AI-Native Development · Atlanta

AI-Native Development
in Atlanta

Agentic tooling as the primary build method. Architecture and review stay human.

We build for founders in Atlanta using agentic tools — Claude Code as the primary driver — as the actual engineering method, not a demo trick. The difference from vibe coding: architecture, data model, and security boundaries are decided by a senior engineer, evals run as a CI gate instead of a vibe check, and every commit gets reviewed for the failure modes AI-generated code tends to ship. We're also the team founders call to fix the codebases that skipped this discipline — see Vibe Code Rescue.

Get a flat-price quote for AI-Native Development in Atlanta

Quote back in 24 hours. No call required first.

Engagement shape

From

$3,000

Flat price, quoted after 30-min call

Timeline

5–10 days

First production deploy

1

Senior engineer, named

Day 1

Code in your GitHub

$0

Retainer, equity, lock-in

How this works

One AI-native engineer.
The output of a team.

One senior engineer plus AI agents now ships ai-native development that used to need a four-person team. Same code quality, half the cost, three-week timelines instead of three months. Built for pre-seed to Series A founders in Atlanta who need to ship before the next round closes.

The local read

Why ai-native development is hard in Atlanta

Atlanta's fintech and B2B SaaS hiring market is tighter than the headlines suggest. 60+ days average to fill a senior role. $250K all-in for the kind of engineer who can wire Plaid, Stripe, and ACH rails without breaking compliance.

We do that work weekly. One named senior engineer, Eastern Time, overlap with your Atlanta team and your East Coast investors. Java + Spring for fintech. Next.js + Postgres for SaaS. EDI integrations for supply-chain. Flat-price quote in 24 hours. Code in your GitHub from commit one.

Atlanta's startup pipeline runs through Georgia Tech more than any single accelerator brand: ATDC has run since 1980, backing 150+ companies at a time with alumni that have raised $3B+ combined, and VentureLab's portfolio has raised $1.5B+ and was ranked the #2 university startup program worldwide. Early checks come from Tech Square Ventures, Panoramic Ventures (named Georgia's most active VC by CB Insights) and Valor Ventures, the South's first woman-led institutional VC fund. What's distinctive here is how corporate Atlanta plugs directly into the startup layer: the Engage program, backed by 14 local corporations including Home Depot and Coca-Cola, has run 50 startups through its accelerator and watched them raise $835M+ in follow-on funding. That's real signal for a fintech or supply-chain founder — but it also means the same corporations are hiring the same senior engineers you need, often at a premium you can't match at seed stage.

Atlanta Tech Village in Buckhead is the connective tissue behind a lot of this — founded by David Cummings, home to 300+ companies, and credited with generating 15,000+ jobs since it opened in 2013. Fintech capital runs deep and specific: TTV Capital, investing exclusively in early-stage fintech since 2000, closed a $250M Fund VI in 2023 and has backed seven companies to unicorn status or IPO, including Atlanta's own Greenlight and Cardlytics. Even Techstars Atlanta reinvented itself here — after Cox Enterprises ended its nine-year corporate sponsorship in 2024, the program relaunched in 2025 as a community-funded 'Season Two,' raised from local backers instead of one corporate check-writer. Georgia Tech's College of Computing, ranked #6 nationally for graduate CS, keeps the pipeline full — Google, Microsoft, Amazon and Coca-Cola all recruit here directly.

Atlanta's sector mix leans Supply chain — the kind of ground where ai-native development work shows up on our desk most often here.

Hiring one senior engineer here is a ~$250K year-one outlay and a 60–90 day search. Our ai-native development engagement starts at $3,000 with a first deploy in 5–10 days.

Did you know · Atlanta

Roughly 70% of all US credit card transactions process through metro Atlanta. It's the quiet fintech capital.

Time zone

--:--:--

ET

Eastern Time. We overlap fully with you and your investors at TTV, BIP, and Mosley.

Sectors in Atlanta

FintechConstruction techHealthtechB2B SaaSSupply chain

Stack we use

Claude CodeCursorTypeScriptNext.jsCI-gated evals

What you actually get

Concrete deliverables.
Live in 5–10 days.

No discovery phase that bills for itself. No Figma-only delivery. Every item below is something you can open, click, and ship to a user.

01

Scoped build (feature, internal tool, or MVP slice) shipped via agentic-driven implementation, human-reviewed every commit

02

Architecture, data model, and auth boundaries decided by the engineer — never delegated to the agent

03

Evals and automated checks as a CI gate, so AI-authored code can't regress silently

04

Full commit history — you see what was agent-drafted versus hand-written, not one opaque squash commit

05

Code review pass specifically hunting the failure modes AI-generated code tends to ship

Why us

Why founders in Atlanta pick us for this

01

We're the team founders call when AI-native went wrong (see Vibe Code Rescue) — we know exactly which shortcuts not to take

02

Agentic tooling used transparently, with a senior engineer as the architecture and security backstop, not a rubber stamp

03

Evals and CI gates from day one, not bolted on after the first production incident

04

Same flat-price, your-code-from-commit-one terms as every other engagement — no markup for the tooling

AI-Native Development we've shipped

Founders we shipped ai-native development with

Real founders, real product, real testimonials. The kind of ai-native development work we'd do for you in Atlanta.

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FAQ

Common questions about ai-native development in Atlanta

How fast can you start?

+
Most builds begin within seven days of the first call. We don't sell discovery — we go from problem statement to first deploy on the same day-one timeline.

Is the price really flat?

+
Yes. After a 30-minute call we send a single number and a scope you can accept or reject. No hourly billing, no change-order games. If we underestimate, we eat it.

Isn't this just vibe coding with extra steps?

+
No — the difference is who owns architecture and review. Vibe coding means accepting whatever the agent outputs. AI-native means the agent drafts, a senior engineer decides the data model, auth boundaries, and what actually ships, with evals as a CI gate instead of a vibe check.

Which tools do you use?

+
Claude Code as the primary driver for most of the codebase, with Cursor for targeted work when it fits better. Tool choice adapts to the codebase — what doesn't change is that architecture and code review stay human.

Who owns the code?

+
You do, from commit one. The repository is created in your GitHub org. Infrastructure is provisioned in your cloud account. We don't host your stack on ours and we don't lock you in.
More questions → /faq/ai · /faq/tech-stack · /faq/team

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Valery Satsura

Valery Satsura

CEO · Start Matter · usually replies in minutes

Hey, I'm Valery. Ask me anything about working with us from Atlanta.

Ready when you are

Ship ai-native development in Atlanta
in 5–10 days.

30-minute call → flat-price quote in 24 hours → first deploy inside two weeks.

Get a flat-price quote for AI-Native Development in Atlanta

Quote back in 24 hours. No call required first.