Data & Analytics
Documented system / historical statusCognos Operating System
An operating layer for AdvancedMD Cognos that keeps reporting logic documented, reproducible, and transferable.
Documented system / prior professional experience
Illustrative scenario—not a verified customer result or employer endorsement.
The recorded “Active Deployment” / “Production” labels describe the documented system history, not verified current Iterum client production. Deployment details and any performance results require separate evidence.
Recorded design / system phase — not current client verification
- Concept
- Prototype
- Pilot
- Production
- Demonstration
- Version
- 2.1
- Recorded Phase
- Production
- Originally Developed
- 2019
- Last Updated
- 2025-08
- Maintainer
- Iterum Systems
Origin Context
Where this system came from
- Environment
- Behavioral health organizations running AdvancedMD with small internal analytics teams.
- Trigger
- Senior analyst departures repeatedly left teams rebuilding reports and business rules from incomplete records.
- Constraint
- Existing Cognos content had to remain available without dedicated data engineering staff or a new BI platform.
The Problem
Why this system exists
AdvancedMD Cognos reporting often depends on one or two analysts. When they leave, the organization loses business rules, report logic, and confidence in the numbers. New analysts must reconstruct work that should have remained usable.
The Solution
How it works operationally
The Cognos Operating System moves that knowledge into a maintained operating layer. Report recipes define purpose, sources, filters, rules, and validation; governed delivery and onboarding then keep the retained report set usable across analyst transitions.
Core Capabilities
What the system provides
Reproducible reporting
Specifications let another analyst rebuild and verify each retained report.
Business-rule continuity
Definitions and edge cases stay with the reports they govern.
Controlled validation
Release checks catch errors before reports reach leadership.
Reliable delivery
Schedules and distribution follow the organization’s operating cadence.
Analyst transition
New staff inherit a working system instead of undocumented queries.
System Components
What the system is made of
Report recipe template
DocumentationStandard specification format capturing purpose, source, filters, business rules, and validation for each report.
Business rules registry
DocumentationCentral record of definitions, edge cases, and exceptions referenced by name across reports.
Validation checklist
GovernanceRepeatable QA steps run before a report is released or changed.
Scheduled delivery layer
AutomationConfigured schedules and distribution lists tied to operational cadences.
Analyst onboarding path
TrainingStructured sequence for a new analyst to become productive without shadowing a departing peer.
Implementation Model
How it functions in practice
Inputs
What the system requires
- Existing Cognos report inventory
- Business rule interviews with report consumers
- AdvancedMD data model reference
- Named owners for each report and metric
Process
What the system does
- Inventory and triage existing reports
- Author recipes and capture business rules for retained reports
- Retire duplicates and stale reports on a documented schedule
- Stand up validation and scheduled delivery for the retained set
- Onboard analysts against the framework rather than tribal knowledge
Outputs
What it produces
- Documented, reproducible report catalog
- Named metric and report owners
- Validated, scheduled delivery to leadership
- Reusable onboarding materials
Dependencies
What must remain true
- Executive sponsorship for retiring redundant reports
- Named owners willing to maintain definitions over time
- Consistent access to the underlying AdvancedMD environment
- Discipline to route new requests through the framework
Where It Works
Environments
Intended operational contribution
What this system is designed to support
- Designed to reduce dependence on individual analysts.
- Creates a consistent path from report request to validated delivery.
- Gives incoming analysts documented work they can maintain.
Current Limitations
What this system does not solve
- Does not replace an enterprise data warehouse where one is genuinely needed.
- Requires a named steward to maintain recipes and definitions.
- Makes upstream AdvancedMD data problems visible but cannot correct them.
- Applies to AdvancedMD Cognos content, not reporting built on other platforms.
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Related documented professional work
Where this system has been applied
These are documented professional-work contexts, not an Iterum commercial client list or former-employer endorsement. Descriptions below are not independently verified performance results.
Environment
Behavioral Health Organization
Standardized documentation, report recipes, validation processes, and reusable reporting infrastructure.