From disparate data to
executive actionable insights.

Aberdeen Advisors designs and delivers end-to-end analytics platforms on Microsoft Fabric — certified semantic models, executive dashboards, document intelligence, and AI agents that put answers where your leaders already work.

See Live Dashboard Demos Explore the Platform
0Industry domains served
0Platform layers, one architecture
0Microsoft 365–native security

What we build

One team, the full analytics stack.

We don't hand off between data engineers, BI developers, and AI teams — the same Aberdeen team takes your data from source systems to the boardroom.

Fabric Data Engineering

Lakehouse architecture, pipelines and dataflows that unify Jira, ADO, Smartsheet, ServiceNow, finance, HR and line-of-business systems into one governed model.

Certified Semantic Models

Power BI semantic layers with certified KPIs, portfolio health logic and executive measures — one version of the truth, reused by every report.

Executive Dashboards

Power BI and custom HTML dashboards engineered for the C-suite — from agile delivery command centers to onboarding and compliance cockpits.

Document Intelligence

RAG layers that index charters, status reports, meeting notes and lessons learned — so answers cite the documents behind the numbers.

AI Agents & Automation

Ask-your-portfolio agents, notebook-driven ML models, and PowerPoint report generators — insight delivered to Teams and email, not just a portal.

Microsoft 365 Governance

Security and permissions inherited from Microsoft 365 — SharePoint project sites, document libraries, and role-based access from day one.

See it in action

The CIO Hub, live.

Watch Aberdeen's CIO Hub dashboard in action — portfolio intelligence built for the executive team.

See it, don't imagine it

Live dashboard demonstrations.

Recreations of dashboards we've delivered on Microsoft Fabric — rebuilt here in HTML with synthetic data. Every visual below is rendered live in your browser.

CIO Hub — Initiative, Team & Domain View
Microsoft Fabric · Power BI
CIO Hub | Summary View
Portfolio: All PI: 2026.1 Sprint: 26.2.6 (Latest) Team: Multiple selections
Say / Do by Sprint Committed vs completed story points (in-sprint)
Initiative Health Status Based on most recent completed PI
Burn Up — Story Points Max of remaining points within sprint
Avg Cycle Time by Sprint Days, completed stories
Scope Changes (Churn) During active sprints
AI Executive Highlights Generated from RAID log & delivery telemetry
    Synthetic data for demonstration. Original delivered on Microsoft Fabric with Azure DevOps & Jira pipelines, a certified Power BI semantic model, and AI-generated executive narratives.

    How it's built

    Five layers. One governed platform.

    Every Aberdeen analytics engagement lands on the same proven architecture — collaboration where teams already work, a Fabric lakehouse underneath, certified metrics on top, and AI woven through.

    01

    Project Collaboration Layer

    Where the work lives

    SharePoint project sites Project landing pages Document libraries Charters, plans & status docs RAID / decisions / milestones in SharePoint Lists Microsoft 365 security & permissions
    Custom SharePoint hub with RAG, status & project-plan navigation
    02

    Data Intelligence Layer

    One lakehouse, every source

    Microsoft Fabric Lakehouse Pipelines & Dataflows SharePoint Lists Jira · ADO · Smartsheet · ServiceNow Finance, HR & other systems Notebooks & ML models Standard HorizonView PPM data model
    Orchestration: dataflows feeding notebooks & ML models
    Notebook: initiative likelihood modeling & AI-driven explanations
    Custom Python for data ingestion, augmentation & modeling
    03

    Semantic / Metrics Layer

    One version of the truth

    Power BI semantic model Certified KPIs Project health logic Portfolio metrics Executive measures
    Enterprise-grade semantic model — governed relationships across sprint, initiative & feature facts
    04

    Document Intelligence Layer

    Answers with citations

    RAG layer (Onyx or similar) Indexes SharePoint documents Project charters Meeting notes Status reports Decision docs Lessons learned
    05

    Experience Layer

    Insight where leaders work

    SharePoint project pages Executive / project portal (Vercel) Power BI dashboards HTML dashboards PowerPoint report generator Ask Horizon agent Teams & email delivery
    Agentic implementation: Slack-native managed agent with automated report generation

    Where we've done it

    Proven across industries and functions.

    The same platform pattern, tuned to the metrics that matter in each domain.

    IT Portfolio & Agile Delivery

    CIO command centers tracking initiative health, say/do ratios, cycle time, and sprint churn across hundreds of teams.

    Say/Do · Cycle Time · RAG Health

    Licensing & Compliance

    Contractor onboarding funnels, FINRA registration tracking, license expiration pipelines, and SLA breach analytics.

    Activation Days · SLA Breach · Expirations

    Workforce Management

    Capacity, utilization, and scheduling analytics that connect workforce plans to delivery outcomes.

    Utilization · Capacity · Attrition Risk

    HR & People Analytics

    Hiring funnels, onboarding velocity, and organizational health measures built on governed HR data.

    Time-to-Fill · Onboarding Velocity

    Financials

    Budget vs. actuals, forecast accuracy, and portfolio financial rollups certified for executive reporting.

    Budget vs Actual · Forecast Accuracy

    Supply Chain & Material Sciences

    From supplier performance and inventory analytics to R&D pricing intelligence for specialty materials.

    OTIF · Inventory Turns · Pricing AI

    How we engage

    Discover → Model → Certify → Deliver.

    1

    Discover

    Workshops to map sources, stakeholders, and the decisions your dashboards must drive.

    2

    Model

    Fabric lakehouse and pipelines stood up against your real systems in weeks, not quarters.

    3

    Certify

    KPIs defined once, governed centrally, and signed off by the business.

    4

    Deliver

    Dashboards, portals, agents, and automated reporting in the flow of work.

    Ready to see your data this way?

    Start a Conversation