AI Harnessing
Implementation
You know what you want to build. I'm the one who builds it and stays accountable for it working.
What this engagement is
This is where strategy becomes working software. I take the priorities identified in an audit, or ones you've identified yourself, and I design, build, deploy, and monitor them. Not everything requires AI. Sometimes the right solution is a well-built script, an internal tool, or an integration that just connects two systems that should have been talking to each other years ago. I build what the situation calls for.
This isn't a handoff. I'm not a project manager who coordinates a team of offshore contractors. I'm the engineer who does the work. If something breaks six weeks after launch, you call me.
Scope and price depend heavily on what we're building. A lightweight integration or automation script runs $5K–$10K. A more complex system with multiple components, data pipelines, and an internal interface runs closer to $30K. I'll be direct with you upfront about which bucket your project falls into and why.
What I can build
The list below covers the most common AI-specific project types. But the actual engagement might also be a utility script, a data pipeline, a simple internal UI, or something else entirely. If the tech solves the problem and the economics make sense, that's what I build.
Document processing automation
Extract data from invoices, contracts, intake forms, and emails. Route it to the right place. Eliminate the human copy-paste step entirely.
Response drafting systems
AI-assisted drafting for customer service emails, proposals, and standard communications. Humans review and send; the grunt work is done for them.
Internal knowledge search
Let your team ask questions of your internal documentation, policy guides, and SOPs, and get specific answers instead of hunting through shared drives.
Customer service triage
First-pass handling of inbound requests: categorizing, routing, and drafting initial responses so your team spends time on issues that actually need a human.
Custom integrations and tooling
If your core business tool (CRM, ERP, practice management software) doesn't do something you need, I build the bridge. Custom APIs, data pipelines, scripts, and internal utilities tailored to your stack. AI or not.
Analytics and reporting
Turn the data you're already collecting into dashboards and reports that tell you something useful. Not just charts. Insights that drive decisions.
Machine vision
Automate visual inspection, quality control, document scanning, or image classification. If a human is currently looking at something to make a yes/no decision, there's a reasonable chance a model can do it faster and at scale.
Similarity search and vector databases
Find the most relevant documents, products, images, or records based on meaning rather than keywords. Powers semantic search, recommendation systems, duplicate detection, and retrieval for AI-generated responses.
Agentic workflows
Multi-step AI systems that plan, take actions, and loop until a task is complete, with a human in the loop at the right moments. Useful when the work requires judgment across multiple steps, not just a single prompt and response.
Predictive modeling and forecasting
What will demand look like next quarter? Which customers are likely to churn? When will inventory run low? Models trained on your historical data to produce forward-looking answers, not just dashboards of what already happened.
What's included
Scoped proposal with fixed deliverables
Before we start, you know exactly what you're getting and what it costs. No vague "time and materials" billing.
Design, build, and deployment
I architect the solution, write the code, wire up the integrations, and deploy it to production. If it needs infrastructure, I set that up too.
Testing and monitoring
Real-world testing before launch. Post-launch monitoring to catch issues before they become your problem. I stay close through the go-live period.
Handoff documentation
Clear documentation so your team knows how things work, what to do when something needs attention, and who to call if it needs to change.
30 days post-launch support
Thirty days of support after launch. I'm available for questions, bug fixes, and adjustments while the system settles into your workflow.
Know what you want to build?
Let's scope it together.
Start with a free 30-minute call. I'll tell you whether it's a fit, what it would take, and roughly what it would cost.
Book a free consultation