Data & Analytics · Generative AI · Consulting, Services & Products

Strategic value from data.
Delivered at speed.

Ramsey International designs and delivers modern data ecosystems and enterprise-grade generative AI for some of the world’s largest organizations — with over 30 years of global experience and award-winning results.

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Services

Working together to deliver value faster

From first assessment to full production, we take data platforms and generative AI from strategy to running systems — and stay until they deliver.

01

Data Platform Design & Delivery

Scalable, secure, high-performance data environments tailored to your organization — architecture, implementation, and ongoing support. Platforms aligned with today’s objectives and built to absorb tomorrow’s growth.

  • Cloud, hybrid & multi-cloud architecture
  • Full-lifecycle delivery, from design to operations
  • Proven at the largest enterprise scale
02

Data Platform Assessment & Strategy

A rigorous review of your existing platform — architecture, deployment processes, security model, and governance — that surfaces the gaps and delivers a strategic roadmap to close them.

  • Architecture & security model evaluation
  • Governance and operating-model review
  • Actionable deployment roadmap
03

Generative AI Design & Delivery

Enterprise-grade generative AI, deployed rapidly and safely: flexible hybrid multi-model systems with Retrieval-Augmented Generation, grounded in your data and integrated with your existing infrastructure.

  • Hybrid, multi-model LLM architectures
  • RAG pipelines grounded in enterprise data
  • Chatbots, APIs & AI interfaces in production

Products

Rapidly deploy using proven approaches

No-Code Enterprise GenAI

GenAI PRO

Deploy a robust, enterprise-grade generative AI platform — ingestion, retrieval, governance, and user interfaces — entirely through a no-code admin console. Hybrid and multi-model by design, GenAI PRO keeps your data governed and your options open.

  • 14 LLM providers out of the box — OpenAI, Anthropic, Google, AWS Bedrock, Azure OpenAI, Snowflake Cortex & more, plus 300+ models via OpenRouter and fully local, air-gapped options
  • Six vector database backends, including Pinecone, Milvus, Databricks, Vectara & OpenSearch
  • RAG and GraphRAG knowledge-graph retrieval, grounded in your own governed data
  • Pseudonymization replaces sensitive data with secure tokens before any model call
  • No-code workflows, embeddable chat widget, user-scoped API, and MCP integration in both directions — your agents can use GenAI PRO, and GenAI PRO can use your tools
  • Per-transaction observability with token and dollar budgets by organization, group & user
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The Cloudera CDP Command Center

Daedalus

Daedalus is a full replacement for the Cloudera CDP user interface — a unified command center that takes the platform’s capabilities and performance to the next level for deployment and management, across AWS (including GovCloud), Azure, GCP, and on-premises Private Cloud.

  • Full lifecycle from one console: deploy, suspend & resume, orchestrated upgrades, and scan-capture-redeploy portability across regions and clouds
  • PreCheck validation catches credential, quota, IAM & network issues before a single resource is created
  • Live multi-cloud cost projection — see the bill before you deploy
  • AI-native: powerful MCP servers expose more than 1,500 CDP and Cloudera Manager API operations to AI agents, with risk-based confirmation built in
  • AI Wizard turns a conversation into a complete, validated platform configuration
  • Catalog-driven deployment of third-party solutions into your CDP estate
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Life Sciences Model of Models

Harmonix

Harmonix is a model of models: nearly 150 public and proprietary data sources harmonized into one integrated life-sciences analysis platform — spanning genomics, chemistry, clinical trials, real-world evidence, drug safety, and scientific literature.

  • 13 standards-based data models — OMOP, CDISC, Biolink & more — unified by a canonical entity registry that joins data natively across domains
  • Ten purpose-built domain applications covering the value chain from target discovery and compound intelligence to clinical trials, safety & biomarkers
  • Billions of harmonized records from ChEMBL, FAERS, ClinicalTrials.gov, Open Targets & more
  • Natural-language AI copilot queries the entire corpus conversationally, backed by MCP tools
  • Bring your own data: proprietary sources onboarded into isolated, governed client schemas
  • Enterprise SSO, end-to-end identity propagation, and audit — deployable on Docker or CDP
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Partners

We partner with top global organizations

Cloudera

RI designed and delivered the largest Cloudera Data Platform cloud deployment in the world — recognition that earned us Cloudera Partner of the Year 2021.

Databricks

GenAI PRO leverages Databricks as a storage platform for RAG and taps its model-serving to access a full collection of LLMs — selecting the right model for every query.

Modak

A trusted services and solution partner for over a decade. With Modak’s Nabu™, RI has created and deployed millions of data pipelines loading modern data platforms.

Snowflake

GenAI PRO integrates with Snowflake Cortex to query vast datasets and dynamically select from a diverse collection of LLMs — accurate, contextual answers at enterprise scale.

tellic

Together with tellic, RI delivers advanced analytics for pharmaceutical R&D — LLMs, knowledge graphs, and machine learning that accelerate drug discovery and design.

Vectara

GenAI PRO integrates with Vectara’s RAG-as-a-Service platform to ground generative AI in relevant, up-to-date information — reducing hallucinations and accelerating answers.

Data at Speed — the book by Mark Ramsey, Ph.D., Founder and Managing Partner of Ramsey International

New from our founder

Data at Speed

What Professional Racing Teaches Leaders About Decisions and Performance

Mark Ramsey, Ph.D. — Founder and Managing Partner of Ramsey International — spent 35 years leading data and analytics at the highest level. Then he took those theories to the racetrack, campaigning a 600-horsepower KTM X-BOW GT2 in professional competition.

Data at Speed distills what the cockpit teaches the boardroom: five racing principles for organizations that want to stop talking about data and start winning with it.

“A rigorously constructed framework for understanding the organizational imperatives of data-driven leadership.”— Richard Y. Wang, Ph.D., former MIT professor · Founder, CDOIQ Symposium
Visit dataatspeed.com Buy on Amazon
Mark Ramsey, Ph.D. — Founder and Managing Partner, Ramsey International

About Ramsey International

Led by one of the most experienced data leaders in the industry

Ramsey International was founded by Mark Ramsey, Ph.D., whose career includes pioneering roles as the first R&D Chief Data & Analytics Officer at GlaxoSmithKline, the first Chief Data Officer at Samsung Telecommunications America, and leader of IBM’s global Business Analytics & Optimization practice.

Over more than 35 years, Mark and the RI team have advised hundreds of organizations across dozens of industries — including five of the world’s ten largest pharmaceutical companies — helping them treat data as a strategic asset and turn it into transformational business value.

A master inventor with 30 patents, an MBA, and a Ph.D. in Applied Computer Science, Mark is a sought-after keynote speaker on data strategy, analytics, and generative AI — and the author of Data at Speed.

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Let’s talk about your data & AI strategy

Reach out for services, product demos, partnership inquiries, or speaking engagements.