Dave Kitchens

Senior Staff Auditor. CPA. 10+ years in internal audit. Builder of governed systems, dimensional architectures, and automation frameworks. Operator of Dropdown Logistics.

DDL is a one-person operations studio that builds systems to institutional standards. It started as a personal need — structure where chaos lived — and matured into a methodology that applies audit-grade governance to creative and technical work.

Everything here was built during evening hours, on a phone, in collaboration with AI models. The council reviews, the dimensional architectures, the memoir — all of it came from treating complex problems with the same rigor as an audit engagement. Document first. Govern at creation. Automate what compounds.

The 8 Tenets

01
Governance at Creation
Every system is governed from the moment it's built, not retrofitted later.
02
Artifact-First Documentation
The artifact is the documentation. Build it right and it explains itself.
03
Mechanical Over Magical
Prefer transparent, repeatable processes over black-box solutions.
04
Dimensional Architecture
Structure everything into star schemas, fact tables, and dimensional models.
05
Adaptive Precision
Match the precision of the solution to the precision required by the problem.
06
Convergent Analysis
Use multiple independent perspectives to find signal in the overlap.
07
Portability Over Lock-in
Build on open standards. Own your data. Avoid vendor dependency.
08
Compound Decisions
Optimize for decisions that create value over time, not one-shot wins.

Timeline

Early 2024
First AI collaboration threads
Basic ChatGPT interactions evolve into structured methodology
Mid 2024
DDL methodology formalized
8 tenets codified. Chaos → Structured → Automated becomes the operating model
Late 2024
Council established
Nine-model convergent analysis methodology. First council reviews run.
Early 2025
Systems & Standards registries
44 systems and 65 standards documented, governed, and cross-referenced
Mid 2025
Memoir written
52,595 words. Little to Know Experience. Weekly Substack publication begins.
Late 2025
200+ council reviews
4.57 million words of AI collaboration. Excelligence, IntegrityOS, ACE Protocol built.
2026
dropdownlogistics.com
The artifact registry becomes navigable. The site is the system made visible.
DexInsight

Medicated, calibrated, and defrictionated. The systems aren't abstractions — they're the architecture of a life rebuilt. Every tenet came from a lesson learned the hard way. Every standard exists because the unstructured version failed first.