AI-First Web & Mobile App Development
AI That Does Something. Not Just Something That Says It Uses AI.
Every software vendor will tell you their product uses AI. Most of them are describing a chatbot bolted onto a spreadsheet.
I build applications where AI is the engine — not the afterthought. Systems that automate decisions, match the right things to the right people, and process requests end to end. I have been building AI in production since 2019.
What this covers
What's Included
Automate Repetitive Decisions
If your team makes the same judgment call dozens of times a day — routing requests, categorizing tickets, matching orders — AI can handle it consistently and at scale.
Match the Right Things
Candidates to jobs. Products to customers. Requests to staff. AI-powered matching eliminates manual search work. We built exactly this for CivicTalent — matching 200,000 government candidates to open city roles.
Process Requests End to End
A customer submits a request. AI handles it — verifies information, connects to your systems, processes the transaction, sends the confirmation. No one needs to touch it.
Surface Intelligence From Your Data
Your business generates data every day. Most of it sits unused. AI can turn it into dashboards, alerts, predictions, and recommendations.
Natural Language Interfaces
Let your customers or staff interact with your systems in plain language — no forms, no menus, no training required.
Image Recognition & Classification
Automatically categorize, tag, or route content based on what is in an image. Used in production in the first mobile 311 app with built-in AI.
The process
How It Works
Understand Before I Build
Before any code gets written, I learn your business deeply. What decisions are being made? Where do things break down? What does the ideal version look like for your team and customers?
Right-Size the Solution
Not every problem needs a custom AI build. If an existing tool works better, I will tell you. If a custom AI application is the right call, I build it to your exact requirements.
Build, Test, Iterate
I work in iterations. You see progress early, give feedback, and the product gets sharper with every cycle. No six-month blackout. Steady, visible progress toward something that works.
Investment
What This Costs
AI application projects typically range from ,000 to ,000+ depending on complexity and integrations required. Every engagement starts with a free conversation and a clear written proposal before anything starts.
Book a Free Conversation with SteveQuestions
Frequently Asked Questions
Do I need to understand AI to work with you?
No. You need to understand your business — I will handle the technology. My job is to translate your problems into solutions.
How do I know if AI is right for my problem?
That is exactly what the free conversation is for. I will give you an honest answer about whether AI is the right tool — sometimes it is, sometimes something simpler works better.
Who owns the AI application?
You do. Everything — the application, the code, the configuration, the data — belongs to you from day one.
What if the AI makes mistakes?
Every AI system I build has guardrails — it answers from your data only, escalates to humans when confidence is low, and logs everything for review.
AI for the Rest of Us
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Start With a Free Conversation.
No commitment. No pressure. Just an honest discussion about your business and what is possible.
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