NORTHEAST FLORIDA · AI OPPORTUNITY ASSESSMENT
Find the AI automation your business can actually use — before you spend a dollar building it.
One structured interview. A prioritized report on the repetitive, expensive workflows in your business worth automating first — with the ROI math shown and a practical implementation sequence. Delivered personally by David Daniel.
WHY AI PROJECTS STALL
Most AI advice is generic.
Your business's expensive workflow is not.
Research on AI pilots keeps finding the same root cause: teams pick the wrong problem before they ever touch a model. The fix isn't a strategy deck — it's picking one real workflow and running the numbers.
You don't need an "AI strategy." You need one workflow scoped honestly.
The Assessment starts with a structured interview about how your business actually runs — not a generic capabilities workshop.
Every recommendation ships with the math, not a vendor's promise.
We quantify expected time or financial value where the evidence supports it — and say so plainly where it doesn't.
HOW WE WORK TOGETHER
Start with one assessment.
Go further only if it's worth it.
No transformation decks. A fixed-scope report first, then an optional, capped-capacity implementation engagement if it makes sense for both of us.
AI Opportunity Assessment
A structured interview to find your expensive, repetitive workflows, research into the AI tools and automations that fit them, and a prioritized report — with a practical implementation sequence.
AI Concierge
For qualified assessment clients only. We install or guide selected automations, train your team, and provide limited optimization through scheduled sessions — capacity is deliberately capped.
Run an agency, MSP, or GovCon subcontracting practice instead? See partner-led AI delivery. Federal buyer or prime contractor? See our capability statement.
LOCAL AI WORKSHOPS
Learn where AI actually pays off —
in person, in Northeast Florida.
Before we scale up paid advertising, we're building trust the direct way: small-group sessions with local business owners and operators on real automation opportunities, not vendor hype.
Small-group, working sessions — not a webinar.
We work through real workflow examples and the same ranked, evidence-based approach used in the Assessment.
Owners and operators of Northeast Florida small & midsized businesses.
We're scheduling founding sessions now. Tell us your industry and workflow, and we'll reach out as soon as one is set.
FOUNDER DELIVERY
Senior engineering judgment,
not a generic AI consultant.
This is work the founders shipped in prior roles — not Aeroxis client logos. The point isn't "we have experience." It's that the same judgment now scopes your workflow, not a sales deck.
NOAA satellite anomaly detection
A ResNet-18 model that flags scene-level anomalies in NOAA GOES & JPSS satellite imagery — 99.2% accurate on GOES ABI, running in production on GOES-16.
Satellite Data Science ETL Quality with CI/CD pipelines
Manual, fragile deploys to one-click production on AWS EKS — a GitLab CI/CD pipeline that let STC's satellite scientists ship their own software.
Cybersecurity judgment, built into every recommendation
Every ranked opportunity notes where a human must stay in the loop and what data-boundary risks would make an automation unsafe to ship.
ROI math shown, assumptions included
Where we quantify time or financial value, you see the inputs behind the number — not a vendor's round figure.
FIT FILTER
Who should book —
and who should not.
Good fit
- › You own or operate a small or midsized business in Northeast Florida
- › You can name a workflow that's expensive, repetitive, or bottlenecked
- › You can sit for a structured interview about how it actually runs
- › You want a ranked, evidence-backed report — not a strategy deck
Bad fit
- › "Give us an AI strategy" with no specific workflow in mind
- › You need a formal RFP / procurement process (see our Government & Prime Contractors page)
- › You run an agency or MSP reselling to clients (see partner-led delivery instead)
- › You want production automation built with no assessment first
BOOK THE ASSESSMENT
Find your
highest-value
AI opportunity.
Tell us about your business and the workflow that's costing you the most time or money. Within one business day we'll confirm the next step and schedule the structured interview.