From strategy to shipped systems. We help medium-to-large businesses, private equity firms, and enterprises find where AI drives the most value — then build it. Engineers who ship, not consultants who hand you a slide deck.
The Real Problem
Larger organizations don't lack AI ambition — they lack a clear path from boardroom mandate to working systems. Vendors sell tools, not outcomes. Pilots never reach production. Security and compliance questions stall every promising idea.
We bridge that gap: a strategy grounded in your real operations, and an engineering team that actually ships what it recommends — securely, and integrated with the systems you already run.
What We Do
A full AI consulting practice for organizations that need more than an off-the-shelf tool.
Board-ready AI strategy grounded in your actual operations. We model the opportunity, quantify ROI, and hand your leadership a prioritized roadmap, not vague vision-deck slides.
A team-by-team audit of your whole operation. We map every workflow, score each automation opportunity by impact vs. effort, and deliver a report with real numbers. Starts at $5,000.
We build what we recommend. Voice agents, document and data pipelines, private GPTs, and custom platforms — shipped into the tools your teams already use, owned outright by you.
AI trained on your proprietary data that never trains a public model. Designed around your compliance, data-governance, and infrastructure requirements from day one.
Ongoing senior AI guidance without a full-time hire. We help you prioritize, vet vendors, and keep your AI roadmap moving as the technology and your business evolve.
For private equity: a repeatable AI playbook deployed across portfolio companies — standardized assessment, shared infrastructure, and measurable operational lift at each holding.
Why HummingAgent
Our founders worked at Comcast Labs, an innovation team inside a Fortune 50 company, tasked with finding every pain point across 1,600 data centers and 40,000 technicians.
They shipped computer-vision and automation systems still running in production today. That is the difference: we are not consultants who read about AI — we are engineers who built it at enterprise scale, and we bring that to your organization.
See client resultsHow We Work
We learn your business and audit your operations team by team to find where AI creates real, measurable value.
You get a prioritized roadmap ranked by ROI — quick wins first, larger builds sequenced behind them.
Our engineers ship the recommended systems into your stack, integrated and secure, owned by you.
We optimize, expand to the next highest-ROI opportunities, and keep your AI advantage compounding.
Who We Work With
Operations-heavy businesses ready to modernize with AI that fits how you actually work — beyond off-the-shelf tools.
Standardize an AI playbook across your portfolio and drive measurable operational lift at every holding.
Custom, secure AI for complex organizations where compliance, integration, and scale actually matter.
FAQ
Most AI agencies sell you a tool or a single agent. We work the other direction: we start with your business strategy, find where AI creates the most value across every team, and then build and ship the systems that deliver it. You get an advisor that also engineers — strategy plus working software, not a slide deck.
Both. We are engineers, not a slideware consultancy. We deliver the strategy and roadmap, and if you want, our team builds the recommended systems directly — voice agents, classification engines, RAG pipelines, private GPTs, and custom platforms. You already have the roadmap and we already understand your business, so there is no ramp-up time.
Security is built in, not bolted on. Our background is enterprise IT and security, so we design for data privacy, compliance, and your existing infrastructure from day one. Your data stays on your infrastructure and never trains a public model. We build private, secure AI that your legal and security teams can sign off on.
Mid-market and enterprise organizations, private equity firms standardizing AI across their portfolio companies, and operations-heavy businesses ready to move past pilots. We have built AI inside a Fortune 50 company across 1,600 data centers and 40,000 technicians, so enterprise scale and complexity are familiar territory.
Engagements are scoped to your organization. A full AI opportunity audit starts at $5,000 and delivers a team-by-team analysis with ROI projections and a prioritized roadmap. Strategy and implementation engagements are quoted based on scope. Most traditional firms charge $25,000 or more for an audit alone; we deliver the same depth for less because we are engineers, not a big firm carrying overhead.
A full audit takes one to two weeks. Because the roadmap is ranked by ROI, we start with quick wins you can act on immediately, then move into phased implementation. Clients have cut multi-day processes to under four hours and saved $50K or more annually.
One executive conversation. We'll tell you honestly where AI fits your organization and what the fastest path to ROI looks like.
Book an Executive Strategy CallLooking for a fixed-scope starting point? See our AI audit, from $5,000 →