Pick the problem. We scope it, build it and hand it over, with a fixed price and a demo every week.
A short, paid audit ranks the AI work worth doing in your business, and tells you honestly what to build, buy or skip. From $1,000.
Austial is a small AI studio and the maker of an open-source Python framework. We combine production engineering with a clear business case, so every project ships with a metric, a test set and a handover, not just a demo.
focused service lines, each tied to a metric
from first call to a clear next step
scope and price agreed before work starts
source framework under everything we build
How a small studio turns AI ideas into software that earns its keep.
From idea to production, four service lines built to solve your most pressing business challenges.
Agents that take over support, onboarding and back-office work, with human approval where it matters.
02Chat, search, retrieval and copilots built into your app, evaluated and monitored in production.
03A short, paid engagement that finds the highest-return AI work and ranks it into a 30-day roadmap.
04Pipelines for SEO, lifecycle messaging, personalization and lead qualification that scale without headcount.
Six proven ways to structure an AI system, from a fixed path to a free-running agent. We start with the simplest one that works and add complexity only when it pays.
Fixed steps, each one checked before the next.
02Sort the request, then send it to the right specialist.
03Run independent checks at once, or ask several times for confidence.
04A lead plans the work, helpers do the pieces, the lead combines them.
05One model writes, another judges, and the draft improves in a loop.
06The model plans its own steps and uses tools, with people at the checkpoints.
Three products we designed, engineered and run. They are how we learn, and the proof that we ship.
A NestJS-style, production-ready web framework for Python, built on FastAPI. Modules, controllers, guards, pipes and providers give AI backends real architecture, so they stay maintainable.
from austial import Body, Controller, Get, Post
@Controller("cats")
class CatsController:
def __init__(self, cats_service: CatsService):
self.cats_service = cats_service
@Get()
async def find_all(self) -> list[Cat]:
return self.cats_service.find_all()
@Post()
async def create(self, dto: CreateCatDto = Body()) -> Cat:
return self.cats_service.create(dto)
iOS / In developmentA daily AI research and video-production assistant for a YouTube channel. It searches what is new in AI, proposes topics, then drafts the description, script and thumbnails.
iOS / In developmentA local-first chat app where a small language model runs entirely on the iPhone. No backend, no accounts, and no network after the one-time model download.
We work with digital businesses that move fast and cannot afford long, vague AI programmes.
Copilots, search and automations that lift activation and retention.
Support, merchandising and personalization that raise order value.
AI capability to resell to clients or run your own delivery faster.
Pipelines for production, search and distribution at scale.
Fixed-scope packages so you know the cost and the outcome before work begins.
from, one-off. Find the highest-return AI work in your business.
from, fixed scope. One AI system, designed, built and shipped to production.
from, per month. An AI team on call to keep improving what you shipped.
Practical guides from the Austial framework docs on building backends that last.
No. We design, build and hand over the system. Your engineers can run it, or we stay on a retainer.
Whatever fits the job: hosted frontier models, open models or a mix. We pick on quality, cost and your data rules, and show you the comparison.
We work in your cloud or ours, keep the minimum data needed and document where every piece goes. We sign an NDA on request.
Every build starts with success criteria we agree up front. We test against real examples before launch and show you results along the way.
Tell us the metric you want to move. We will tell you the plan, in a 30-minute call.
