Data & AI-Readiness Advisory · Truman Enterprises LLC

Every CEO needs someone who sees what the data isn't saying.

We diagnose where your data, reporting, and systems are quietly costing you money — and get what's underneath it AI-ready — so you know exactly what needs fixing, before you decide who fixes it.

SAMPLE DIAGNOSTIC BEFORE → AFTER
Revenue definitions across teams 3 versions1 source of truth
Monthly close reporting time 9 days3 days
Post-acquisition system overlap unresolvedmapped & merged
Data ready for AI tools to use noyes
Illustrative — every engagement starts with a real diagnostic like this one.

One practice, three ways in — all of it stands on governance.

Practical, hands-on advisory — not a slide deck. Wherever the conversation starts, it's the same underlying work: figuring out what's true about your data, and why it currently isn't.

BI & Reporting

Building dashboards and reports that leadership actually trusts and uses — not another tool nobody opens.

AI-Readiness & Semantic Layers

Not selling you AI — making sure the data underneath it is clean, defined, and trustworthy enough for AI tools to use reliably.

Post-Acquisition & System Change Advisory

After an acquisition or an ERP/CRM rollout, we diagnose exactly where reporting and data are broken and map the fix — execution partnered with your team or vendor.

01 — THE FOUNDATION

Data Governance

Standardizing definitions, ownership, and quality standards so every team works from the same numbers. Every engagement — however it starts — ends up rebuilding or reinforcing this.

↻  whatever the entry point, the fix is always governance

Companies with enterprise-sized problems and small-team resources.

An outside set of eyes leadership can trust.

This is the data and AI-readiness advisory practice of Truman Enterprises LLC, a Florida-based firm led directly by the company's founder — background in IT and data: governance, BI, and analytics. The role is advisor to leadership: get brought in, see what's actually happening in the data, and tell you plainly what's broken and how to fix it. Execution can be handled by your own team, a vendor, or us — the diagnosis and the plan are what you're buying.

Tell us what's not adding up.

Reach out directly — every first conversation is with the person doing the work, not a sales team.