CPA · ANALYTICS ARCHITECT · SYSTEMS BUILDER

I build systems that make messy operations explain themselves.

I turn manual, ambiguous work into governed analytical systems—structured, reconciled, automated, and designed to hold up under scrutiny.

10owned products across the studio
5product families, one architecture
44+governed systems built
CHAOS
STRUCTURE
EVIDENCE
David Kitchens

The domain changes.
The method doesn’t.

Most analysts deliver answers. I build the operating system that keeps producing defensible answers after the meeting ends.

THE METHOD

One architecture. Every domain.

The visible dashboard is the last step. The real work is defining grain, preserving provenance, reconciling the source, and making failure observable.

  1. 01Observe

    Find the real workflow, including the exceptions people stopped mentioning.

  2. 02Structure

    Give the work a durable grain, dimensions, relationships, and ownership.

  3. 03Reconcile

    Build controls that expose missing, conflicting, or drifting evidence.

  4. 04Automate

    Remove repetition without removing judgment or the audit trail.

  5. 05Govern

    Make the system resumable, explainable, and safe for the next operator.

SELECTED SYSTEMS

Built, governed, and ours.

These are Dropdown Logistics systems: different domains, one insistence on durable identity, honest state, explicit uncertainty, and recoverable evidence.

01

Professional systems · governance

AuditForge

A governed operating system for audit work—from controls and findings through document generation, team capacity, and billing.

106 controls47-auditor roster4 governed document types
The auditor issues the opinion. The system produces the evidence package that supports it.
02

Knowledge craft · education

Excelligence

A governed, traversable graph of Excel concepts, patterns, anti-patterns, learning paths, and institutional standards.

65 entries156 typed edges9/9 council LOCK
Excel knowledge stopped living only in people's heads and became an inspectable system.
03

Behavioral analytics · personal evidence

BlindSpot · PositionBook · SlopeStat · AdmitOne

Four products that turn betting, trading, riding, and attendance into durable records that reveal behavior over time.

4 live productsReal operator dataPortable evidence cards
Memory became measurable behavior without pretending that a dashboard is the underlying record.
04

Institutional memory · local intelligence

Knowledge Vault + Dex Jr.

A public architecture ledger paired with private local retrieval across the full governed archive.

566K+ corpus chunks4 live collectionsLocal-first retrieval
Institutional memory stopped depending on whichever session happened to remember it.

DROPDOWN LOGISTICS

The laboratory is also a product.

Dropdown Logistics is the independent studio where I test the method against real domains: audit, finance, healthcare, trading, knowledge systems, operations, and AI-assisted governance.

Visit Dropdown Logistics Browse the studio catalog
10owned products
5connected families
9independent review seats
1operator accountable for the call
GOVERNANCE IN PRACTICE

Major designs are challenged through an independent multi-model review council. Models advise. Evidence remains recoverable. The operator decides.

CAREER ARC

Accounting discipline. Audit skepticism. Builder’s instinct.

The through-line is not a job title. It is the habit of walking into a process, finding where truth becomes fragile, and leaving behind a stronger system.

CPA · ActiveM.S. Accounting · University of KansasB.S. Accounting · University of Kansas

Commission Analyst II

UMB Bank · Corporate Commissions

Incentive compensation analytics, plan validation, automation, implementation support, and process redesign across a complex operating portfolio.

Senior Auditor / Compliance Contractor

UMB Bank · Internal Audit

Governance-grade analytics, SOX testing, coverage systems, and repeatable workpapers built for reviewer reliance.

Controller & Risk Advisory

Noble Health · CBIZ Stinnett · BOK Financial

Financial infrastructure, risk assessment, audit methodology, control documentation, and analytics across healthcare and banking.

Accounting foundation → independent practice

ONEOK · DAK Consulting · Dropdown Logistics

A career-long progression from reconciliations and controls to reusable analytical architecture and governed automation.

THE NEXT HARD PROBLEM

If the operation matters, its system should be able to explain itself.

Let’s talk Read the full résumé →