If your dashboards disagree, your CRM is bloated, and your AI experiments underperform — your foundation is broken.
We restore structural integrity to business data so leadership can operate from verified reality.
Growth creates complexity. Complexity creates duplication. Duplication destroys trust.
You don't have a reporting problem. You have a data integrity problem.
The issue is not the tools. It's the foundation beneath them.
Structural remediation for profitable companies that outgrew their systems.
We identify duplication, inconsistency, and structural decay across your CRM, ERP, and operational systems — then correct it at the root level.
We redesign schema, field logic, and relational structure to support operational clarity and scale.
We consolidate fragmented data into a verified master foundation used across departments.
We structure and enrich your data for LLM ingestion, analytics pipelines, and automation accuracy.
We work with profitable small and mid-sized businesses — companies running on multiple SaaS systems with internal reporting complexity and AI ambitions that haven't delivered.
You're not enterprise. But you operate like one. Your data should reflect that.
Your infrastructure grew organically. We make it grow intentionally.
Deep data profiling and integrity scoring across all connected systems.
Deduplication, normalization, and field-level standardization.
Schema redesign and relational correction for operational clarity.
Consolidation into a master verified dataset — your SSoT.
AI-readiness preparation and ongoing governance protocols.
A 5-minute executive diagnostic that reveals your Data Integrity Score (0–100).
Quantify operational waste, reporting inefficiency, and AI underperformance in minutes.
A 14-page executive report explaining why most AI initiatives fail before they start.
Fixed-scope diagnostic engagement. Full profiling, integrity scoring, and remediation roadmap.
Structural correction and rebuild. Schema redesign, deduplication, and SSoT consolidation.
Optional quarterly integrity oversight. Monitoring, maintenance, and decay prevention.
No hourly billing. No vague consulting retainers. Every engagement has a defined scope and a defined outcome. You know what you're getting before we start.
We operate with the same structural rigor we apply to your data. Clear inputs, verified outputs, no ambiguity.
AI will not save bad data.
Dashboards cannot fix duplication.
Hiring analysts won't restore integrity.
If your foundation is compromised, growth multiplies the damage.