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Specimen No. 01 / Kolvex Labs, AI Engineering Studio

Est. 2026 / Thomasville, GA / Solo Practice

Designed and shipped by the same hand.

A solo practice. I build AI products: LLM apps, agents, model-in-the-loop tools, and the web around them. One person, end to end.

Book a callhello@kolvex.netReplies within 1 business day

Selected Work / 05 Projects

Five projects, shipped from this room.

01DistillAI Engineering / Claude API / Agentskolvex.net/lab/distill
Northwind-MSA-2026.pdfsample
Counterpartyhigh

Northwind Logistics, Inc.

Total contract valuehigh

$144,000

Liability capnot found

Not found in document

Distill

A document-intelligence engine that turns contracts, invoices, and forms into structured data with per-field confidence, answers questions grounded in the source, and lets an agent draft from verified data only. A working demo you can try in seconds.

  • Capabilities

    4in one

    Extraction, confidence scoring, grounded cited Q&A, and a tool-using drafting agent, in a single product.

  • Fabricated values

    0

    Missing fields are reported as not found, never guessed. A wrong number is worse than a blank one.

Try the demoRead the case study
02Maguire Intervention GroupWeb Design / WordPress / SEOmaguireintervention.com
Shipped homepage of Maguire Intervention Group: dense editorial layout, real team photography, and a single decisive Get Help Now action.

Maguire Intervention Group

A credibility-first marketing site for a South Carolina intervention service, built to connect families in crisis with certified specialists at the moment they search.

  • Pages

    7 1

    Seven templated WordPress pages collapsed into a single focused scroll. One narrative, one conversion path.

  • Infrastructure

    $0/month

    Hosting eliminated. Runs free on Cloudflare Pages with automatic HTTPS and global CDN.

Professional, communicative, and clearly knowledgeable. They were receptive to our goals and the result is a polished site that loads fast and works the way it should.

Tim MaguireGoogle review
Read the case study

Also shipped / 03 Projects

Services / 05 Capabilities

The work, plainly.

  • AI engineering

    LLM apps, agents, copilots. Claude and OpenAI APIs wired into real systems with real data. Built to ship, not to demo.

    See it working: Distill

  • AI automation

    Model-in-the-loop tools, AI-augmented workflows, intelligent integrations. The tedious parts of a business, given to a model that does them well.

  • AI strategy

    Roadmapping, model selection, build-vs-buy advisory. Useful when the question is whether to build at all, before any code is written.

  • Web design and development

    Marketing sites, web products, brand systems. Designed and shipped by the same hand.

  • Engagements

    Fixed-scope projects, ongoing retainers, embedded teams. Whichever shape the work actually needs, not whichever shape is easiest to sell.

Process / 04 Phases

How a project moves through the studio.

  1. Discovery

    One working session. I get clear on the work before I propose anything. No discovery calls disguised as sales calls.

  2. Proposal

    A short document for the project at hand. Scope, approach, timeline, and a price set by the work itself. No tiered packages, no rate cards, no good-better-best.

  3. Build

    Weekly working sessions. Real software every week: running code, working prototypes, not slide decks.

  4. Launch

    I ship to production with you. After that, a defined retainer if the relationship continues, a clean handover if it does not.

Reviews / 02 Verified

What clients have said.

5.0Google reviews, verified

  • Responsive from the first email. Mason guided us through visibility and structure, the design refined exactly the way we wanted, and the pricing was fair. Communication was clear throughout.

    Stephen MerrittGoogle review

    Testimonial 1 of 2.

  • Professional, communicative, and clearly knowledgeable. They were receptive to our goals and the result is a polished site that loads fast and works the way it should.

    Tim MaguireGoogle review

About / 01 Practitioner

One practitioner,
on purpose.

Kolvex Labs is a solo AI engineering studio led by Mason, working remotely from Thomasville, Georgia. The studio also does web design and development. It runs at this scale on purpose: the person who writes the proposal is the person who writes the code, and the person on the call is the person who ships the work.

Background spans AI engineering, web development, and business systems integration. The cross-section means model logic, design logic, and engineering logic read as one body of work, not as a handoff between three specialists. Clients across the United States, serviced remotely with regular working video sessions.

The person you call is the person who builds it.

Availability
Engagements starting Q3 2026.
Working region
Remote, United States only.

Technology

  • Claude API
  • OpenAI API
  • Agent orchestration
  • RAG / vector search
  • Python
  • Node.js
  • Next.js
  • React
  • API Design
  • WordPress
  • Zapier
  • Vercel
  • Netlify
  • Cloudflare

FAQ / 07 Questions

Common questions, answered plainly.

  • How is a project priced?

    Pricing is set per project. Every engagement starts with a short proposal: scope, approach, timeline, and a price determined by the work itself. Kolvex Labs does not publish rate cards, tiered packages, or starting-at numbers; the proposal arrives within a few business days of the first call.

  • What does an AI engagement look like?

    It usually starts with a working session to define the actual problem, then a short proposal: scope, approach, model choice, timeline, and price. Most AI engagements ship a working internal tool, agent, or LLM app in 4 to 10 weeks. Strategy-only engagements (model selection, build-vs-buy, roadmap) are scoped separately and run shorter.

  • How long does a typical project take?

    Engagements vary by scope. A focused AI integration or a single-page marketing site can ship in 2 to 3 weeks. A multi-section site or an LLM app with real data plumbed in usually runs 6 to 10 weeks. Larger AI products and ongoing engineering retainers are open-ended by design.

  • Where are you based? Do you work with clients outside the US?

    Based in Thomasville, Georgia, working remotely with clients across the United States. Engagements run on video calls and shared working sessions; geographic location inside the US is not a constraint. Not currently taking clients outside the US.

  • What is the difference between a Kolvex Labs site and a Squarespace or Wix template?

    Templates ship quickly and cheaply, but they cap branding, performance, and what the site can become later. A custom Kolvex Labs build is shaped around the specific goals of the business, loads in under two seconds, and leaves complete control over SEO, performance, and future changes in the hands of the team that owns it.

  • Do you offer SEO and ongoing support after launch?

    Yes. Every site ships SEO-ready: semantic HTML, fast Core Web Vitals, structured data, sitemaps, and meta tags written for real search behavior. Month-to-month retainers cover ongoing support and content updates without a long-term contract; engagements end cleanly when the work is done.

  • Which AI providers do you build on?

    Claude and OpenAI for general-purpose LLM work. Open-source models when latency, cost, or data residency demand it. Model selection is part of the proposal, not assumed up front.

Get in touch / 01 Form

Tell me about the project.

A few lines is enough. Replies arrive within one business day. Mason answers, not a screener.

or write directly to hello@kolvex.net