The portfolio
Each entry shows what exists today, what situation it addresses, and which claims can be inspected. Availability and maturity have separate labels, so what actually exists is clear at a glance.
How to read the proof
Public products form one layer. SDA's proof also includes its governed method, consulting and delivery practice, working systems, research instruments, and the source-linked formation record tracing how project work contributed to reusable methods, software, and operating controls.
Method and operating controls
Behind every engagement is a written way of working: how decisions get framed, how evidence gets checked, how the person who builds stays separate from the person who reviews, and how the record is kept so the work can continue.
Methodology · controls · verification · continuitySystems portfolio
The current portfolio spans public products, a production pilot, internal working systems, and research instruments across operations, health, investment, regulatory, media, and evidence work.
Products · pilots · tools · research instrumentsConsulting and delivery
SDA applies the same judgment to advisory, research, workflow redesign, automation, and decision support—choosing the deliverable the situation needs instead of forcing every engagement into one format.
Advisory · research · workflow · decision supportFormation and capability record
We can show where this practice came from: which projects built which methods, software, and habits of work. What is private stays private, what is unproven is labeled unproven, and public statements stop where the evidence stops.
Formation record · reusable patterns · honest limitsHome operations
Appointment truth, access windows, work lanes, live progress, and reverse-traceable tasks turn household coordination into an inspectable operating system.
Cross-contact intelligence
Ingredient records, origin, movement, manufacturing, packaging, and enforcement evidence become one connected exposure trail.
Predictive investment intelligence
Point-in-time evidence, market mechanisms, transparent modeling, economic gates, and reproduction operate as one governed decision system.
Movement intelligence
Sensing, mechanics, cueing, adaptation, review, and learning connect hidden coordination to a trace a person can perceive and own.
Media operations
A streaming portfolio that keeps public showcases separate from access-controlled research. Configured source media and public proof artifacts are pinned by byte count and SHA-256.
Voice intelligence
An AI receptionist backend that normalizes every live call into clean records, writes the CRM, sends tailored follow-up, and alerts the team — engineered like infrastructure, not a demo.
Document intelligence
A pipeline that turns image-only PDFs into searchable, AI-ready documents — high-DPI processing, cleanup, multi-language support, and an automated readability validator on every run.
Media transcription
Caption-first, cost-gated transcription that escalates to frontier speech recognition only when needed — five consistent artifacts per job, every machine transcript flagged for human review.
Regulatory intelligence
An automated monthly pull of FDA medical-device clearances, scored with a transparent multi-factor algorithm every analyst can tune — no code changes required.
Evidence engineering
A ten-tier evidence-classification protocol that coordinates multiple frontier models against one master research specification, freezing each contribution as an auditable source with a tier tag on every claim.
Public-health signal analytics
A governed medallion lakehouse over open drug-checking data — quality gates, adulterant enrichment, and automated surveillance reporting, with a support matrix stating exactly what is and is not supported.
Integrity case · Investment intelligence
A current research-only cycle completed its modeling, optimization, and reproduction path. The candidate did not clear the declared statistical and economic gates, so no actionable recommendation or portfolio was emitted.
Compact case · Applied intelligence consulting
A professional working in youth and fitness programs came in with a question that kept regenerating—every answer surfaced three more. What they needed was not another report; it was a place where the evidence, the decisions, and the next steps could live and keep moving. So that is what SDA built: a persistent project-partner workspace they can open, challenge, and carry forward on their own.
The next world
A new domain changes the evidence, the workflow, and the output. It does not change what the work owes you: honest judgment, claims that stay inside their evidence, review you can see, and a record that lasts.