4-Week Engagement · Fixed Scope · Clear Deliverables

    Data Readiness Assessment

    A 4-week executive assessment to identify governance, quality, lineage, and AI-readiness gaps — delivered as a written, defensible determination in language your leadership, contracting officers, and auditors will each understand.

    The Problem Most Agencies Discover Too Late

    Federal AI initiatives fail not because the technology is flawed, but because the data that feeds it was never validated, governed, or documented before implementation began. By the time deficiencies surface — through IG findings, cost overruns, or failed deliverables — the contract is signed and hundreds of millions are already obligated.

    Sound familiar?

    • AI vendor proposals that assume clean, structured data — an assumption that has never been verified
    • Legacy systems with no metadata, no lineage documentation, and no formal governance policies on record
    • Prior audit findings tied to data quality deficiencies that have never been formally remediated
    • Organizational pressure to implement AI on an accelerated timeline that bypasses the data readiness phase
    • No authoritative inventory of what data exists, where it resides, who owns it, or who has accessed it

    These are precisely the conditions our Data Readiness Assessment surfaces, documents, and prioritizes for remediation — before a single implementation dollar is obligated.

    Target Audiences

    Who This Is For

    Federal Agencies

    DoD components, civilian agencies, and intelligence community organizations navigating AI adoption mandates or preparing for program office oversight reviews.

    Government Contractors

    Prime and sub-contractors requiring formal data governance documentation to support proposal submissions, PWS compliance, or contract deliverable verification.

    Regulated Enterprises

    Healthcare, financial services, and critical infrastructure organizations facing audit requirements or regulatory examination tied to data management practices.

    What You Get

    Five Written Deliverables. Four Weeks. No Open-Ended Scope.

    Every assessment produces the same five documented outputs — all written, all defensible, all within the fixed 4-week window.

    Data Inventory & Classification Report

    Authoritative catalogue of your data assets, sources, formats, ownership, and custodianship across all systems in scope.

    Data Quality Scorecard

    Quantified scoring of accuracy, completeness, consistency, and timeliness across your priority data domains — with findings at the field level.

    Governance Gap Analysis

    Point-by-point comparison of your current governance posture against DAMA DMBOK standards, with each gap explicitly documented and risk-rated.

    AI Readiness Rating

    A formal readiness determination (Low / Moderate / High) with the specific data conditions that must be resolved before any AI system can be responsibly deployed.

    Prioritized Remediation Roadmap

    A sequenced 90-day action plan with effort estimates, ownership assignments, and vendor accountability checkpoints — ready for executive approval.

    Everything in writing. Nothing verbal-only.

    Every finding is documented and defensible — suitable for executive review, contracting officers, or IG response.

    Process

    4-Week Timeline

    Fixed scope. Fixed timeline. Predictable cost. No open-ended engagements.

    Week 1

    Discovery & Scoping

    Structured stakeholder interviews, system inventory review, and secure access setup. We identify the data domains most consequential to your AI initiative.

    Week 2

    Data Profiling & Quality Assessment

    Systematic profiling of priority datasets. Each domain scored against defined thresholds for completeness, accuracy, consistency, and timeliness.

    Week 3

    Governance & Lineage Review

    End-to-end data flow mapping, lineage gap documentation, and policy comparison against DAMA DMBOK standards. Security alignment reviewed against FISMA and NIST 800-53.

    Week 4

    Findings, Determination & Roadmap Delivery

    Written AI Readiness Rating delivered with full documentation. Executive briefing conducted. Remediation roadmap handed off and approved by authorized agency representative.

    Investment

    Scoped to Your Mission

    Engagements are scoped based on mission needs and environment complexity. Contact us to discuss your specific situation — we will provide a clear, fixed-scope proposal before any engagement is formalized.

    Get Started

    Know Your Risk Before You Commit the Budget

    Start with a no-cost 30-minute consultation. We will discuss your AI initiative, your current data environment, and give you an honest initial assessment of where your greatest risk exposure lies — before any engagement is scoped.

    No cost, no obligation initial consultation
    30-minute call with a senior advisor
    TS/SCI cleared advisory team
    Response within 24–48 hours
    Fixed-scope engagement — no open-ended billing

    Prefer to reach out directly?

    info@treestechnologies.com·+1 (240) 381-0055

    Schedule Your Assessment

    We respond within 24 hours.

    No spam. A real person will review your request and follow up directly.

    Ready to Know If Your Data Is AI-Ready?

    Start with a 30-minute executive Data Readiness Review — before a single implementation dollar is obligated.

    TREES Technologies LLC horizontal logo

    AI-Ready, Audit-Ready Data Consulting for federal, state, and enterprise organizations. Minority-Owned Small Business · 30+ years of DoD database experience.

    NAICS Codes

    • 541511Custom Computer Programming
    • 541512Computer Systems Design
    • 541519Other Computer Related Services

    Government Credentials

    UEIZQYMBLHQGKX9
    CAGE Code9WMA4
    EntityMinority Owned LLC
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    Contact

    +1 (240) 381-0055info@treestechnologies.com

    Washington, DC Metro Area

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    AI-Ready, Audit-Ready Data Consulting · Washington, DC Metro Area