Three practices, one studio.

Engagements are scoped to outcomes — not deliverables. The three practices below are how we describe what we do, but every project is shaped to the operation it lives inside.

01 — AI Consulting·02 — Agents & Automation·03 — Web Development

Most AI projects fail because the brief is wrong — not the tech.

We start with how your business actually runs. Where the friction lives, what the data looks like, who's already trying to fix it on a spreadsheet. The output is a written diagnosis you can act on with us, with a different vendor, or in-house. We're not selling shovels — we're selling judgement about which mountain to dig.

.01

Operating-model audit

Two weeks of interviews, shadowing, and data review. We map where work actually happens, where it stalls, and where leverage is genuinely possible.

.02

Opportunity scoring

Each candidate workflow scored on impact, feasibility, data readiness, and change-management cost. You get a prioritized list, not a wish list.

.03

Roadmap & build strategy

A phased build plan with cost models and a buy-vs-build framework for each opportunity — so AI lands where it earns its place.

.04

Change management

Most AI rollouts die in adoption. We design the rollout — comms, training, and operating cadence — alongside the system.

We build agents the way other people build infrastructure.

Custom agents, orchestrated workflows, and integrated automations — engineered with the same discipline as production software. That means evals, monitoring, fallbacks, and a paper trail you can audit. The systems we ship are still running months later because we treated them like they would be.

.01

Custom AI agents

Research, drafting, intake, classification, follow-up. Single-purpose agents tuned to one job, deployed where your team already works — Slack, your CRM, your inbox.

.02

RAG & knowledge systems

Retrieval pipelines over your documents, contracts, tickets, code. Answers grounded in your data, with citations and confidence signals.

.03

Workflow automation

Multi-step automations across your tooling — Zapier-grade speed, custom-grade reliability. Built where off-the-shelf can't reach.

.04

Evals & monitoring

Every agent ships with offline evals, online observability, and a regression suite. You'll know when something drifts before your customers do.

Web work, built by people who would have to maintain it.

Marketing sites that move on a phone in two seconds. Internal tools your operators don't have to apologize for. Customer portals you can extend without a rewrite. We work in modern stacks — Next.js, Astro, headless CMS, and the database that fits — and we leave behind code that the next engineer will thank us for.

.01

Marketing sites

Bespoke design, fast frameworks, real CMS. Built to convert visitors and rank — fundamentals baked into the architecture, not bolted on later.

.02

Web applications

Customer portals, dashboards, and internal tools. Auth, billing, and the unglamorous plumbing — done properly.

.03

E-commerce & marketplaces

Shopify, custom headless, or a two-sided marketplace built from scratch. Built for conversion and built for the team that runs it.

.04

Performance & accessibility

Core Web Vitals as a contract, not a hope. WCAG-compliant by default — because the cost of fixing it later is always higher.

Engagements, plainly priced.

Most engagements start with a diagnostic, move into a build, and — if it makes sense — continue on a retainer. Custom scopes are quoted per project.

Diagnostic
90 min + written brief
$2,000fixed
We get on a call, go deep on your operation, and hand you a written brief that tells you exactly what to build first and why.
  • 90-min working session
  • Process & tooling audit
  • Prioritised opportunity list
  • Written brief — yours to keep
Book a diagnostic
Build
4–8 weeks
$5,000–$25,000
We scope it tight, build it clean, and ship it. One system, fully yours.
  • Architecture & system design
  • Agent / app implementation
  • Testing, docs & handoff
  • Live cutover & team training
  • 30-day post-launch support
Scope a build
Retainer
How we keep working together
From $1,500/ month
Not a separate service — it's how clients keep us on after a build. A founder who already knows your stack, on call when things break or new ideas surface.
  • Starter — 8 hrs · $1,500/mo · next-day response
  • Growth — 20 hrs · $3,000/mo · same-day response
  • Scale — 40 hrs · $5,000+/mo · dedicated Slack & monitoring
  • Quarterly roadmap review on all tiers

We maintain a limited number of active retainers to protect delivery quality.

Start a retainer

Frequently asked.

What kind of business do you typically work with?+
Small and mid-sized businesses and established operators — owners and leadership teams who want to run leaner and actually use what gets built. We're Chattanooga-based and work with clients anywhere. The constant isn't a vertical; it's a real problem worth solving.
Do you work with our existing stack, or replace it?+
We work with what you have. Our job isn't to sell you tooling — it's to ship outcomes. We're polyglot across the modern AI stack and most common web frameworks, and we'll integrate where integration is sensible.
How do you handle data privacy and IP?+
Mutual NDAs at first contact. All client work is owned by the client. We default to private-cloud or VPC deployments for sensitive data, and we can sign DPAs for regulated environments.
Can you really ship in six weeks?+
Yes — for one well-scoped system. The trick is the diagnostic up front: we don't start the build clock until the brief is tight. Larger programs are scoped in phases.
What happens after we launch?+
30 days of included support, then either a clean handoff with documentation, or a retainer to keep us close. Many clients keep the retainer because models and integrations don't sit still.

Tell us what you're trying to ship.