AI implementation consulting services
I offer consulting and implementation services across the full AI adoption lifecycle — from identifying what's worth building to deploying production systems your team relies on.
AI Opportunity Audit
What it is
A focused assessment of your business operations to identify where AI creates the most value — and where it doesn't. You get a prioritized list of opportunities, realistic scope estimates, and a clear recommendation on where to start.
Who it's for
Companies exploring AI adoption but unsure which use cases are worth investing in. Especially useful for operators who want to move past demos and into real implementation.
What you get
- •Operational workflow review
- •Prioritized AI opportunity map
- •Build vs. buy vs. skip recommendations
- •Architecture and cost guidance
- •A concrete starting point
Business value
You stop guessing about where AI fits and start building with confidence. Most audits surface 2–4 high-value opportunities and save months of misdirected effort.
Custom AI Workflow Automation
What it is
End-to-end design and implementation of AI-powered workflows that replace manual, repetitive processes in your operations. These are production systems — not proofs of concept.
Who it's for
Teams with document processing bottlenecks, manual data entry, repetitive classification tasks, or any workflow where humans are doing work a well-designed system could handle.
Examples
- •Automated document intake, extraction, and routing
- •AI-assisted email triage and response drafting
- •Contract or invoice processing pipelines
- •Data cleaning and normalization workflows
Business value
You recover dozens (or hundreds) of hours per month. Error rates drop. Throughput increases. Your team focuses on higher-value work.
Internal AI Copilots
What it is
Custom-built AI assistants that work with your internal data — documentation, knowledge bases, project files, policies, procedures. These are secure tools built for your team, not generic chatbots.
Who it's for
Organizations with significant internal knowledge that's hard to search, poorly organized, or trapped in the heads of senior team members. Professional service firms, operations teams, and growing companies benefit most.
Examples
- •Internal Q&A assistant trained on company documentation
- •Policy and procedure lookup tool
- •Client history and project research copilot
- •Onboarding assistant for new employees
Business value
Your team finds answers in seconds instead of minutes or hours. Institutional knowledge becomes accessible. Onboarding accelerates. Fewer interruptions for senior staff.
AI Feature Development
What it is
Design and build AI-powered features for your existing software product or internal tools. This includes model selection, prompt engineering, data pipeline design, and production integration.
Who it's for
Product teams that want to add AI capabilities — summarization, classification, search, generation, extraction — to their existing applications without hiring a full AI team.
Examples
- •Smart search and retrieval features
- •AI-generated summaries and reports
- •Automated classification and tagging
- •Natural language interfaces for internal tools
Business value
You ship AI features faster, with better architecture decisions, and without the overhead of building an AI team from scratch.
AI Architecture & Advisory
What it is
Technical advisory on AI strategy, model selection, deployment architecture, privacy design, and vendor evaluation. I help you make the right technical decisions before you commit budget and engineering time.
Who it's for
CTOs, technical founders, and engineering leaders who need a senior perspective on AI architecture choices — especially when evaluating open-source vs. hosted models, data privacy requirements, or build vs. buy decisions.
Examples
- •Model selection and evaluation (open-source vs. API-based)
- •Data privacy and compliance architecture
- •RAG system design and optimization
- •AI infrastructure cost modeling
- •Vendor and tooling evaluation
Business value
You avoid expensive mistakes. You get architecture that scales. You make decisions grounded in real technical tradeoffs, not vendor marketing.
Training & Adoption
What it is
Hands-on training for teams adopting AI tools and workflows. I help your people understand what AI can do, how to use it effectively, and how to integrate it into their daily work.
Who it's for
Companies deploying AI-powered tools internally who want their teams to actually use them. Also useful for leadership teams who want a grounded understanding of AI capabilities and limitations.
Examples
- •AI tool onboarding and workflow training
- •Prompt engineering workshops for business teams
- •AI literacy sessions for leadership
- •Best practices for AI-assisted work
Business value
Adoption goes up. ROI on your AI investment increases. Your team uses AI tools confidently and correctly, instead of ignoring them or misusing them.
Not sure which service fits?
Start with a strategy call. I'll learn about your business, identify the best opportunities, and recommend the right engagement.