AI Product Development · Atlanta
AI Product Development
in Atlanta
LLM features that actually ship to users.
We ship AI features for founders in Atlanta — chat interfaces, RAG over your data, agents that do work, evaluations that tell you when the model is broken. Production-ready LLM apps, not demos. We use Vercel AI SDK, AI Gateway for model routing, and the eval tools that work in 2026.
What you get
Concretely, by the time we hand over
- Streaming chat or agent UI with proper UX (interrupt, retry, citations)
- RAG pipeline over your data — chunking, embeddings, hybrid search, citations
- Provider routing via Vercel AI Gateway — Anthropic primary, OpenAI/Gemini fallback
- Evals: a real test set, a deterministic CI check that catches model regressions
- Observability: tool-call traces, token spend, latency per provider
Why this works for Atlanta
The local math
Atlanta processes about 70% of all US credit card transactions. The fintech bench is real — Mailchimp diaspora, SalesLoft, Calendly. So is the hiring competition: Coca-Cola's tech arm, NCR, a dozen well-funded fintechs all bidding for the same senior engineers. We don't bid. We ship — flat price, two-week first deploy.
Year-one outlay for a single senior hire in Atlanta: ~$250K. Our ai product development engagement starts at $8,000.
Stack
What we use for ai product development
Why us
Why founders in Atlanta pick us for this
01
We ship LLM features weekly — eval-first workflow, not 'ship and hope'
02
Model-routing day one so you're not locked to one provider's pricing or outages
03
RAG done with hybrid search + reranking, not naive embedding cosine similarity
04
Cost-aware: caching, model tiering (Haiku/Sonnet/Opus), budget alerts wired in
FAQ
Common questions about ai product development in Atlanta
How fast can you start?
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Is the price really flat?
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Which AI provider do you use?
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How do you handle hallucinations?
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Who owns the code?
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AI Product Development elsewhere
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Ready to ship ai product development in Atlanta?
30-minute call → flat-price quote in 24 hours → first deploy inside two weeks.