Services Overview
Offerings designed to help companies make the transition to data-driven decision making, advanced analytics and AI
- Research & Advisory Network
  Access to unbiased experts, frameworks, research and case studies to maximize analytics team effectiveness and success
- Analytics Leadership Consortium
  Councils for analytics leadership teams meeting regularly to share and discuss effective strategies and best practices
- Analytics Maturity Assessments
  Actionable, diagnostic insights and recommendations for the enterprise, analytics organizations and individual contributors
- Advisory Services
  Unbiased guidance and support from IIA leaders and experts
Expertise Overview
IIA help clients build capabilities across seven areas critical to building a successful and effective enterprise analytics capability
- Organization
  Organization models, talent, analytics skills, roles & responsibilities, funding models, etc.
- Culture
  Analytics maturity, information economies, leadership, decision-making skills, ethics, etc.
- Process, Methods & Practices
  Analytics techniques, artificial intelligence, business intelligence, agile, visualization, storytelling, UX design, etc.
- Plans & Programs
  Developing an analytics strategy, building an analytics program, measurement, communication, etc.
- Demand Management
  Business alignment, operationalization, requirements definition, prioritization, ROI, metrics, etc.
- Data
  Data strategy, data management, data governance, access, privacy, data engineering, etc.
- Tools & Technology
  Analytics platform strategy, analytics application lifecycle, Cloud, Dev Ops, tool selection, etc.
Resources Overview
Example insights, frameworks and best practices derived from IIA’s experience working directly with clients
- Tools, Templates, and Guides
  Actionable resources to accelerate your analytics journey.
- Roundtables & Webinars
  Regularly scheduled, in depth presentations on topics that matter from IIA executives, experts and thought leaders
Community Overview
Content designed to share trends, challenges, insights and best practices from our work with clients in the broader analytics community
- Blog
  Timely, relevant perspectives from IIA leaders and experts based on our experience with clients and unique market perspective
- Podcast
  Informative and engaging discussions with successful analytics executives from leading companies
- Events
  Virtual and in person Symposiums with practitioner-driven agendas, collaboration and peer-to-peer networking
- Roundtables & Webinars
  Regularly scheduled, in depth presentations on topics that matter from IIA executives, experts and thought leaders
Company Overview
Over a decade of experience delivering unbiased research, advisory and assessment services designed to accelerate analytics performance
- News
  The latest news and press releases from IIA
- Leadership
  Executive team and key advisors
- Careers
  Join the IIA team
Contact

Client Login

Services Overview
Offerings designed to help companies make the transition to data-driven decision making, advanced analytics and AI
- Research & Advisory Network
  Access to unbiased experts, frameworks, research and case studies to maximize analytics team effectiveness and success
- Analytics Leadership Consortium
  Councils for analytics leadership teams meeting regularly to share and discuss effective strategies and best practices
- Analytics Maturity Assessments
  Actionable, diagnostic insights and recommendations for the enterprise, analytics organizations and individual contributors
- Advisory Services
  Unbiased guidance and support from IIA leaders and experts
Expertise Overview
IIA help clients build capabilities across seven areas critical to building a successful and effective enterprise analytics capability
- Organization
  Organization models, talent, analytics skills, roles & responsibilities, funding models, etc.
- Culture
  Analytics maturity, information economies, leadership, decision-making skills, ethics, etc.
- Process, Methods & Practices
  Analytics techniques, artificial intelligence, business intelligence, agile, visualization, storytelling, UX design, etc.
- Plans & Programs
  Developing an analytics strategy, building an analytics program, measurement, communication, etc.
- Demand Management
  Business alignment, operationalization, requirements definition, prioritization, ROI, metrics, etc.
- Data
  Data strategy, data management, data governance, access, privacy, data engineering, etc.
- Tools & Technology
  Analytics platform strategy, analytics application lifecycle, Cloud, Dev Ops, tool selection, etc.
Resources Overview
Example insights, frameworks and best practices derived from IIA’s experience working directly with clients
- Tools, Templates, and Guides
  Actionable resources to accelerate your analytics journey.
- Roundtables & Webinars
  Regularly scheduled, in depth presentations on topics that matter from IIA executives, experts and thought leaders
Community Overview
Content designed to share trends, challenges, insights and best practices from our work with clients in the broader analytics community
- Blog
  Timely, relevant perspectives from IIA leaders and experts based on our experience with clients and unique market perspective
- Podcast
  Informative and engaging discussions with successful analytics executives from leading companies
- Events
  Virtual and in person Symposiums with practitioner-driven agendas, collaboration and peer-to-peer networking
- Roundtables & Webinars
  Regularly scheduled, in depth presentations on topics that matter from IIA executives, experts and thought leaders
Company Overview
Over a decade of experience delivering unbiased research, advisory and assessment services designed to accelerate analytics performance
- News
  The latest news and press releases from IIA
- Leadership
  Executive team and key advisors
- Careers
  Join the IIA team
Contact

Federated Analytics: Design Objectives and Operational Commitments

By Jack Phillips

May 23, 2025

Operating Models

What does it really take to make federated analytics work? This article breaks down the design principles and operational commitments leaders often overlook.

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Federated Operating Models: Lessons from D&A Leaders

IIA Roundtable Peer Insights

By IIA

February 17, 2025

Operating Models

Check out the peer insights from IIA’s roundtable discussion on how companies structure federated teams, overcome governance hurdles, and manage change in this popular operating model.

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Blog Posts: Operating Models