure native AI services.

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.

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