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LLC

Insights for Profitable Growth.

We help mid-market and high-growth companies turn data from a cost center into a growth engine — by stabilizing what is broken, improving what is working, and leveraging what is now possible.

Proof Points

Numbers from real engagements

3.4×
restaurant scale supported at a fast-growing QSR chain (250 → 850)
80%+
reduction in data-access times at a national mortgage finance enterprise
$5M+
in unneeded orders identified at a major supermarket distributor
10×
on-time-reporting improvement at a digital marketing agency (10% → 90%)
The Semantic Layer

One governed metric layer. Every consumer reads from it.

BI dashboards, spreadsheets, analytics tools, and AI agents all reading from the same canonical definitions — sitting on top of your data warehouse and data sources, governed end-to-end.

Diagram of the semantic layer: BI dashboards, spreadsheets and reports, analytics tools, and AI agents all flowing into a central governed semantic layer that sits above the data warehouse and data sources.
Governed · Trusted · Consistent · Scalable · Accessible · Secure
How We Engage
Three ways to put us to work
Each engagement is scoped from a complimentary 60-minute discovery conversation.
1
Engagement 1
Analytics Transformation
The Stabilize → Improve → Leverage journey. A structured path from broken or underperforming analytics to a function that drives the business.
Duration12–24 wks
Investment$85K–$165K
2
Engagement 2
Data Architecture & Platform Design
An implementable cloud architecture — ingestion, modeling, semantic layer, governance — delivered as a blueprint your team can build, not a vendor pitch.
Duration6–12 wks
Investment$15K–$110K
3
Engagement 3
Fractional BI Leadership
Senior analytics leadership at the cadence and cost structure that fits — advisory retainer, fractional VP/director, or board-level advisor.
CadenceMonthly
From$3.5K/mo
How We Work

Stabilize → Improve → Leverage

A repeatable, three-phase pattern proven across five industries and twenty-plus transformations. Stabilize the foundation. Improve the architecture and the team. Leverage the platform into competitive advantage.

PHASE 1
Stabilize
Restore trust in data. Quick wins. Top-10 quality audit.
PHASE 2
Improve
Architecture, governance, team capability, platform rationalization.
PHASE 3
Leverage
Self-service, executive KPIs, predictive analytics, CoE.
See the full methodology →
Industries We Serve

Five industries. One pattern of work.

Different operating contexts, the same data problems — and the same playbook for solving them.

Restaurants & Multi-Unit Retail
Multi-unit QSR · Big-box retail · Department stores
Multi-unit operations analytics, single view of customer across channels, franchise data pipelines, store-level performance reporting.
Insurance & Reinsurance
Global reinsurance · Multi-line carriers
Underwriting, claims, program-manager and carrier integration, predictive analytics for specialty lines, actuarial-data platforms.
Financial Services & Mortgage
Mortgage finance enterprises
Loss-mitigation analytics, credit-data repositories, servicer scorecard programs, self-service analytics portals at scale.
Distribution & Supply Chain
Supermarket & food-service distribution
Inventory and service-level analytics, vendor and DC performance, on-hand and on-order analysis — the work that found $5M of avoided spend at one supermarket distributor.
Marketing & AdTech
Holding-company marketing agencies
Campaign analytics, CRM and customer-touchpoint integration, weekly client reporting at scale, agency delivery operations.
Featured Case Study

Scaling BI through 3.4× growth at a fast-growing QSR chain.

Restaurants & Multi-Unit Retail

Eight years inside the BI function.

Eight years inside the chain’s BI function as it scaled from 250 to 850 restaurants. Migrated 15 TB to Snowflake on AWS. Replaced Sisense with Tableau company-wide in 120 days. Cut daily reporting SLA by 2 hours and reduced contractor spend by $200K while supporting 20% annual growth.

Read the case →
3.4×
Restaurants supported
120
Days to deploy Tableau
15 TB
Migrated to Snowflake
Founded by Dr. Dave Rogers. DBA, MIT MBA, 25 years across retail, restaurants, insurance, mortgage, and ad-tech. Adjunct Professor of analytics, statistics, and data visualization. Read the full bio at DrDaveRogers.com

Ready to talk?

Every engagement begins with a complimentary 60-minute discovery conversation. No commitment. Goal is to understand your situation, confirm whether there’s a fit, and outline what a tailored engagement could look like.