Case StudiesManufacturing Practice
13Global Performance Apparel Brand · Media Reporting · Governance
Unified Global Media Reporting Across All Agencies, Operating Companies & Partners
DataInc.ai designed and operationalized an end-to-end global media reporting infrastructure for a leading performance apparel brand — unifying taxonomy, data templates, RACI governance, and a managed monthly consolidation process across all agency partners and operating companies, delivering reports at 95% accuracy within SLA and saving $500K annually — managed by a single full-time analyst once established.
Global Media ReportingTaxonomy GovernanceRACI DesignData TemplatesExecutive DashboardManaged ServiceMulti-Agency
01
Situation · Solution · Outcomes
Situation
→No unified global media reporting solution — each agency, operating company, and external partner produced reports in incompatible formats, making consolidation into a single global view manual, slow, and error-prone
→No standard taxonomy existed — channel names, campaign hierarchies, and KPI definitions differed across markets and partners, preventing meaningful aggregation or cross-market performance comparison
→Monthly reporting consumed excessive internal resource — the consolidation process required significant analyst hours across multiple teams with no clear RACI, causing missed SLAs, duplicated effort, and executive-level frustration
Solution
→Designed a global media taxonomy — a standardized channel hierarchy, KPI dictionary, and campaign classification framework adopted by all agencies, operating companies, and external media partners globally
→Built a complete governance operating model — including a RACI matrix defining ownership at every step, executive alignment workshops, and standardized data templates pre-configured for each partner type
→Established and runs a managed monthly consolidation process — DataInc.ai ingests, validates, harmonizes, and consolidates all partner submissions into a single executive dashboard and board-ready report on a fixed monthly cadence
Outcomes Delivered
→$500K saved annually — elimination of redundant agency reporting fees, internal analyst overhead, and rework costs from report errors and reconciliation
→95% report accuracy within SLA — consistent, validated monthly reports delivered on a fixed schedule, giving executives a reliable global media performance view for the first time
→1 analyst manages the entire process — the governed, automated consolidation workflow reduced the ongoing operational burden to a single full-time DataInc.ai analyst post-implementation
02
Before & After
Before — Fragmented Global Reporting
No unified taxonomy — every agency used different channel names, campaign tiers, and KPI definitions
Manual monthly consolidation — analysts across multiple teams manually merged incompatible spreadsheets each cycle
No RACI or ownership model — unclear who was responsible for data submission, validation, or escalation at each step
Missed SLAs and low accuracy — reports frequently delivered late, with unresolved data gaps and formatting inconsistencies
High internal resource cost — multiple FTEs consumed by reporting overhead with no scalable infrastructure beneath them
No executive dashboard — leadership received raw spreadsheets with no consistent visualization or performance narrative
After — Governed Global Reporting Platform
Single global taxonomy — standardized channel hierarchy and KPI dictionary adopted by all agencies and partners globally
Automated consolidation pipeline — partner submissions ingested, validated, and harmonized on a fixed monthly schedule
Full RACI governance model — every role, handoff, escalation path, and deadline defined with clear owner accountability
95% accuracy within SLA — validated reports delivered on schedule every month with quantified data quality scores
1 analyst manages end-to-end — the governed process runs at scale with a single dedicated DataInc.ai analyst post-launch
Executive dashboard live — board-ready global media performance view delivered monthly with consistent visualization and commentary
03
Solution Architecture
Five Foundational Deliverables
01
Global Media Taxonomy
Standardized channel hierarchy
Unified KPI dictionary
Campaign classification rules
Market & currency normalization
Partner adoption guide
02
RACI & Governance Model
End-to-end RACI matrix
Submission deadlines & SLAs
Escalation paths defined
Executive alignment sessions
Partner onboarding playbook
03
Standardized Data Templates
Agency submission templates
Operating company formats
External partner schemas
Validation rules embedded
Pre-mapped to taxonomy
04
Executive Dashboard
Global media performance view
Market-level drill-down
Channel mix visualization
KPI trend tracking
Board-ready export format
05
Managed Monthly Process
Submission collection & chase
Automated QA validation
Harmonization & consolidation
Dashboard refresh & QA
Executive report delivery
Monthly Consolidation Flow
Day 1–5
Template distribution to all agencies & partners
Submission deadline reminders via RACI owners
Day 6–10
Submission ingestion & automated QA
Missing data chase & exception escalation
Day 11–15
Taxonomy mapping & harmonization
Cross-partner reconciliation & dedup
Day 16–18
Dashboard refresh & accuracy QA check
Narrative commentary drafted
Day 19–20
Executive report delivered within SLA
Feedback loop & issue log updated
Day 1–5 → 6–10 → 11–15 → 16–18 → 19–20
04
Platform Capabilities
Global Taxonomy Engine
Standardized channel hierarchy, KPI dictionary, and campaign rules adopted by all agencies, operating companies, and external partners worldwide
RACI Governance Layer
End-to-end RACI matrix with defined submission deadlines, escalation paths, and executive alignment — every handoff has a named owner and a clear SLA
Automated QA Validation
Every partner submission is validated against the taxonomy rules and quality thresholds before entering the consolidation pipeline — errors are flagged and resolved before the report runs
Managed Monthly Cadence
DataInc.ai owns and runs the full monthly process — from template distribution and submission chasing through harmonization, dashboard refresh, and executive report delivery on a fixed 20-day cycle
05
Results & Impact
$500K
Saved annually — redundant agency fees, internal analyst overhead, and rework costs eliminated
95%
Report accuracy delivered within SLA every month — consistent, validated, and board-ready
1 FTE
Single DataInc.ai analyst manages the full global consolidation process post-implementation
20-day
Fixed monthly cycle from template distribution to executive dashboard delivery — every cycle, on time
First-ever unified global media performance view delivered to executive leadership — all agencies, operating companies, and partners in one report
Global media taxonomy adopted across all partners — channel names, KPI definitions, and campaign hierarchies standardized worldwide for the first time
RACI governance model eliminated ambiguity — every submission owner, deadline, and escalation path is documented and enforced monthly
$500K in annual savings realized through elimination of redundant reporting fees, excessive internal resourcing, and costly rework cycles
95% report accuracy within SLA maintained consistently — executive team receives a reliable, validated global media view every single month
Operational burden reduced to 1 full-time analyst — the governed, automated process runs at global scale with minimal ongoing resource requirement
Next Steps
DataInc.ai is expanding the reporting infrastructure to incorporate granular channel-level performance data and integrating the consolidated reporting layer with the client's marketing mix model inputs.
01Granularity Expansion — Increase reporting resolution to sub-channel and placement level across all partner submissions
02MMM Integration — Feed the consolidated global media data directly into the marketing mix model as standardized inputs
03Self-Serve Dashboard — Extend the executive dashboard to regional marketing leads with market-level drill-down access
04Automated Anomaly Alerts — Add spend parity and performance anomaly detection to the monthly QA layer with proactive notifications
About DataInc.ai
DataInc.ai is the marketing data reliability platform built for enterprise teams with $5M+ in annual media spend. We monitor measurement pipelines across connectors, mapping, taxonomy, observability, and alerting — eliminating data risk before it impacts decisions.
Proprietary & Confidential · Manufacturing Practice · 2025