AI product engineering
We take AI-native products from a blank page to production — interface, model layer, evaluation, and the infrastructure underneath.
- Product & technical discovery
- Full-stack delivery
- Evaluation harnesses
[ AI-first software ]
We build software at the speed of thought.
Atilan is a software development company. We design, build, and operate production systems — and a growing family of our own products.
- AI product engineering
- Platform & infrastructure
- Data systems
- Applied machine learning
Services
What we do
Four practices that usually ship as one engagement. We scope to an outcome, then stay accountable for it through production.
Platform & infrastructure
Cloud foundations that stay boring under load: infrastructure as code, CI/CD, observability, and cost you can actually forecast.
- Infrastructure as code
- CI/CD pipelines
- Observability & on-call
Data systems
Pipelines and storage designed for analytics and model training alike, from ingestion through to a warehouse your team trusts.
- Ingestion & ETL
- Warehouse modeling
- Streaming architectures
Applied machine learning
Retrieval, agents, and fine-tuning applied to real workflows — scoped to a measurable outcome rather than a demo.
- RAG & retrieval systems
- Agentic workflows
- Model selection & tuning
Products
Software we build for ourselves
Our own products, out of the same practice that serves our clients. Each one runs in production and pays for its own roadmap.
Bucker.io
Error monitoring and structured logging for production software. Capture every exception, group it intelligently, and land on the line that broke.
- Real-time capture and alerting
- Stack traces with full request context
- Release tracking and regression detection
Riobox.io
An omnichannel social media manager. Plan, publish, and respond across every network your brand lives on, from a single workspace.
- Unified publishing calendar
- Shared inbox for comments and DMs
- Cross-channel analytics
Veloce.io
A large-scale AI database. Warehouse, lakehouse, and vector search behind one query engine, built for analytics and model workloads together.
- Petabyte-scale columnar storage
- Native vector and embedding search
- SQL and Python over the same tables
Fastpad.ai
An AI notepad for teams that outgrew their workspace. Capture meetings and ideas as they happen, and let the page draft, structure, and recall for you.
- Live meeting capture and summaries
- Documents that structure themselves
- Ask anything across every note
GIS.io
Geospatial software for teams working on the real world. Ingest, analyse, and serve spatial data at scale — from satellite imagery to live fleet telemetry.
- Vector and raster pipelines
- Spatial queries over large datasets
- Map tiles and APIs out of the box
Sploit.sh
AI-driven security testing that runs with every release. Agents probe like an attacker, chain the findings into a working exploit, and hand back proof.
- Web, API, and cloud attack surface
- Ownership verification before every run
- Retests that confirm the fix held
WebSockets.sh
Hosted realtime infrastructure for live apps and AI chatbots. Ship presence, fan-out, and token-by-token streaming without running a socket server.
- Channels, presence, and message history
- Automatic reconnects and backpressure
- Model-backed chatbots on any channel
Fastauth.io
Authentication and user management for every app you ship. Drop in passkeys and SSO, decide what each user can reach, and never store a password again.
- Passkeys, social login, and magic links
- Multi-tenant organizations and SCIM sync
- Revocable sessions and audit logs
Process
How the work actually runs
No black boxes and no six-week silences. Every engagement moves through the same five stages, against a deployment you can open.
- 01
Discover
We pin down the outcome, the constraints, and the riskiest assumption before a line of code is written.
- 02
Design
Architecture and interface decided together, so the system and the experience are shaped by the same trade-offs.
- 03
Build
Short iterations against a working deployment. You see real software every week, not status decks.
- 04
Ship
Production launch with instrumentation, rollback paths, and the runbooks your team needs on day one.
- 05
Operate
We stay on to measure, tune, and extend — or hand over cleanly to your team with the context intact.
About
Atilan is a small team that ships
We started Atilan because most software teams still treat AI as a feature to bolt on at the end. We build the other way around — models, retrieval, and evaluation are load-bearing parts of the architecture from the first sprint.
That approach is not theoretical for us. Bucker, Riobox, Veloce, Fastpad, GIS, Sploit, WebSockets, and Fastauth are our own products, built by the same engineers who take on client work, running against the same standards for uptime and cost.
We deliberately stay small and take on few engagements at a time. The people who scope your project are the people who write the code.
- Legal entity
- Atilan LLC
- Headquarters
- 32 N Gould St., Suite DSheridan, WY 82801
- Contact
- hello@atilan.ai
Contact
Start a project
Tell us what you are building. If we are not the right team for it, we will say so and point you somewhere better.
hello@atilan.ai
Office
Atilan LLC32 N Gould St., Suite DSheridan, WY 82801