Custom AI Development · Fairfax, VA
For government-adjacent firms and other professional services in Fairfax, off-the-shelf ai tools that almost solve the problem but never actually do.
Fairfax commercial context
Fairfax is the operational heart of Fairfax County, the country's largest local-government economy, and home to a tight network of engineering and consulting firms serving enterprise and public-sector customers from a single footprint. Commercial AI buyers here are technically rigorous; expect deep architectural questions in the first meeting.
What this looks like in practice
A management consultancy built a custom analyzer that ingests client data in their standard formats and produces the firm-style insight summary the partners need for the next meeting. New consultants ramp faster because the analytical pattern is encoded in software.
A specialty group built a private RAG over their own clinical guidelines, treatment protocols, and prior case notes. Physicians query inside the EHR without data leaving their environment. Reduced lookup time during patient visits; consistency across providers improved.
A custom application that reads your specific document types (contracts, invoices, reports, applications) and extracts the structured fields your business actually uses. Built once, runs on every new document forever.
How we work
We start with a 30-minute call to define the gap between what off-the-shelf gets you and what your business actually needs. We design the system: which model, which data, which integrations, which guardrails. We build in two-week iterations with a working demo at the end of each. We deploy into your environment, integrate with your auth and data systems, and monitor production for the first month. You own the code. We document everything so your team can maintain it.
Why working with a local team matters
BaileyFinch's office is in Ashburn, VA, 15 miles from Fairfax. On-site discovery sessions and quarterly business reviews happen in person at no travel surcharge. Same time zone, same business calendar, same regional context.
Founded by Mario Bailey, a USAF veteran and prior delivery lead on federal and defense programs at Dark Wolf Solutions. The team has shipped production AI for federal customers and now applies that engineering discipline to commercial work across the mid-Atlantic.
Common questions
Off-the-shelf models work for one-off questions. Production AI in your business needs to run reliably, respect your private data, integrate with your systems, and produce the specific output shape your downstream process needs. Building that production layer is where custom development pays off.
Discovery and design starts at $5K. A production-grade application typically runs $25K to $150K depending on integration count, data complexity, and compliance requirements. Pricing scoped after a 30-minute call.
For Fairfax, VA customers in government-adjacent firms, professional services, technology, we deploy in environments that meet the compliance posture your government-adjacent commercial work requires, including FedRAMP-aligned setups when needed.
Discovery and design takes 1 to 2 weeks. A production-grade build takes 6 to 14 weeks depending on integration scope and data complexity. We work in two-week iterations with a working demo at the end of each, so you see progress every two weeks instead of waiting three months for a reveal.
You do. Every line of code, every model artifact, every config sits in your repository. We document the architecture so your engineering or IT team can maintain and extend it. We are not building a black box you have to keep paying us to operate.
Other AI services in Fairfax
A 30-minute call. We will ask what your team spends time on that an AI system should be handling, and tell you whether we can help.
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