Elevate Your Data with Google Cloud & Gemini

Tap into the industry-leading intelligence of Google Cloud to transform how your business sees and uses data. We help you implement Gemini-powered agents and predictive AI engines that turn raw information into actionable strategy. By leveraging the full stack of Vertex AI and BigQuery, we build intelligent, data-centric architectures that help you stay ahead in an AI-first world.

Key Expertise:

  • Gemini Enterprise: Implementing advanced generative AI models for custom business workflows.
  • Vertex AI: Full-cycle MLOps, from model training to automated deployment.
  • Advanced Analytics: Predictive insights and real-time data modeling via BigQuery.
  • AI-Driven Automation: Intelligent agents that bridge your SharePoint data with Google’s deep learning ecosystem

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
  • Vertex AI architecture and lifecycle planning
  • Security, compliance, and data-access controls

Retrieval augmented GENeration (rag)

Data Foundations for AI

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

  • BigQuery, Cloud Storage, and Dataplex integration
  • Data governance, lineage, and access policies
  • Vectorization strategies for RAG and semantic search
  • Document AI and unstructured data pipelines

speech + language + vision + documents

AI Development & Custom Engineering

We build bespoke, scalable AI solutions, integrating advanced models from Google’s Gemini ecosystem into your custom applications.

  • Custom Generative AI application development (Python/Django/React)
  • Retrieval-Augmented Generation (RAG) implementation with Vertex AI Search
  • Vector database design using Google Cloud infrastructure
  • API development for seamless Gemini model integration

Azure ai foundry + orchestration

Integration & Platform Adoption

We provide end-to-end support for adopting Google Cloud AI tools, ensuring your team is fully equipped to leverage cloud-native services.

  • Cloud-native data pipeline modernization with BigQuery
  • Integration of Google AI services with SharePoint and M365 ecosystems
  • Team enablement and platform best practices
  • Performance tuning for high-throughput AI workloads

performance + monitoring + cost

Enterprise Deployment & MLOps

We operationalize your AI models, building secure, automated pipelines that ensure your infrastructure is resilient and monitored at scale.

  • Automated CI/CD pipelines for AI workloads
  • Vertex AI model training and deployment orchestration
  • Real-time model monitoring and automated retraining
  • Infrastructure-as-Code (IaC) for consistent, scalable deployments

Why Google AI?

Google Cloud delivers industry-leading data science capabilities and the world’s most advanced generative models:

  • Gemini Enterprise: Access Google’s most powerful multimodal models for complex reasoning, analysis, and creative generation.
  • Vertex AI: A unified AI platform that streamlines the model lifecycle, from data preparation to automated MLOps.
  • BigQuery Integration: Run AI and ML models directly where your data lives, eliminating the need for complex data movement and reducing latency.
  • Data Intelligence: Unrivaled capabilities in search, document intelligence, and predictive analytics to turn raw data into strategic assets.

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

Accelerators & Workshops

  • Gemini Integration Accelerator: Fast-track the deployment of Gemini-powered agents and workflows.
  • Vertex AI & MLOps Workshop: Learn to operationalize your models with automated pipelines and performance monitoring.
  • Data-to-AI Strategy Workshop: Leverage BigQuery and Looker to prepare your data foundations for advanced AI.
  • Responsible AI Governance Workshop: Build trust through secure, governed AI deployment and ethics-based framework design.

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 Google AI work for your business — securely, responsibly, and at scale.

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