Custom Solutions
Technology built for the
way you actually work.
I build custom AI-powered tools and automation. Not off-the-shelf software that almost fits. Purpose-built solutions designed around how your team actually operates, in the language your industry actually speaks. I've worked across enough domains to understand yours.
The Reality
Every industry has the same problem in different clothes. Your team runs on institutional knowledge, manual processes, and tools that were built for someone else's workflow. The reports take too long. The data lives in too many places. The systems don't talk to each other.
Meanwhile, every vendor is selling the same platform that takes six months to implement, requires a dedicated admin, and still doesn't fit. The tools that would actually move the needle for a lean team don't exist yet. Because the people building software haven't worked in your world.
That's the gap I fill.
What I Build
Every engagement is different. These are the categories of problems I solve. The specific solution is built around your team.
Intelligent Document Generation
Compliance reports, operational documents, assessments, deliverables. After-action reports and incident action plans for EM teams. Service records and build documentation for automotive. Status reports and procedures for any operation. Feed in your data, get formatted output in minutes instead of weeks.
Operational Dashboards
Real-time awareness for your operation. EOC common operating pictures and resource tracking with NIMS typing. Fleet management and vehicle health views. Facility status boards. Whatever your team needs to see at a glance, built around how you actually run things.
AI Assistants
Purpose-built agents trained on your domain. Your SOPs, your specs, your procedures, your plans. An assistant that knows your EOP annexes, your vehicle catalog, your compliance requirements. Not a general chatbot. An agent that speaks your language.
Data Products & Pipelines
Structured data, clean APIs, and automated reporting. Vehicle specifications across 100K+ records. Grant deliverables and compliance metrics. Operational analytics. Turn messy inputs into structured, queryable data your team can actually use.
Process Automation
Turn manual workflows into automated pipelines. Email processing into structured service records. Document parsing into actionable data. Notification routing, record keeping, compliance tracking. The repetitive work that eats your team's time.
Custom Integrations
Connect the systems you already use into unified workflows. Mass notification and IPAWS, GIS platforms, fleet management, CAD systems, credentialing, volunteer management. Automated handoffs instead of manual re-entry.
Where I've Built
Deep experience across multiple industries. If you know these terms, you know I've been in the room.
Emergency Management
ICS, NIMS, HSEEP, CPG 101/201, ESF structures, THIRA/SPR, EMPG/HSGP/BRIC, MSELs, EEGs, C/E training, COOP/COG, EOC operations, resource typing, whole community planning, damage assessment, mass care, mutual aid coordination, improvement plan tracking
Automotive & Vehicle Technology
VIN decoding, EPA vehicle specifications, fuel economy analytics, OBD-II diagnostics, service record pipelines, parts cataloging, build documentation, shop network integration, vehicle history verification, fleet maintenance intelligence
Healthcare Operations
Emergency preparedness programs, exercise planning and evaluation, training program management, compliance documentation, incident reporting, facility readiness assessments, hazard vulnerability analysis, continuity of operations
AI & Software Engineering
Persistent agent memory, behavioral self-correction, knowledge graphs, multi-agent coordination, retrieval-augmented generation, autonomous scheduled operations, full-stack product development, real-time data pipelines, vector search, edge functions
How It Works
Discovery
We talk about your actual operational gaps. What eats your team's time. What breaks under pressure. What your stakeholders keep asking for. Not what a vendor thinks you need. What you actually need.
Build
I build a working solution and put it in your hands. You test it against real workflows. We iterate until it fits the way your team operates, not the other way around.
Deploy
Your tool, running and ready. Training for your team included. Ongoing support as your needs evolve. No annual license negotiations.
Why This Works
Cross-Domain Experience
Navy submarine operations, prehospital emergency medicine, wildland fire, all-hazards emergency management, automotive technology, full-stack software. I don't just build tools. I understand how operational teams actually work, across industries.
Production AI Systems
I build and operate AI agents in production. Systems with persistent memory, self-correcting behavior, and autonomous operations. Not proofs of concept. Working systems that run every day.
Builder, Not a Vendor
No sales team. No enterprise licensing. No six-month implementations. Direct relationship with the person who actually builds the thing. If something breaks, you call the person who wrote it.
Built for Your Reality
I build for the operating environment you actually have. Not the one a vendor wishes you had. Limited IT resources, tight budgets, teams that need tools to work on day one.
Every team has different problems.
Let's talk about yours.