AI Product Development · Austin

AI Product Development
in Austin

LLM features that actually ship to users.

We ship AI features for founders in Austin — 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.

Get a flat-price quote for AI Product Development in Austin

Quote back in 24 hours. No call required first.

Engagement shape

From

$4,000

Flat price, quoted after 30-min call

Timeline

2–5 weeks

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 product 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 Austin who need to ship before the next round closes.

The local read

Why ai product development is hard in Austin

Austin's tech wave brought the SF cost structure with it. 60+ days to fill the role. $310K all-in for the kind of engineer you actually want. And the local agency option is mostly staffing shops billing hourly with a bench problem you'll end up subsidizing.

We're the other thing. One engineer owns your build from spec to deploy. Flat price quoted up front — not by the hour, not by milestone padding. Code in your GitHub from commit one. When the build ends, you walk away clean: no retainer, no notice period, no key-person dependency you didn't sign up for.

Austin's accelerator scene runs through Capital Factory — no longer just an accelerator, now a venture firm with its own Texas Fund backing deep-tech bets — plus DivInc for founders building outside the usual network. Silverton Partners, LiveOak Venture Partners and ATX Venture Partners write the local early checks. None of that slowed the funding: Austin-area startups raised $7.19B in 2025, a 64.8% jump and an all-time high, on fewer but much bigger rounds — Base Power's $1B Series C, Saronic's $600M, Apptronik's $415M. The gravitational pull got stronger too: Musk moved X Corp's headquarters to the Austin area in 2024, and xAI subleased a chunk of downtown's Seaholm Power Plant for its chip program in 2026. All of it means more capital chasing the same senior engineers — exactly the market this page's numbers describe.

Austin's fund landscape got deeper in late 2025: S3 Ventures closed a $250M Fund VIII that December — its 20th year — with roughly half earmarked specifically for Texas founders. The flip side of the boom is a real correction underway: Bumble cut 240 jobs, about 30% of its global headcount, in June 2025, and Indeed and Glassdoor cut roughly 1,300 more between them. That's not a footnote — it's a chunk of the senior engineering talent pool you're competing for right now, mid-layoff. On the infrastructure side, Arm is expanding its Austin campus, already its largest U.S. site, with a new semiconductor lab backed by a $4.16M state grant and 320+ new jobs.

Ask what Austin builds and the honest answer is AI and ML tooling — which is exactly the terrain ai product development work has to hold up in.

Hiring one senior engineer here is a ~$310K year-one outlay and a 60–90 day search. Our ai product development engagement starts at $4,000 with a first deploy in 2–5 weeks.

Did you know · Austin

South by Southwest started in 1987 as a music conference. The interactive (tech) track launched in 1994 with around 150 attendees. It now pulls north of 50,000.

Time zone

--:--:--

CT

We work on Central Time, so we overlap with your in-house team, your investors, and your customers in the same window.

Sectors in Austin

AI and ML toolingDefense techRoboticsB2B SaaSConsumer product

Stack we use

Vercel AI SDKAI GatewayAnthropic / OpenAI / GeminiPostgres + pgvectorInngest / Workflow DevKit

What you actually get

Concrete deliverables.
Live in 2–5 weeks.

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

Streaming chat or agent UI with proper UX (interrupt, retry, citations)

02

RAG pipeline over your data — chunking, embeddings, hybrid search, citations

03

Provider routing via Vercel AI Gateway — Anthropic primary, OpenAI/Gemini fallback

04

Evals: a real test set, a deterministic CI check that catches model regressions

05

Observability: tool-call traces, token spend, latency per provider

Why us

Why founders in Austin 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

AI Product Development we've shipped

Founders we shipped ai product development with

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

Xperiencify
EdTech Platform · 2024

Xperiencify

Gamified online course platform that increased student completion rates by 300%. We built a complete learning management system with gamification mechanics, progress tracking, and social features, and cut its AWS bill from $10,000 to $2,000 a month in 14 days by removing unused resources and optimizing the database.

Visit the product
 Irresistible Bot
AI Tool · 2025

Irresistible Bot

The platform combines structured onboarding, intelligent prompts, and brand-specific logic to ensure every output is grounded in real context. The more details users provide, the better and more accurate the results become. This allows the AI to act as a true copy coach, not just a writing tool.

Visit the product
Idlecorp
E-commerce Platform · 2023

Idlecorp

E-commerce platform with AI-powered product recommendations and personalized shopping experiences. Streamlined checkout and inventory management.

Visit the product

FAQ

Common questions about ai product development in Austin

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.

Which AI provider do you use?

+
Default to Anthropic Claude (Sonnet for most cases, Haiku for cost-sensitive paths, Opus for the hard ones). All routed via Vercel AI Gateway so you can switch providers without code changes.

How do you handle hallucinations?

+
Evals on a held-out test set in CI, citation-required prompts where factuality matters, structured outputs (JSON schema) where the answer must be machine-parsable. Where users see free-form responses, we add 'why this answer' citations to the underlying data.

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/cost

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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 Austin.

Ready when you are

Ship ai product development in Austin
in 2–5 weeks.

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

Get a flat-price quote for AI Product Development in Austin

Quote back in 24 hours. No call required first.