AI & AGENT DEVELOPMENT
AI consulting from someone who has actually shipped it.
Most AI consulting is a slide deck. This is engineering: production agent systems, LLM features, retrieval, and evaluation, built by a senior engineer who designed shared agent-orchestration infrastructure and shipped AI capabilities at one of the world's largest enterprise software companies.
BRADENTON · SARASOTA · TAMPA BAY · REMOTE ACROSS THE U.S.
What we build
AGENTS & TOOL USE
Production AI agents
Agent systems that call tools, take actions, and recover from failure, engineered with the orchestration, guardrails, and telemetry that separate a demo from something you can put in front of customers.
LLM FEATURES
AI features in your product
Summarization, search, drafting, explanation: LLM-powered capabilities designed and shipped end to end inside your existing software, on your choice of model provider.
RETRIEVAL & RAG
Retrieval that actually works
Grounding AI in your business data is where most projects quietly fail. We design retrieval selectively (the right context, not the most context) so answers stay accurate and costs stay sane.
EVALUATION & QUALITY
Knowing whether your AI is good
Offline evals, production quality metrics, and precision analysis for features where trust matters. If you can't measure it, you're tuning prompts on anecdotes.
STRATEGY
AI roadmaps for real businesses
A build-vs-buy assessment grounded in engineering reality: where AI genuinely helps your operation, what it costs to run, and what to skip. No slideware, no hype.
ACCESSIBILITY
AI interfaces, accessible by default
AI features built against WCAG 2.1 AA from the start, including the hard parts like streaming output and live regions, so adoption never creates a compliance problem.
Why this is different here
The AI consulting market is full of prompt-engineering agencies discovering the field in real time. The engineering behind Kee Engineering's AI practice was built the hard way: shared agent infrastructure serving many product teams, retrieval systems where selectivity beat volume, evaluation pipelines that replaced guesswork with measurement, and security reviews where "the model said so" was never an acceptable answer.
That experience sits on an unusual foundation: defense-grade correctness from Raytheon and Northrop Grumman programs, and distributed-systems scale from AWS. AI that touches your customers deserves all three. Our delivery record is on thework page.
Local, and deliberately so
Kee Engineering is based in Bradenton and serves the Sarasota and Tampa Bay area in person. A working session at your office beats a discovery call from a vendor three time zones away, and remote engagements run statewide and nationally.
For government buyers: AI capabilities are delivered with the same Section 508 discipline and audit-ready foundations described on the government page.