Axiomara Systems · Established August 2026
We develop practical AI systems, local-first software, and research tools that keep evidence, user control, and real-world limits in view.
Active work
Platform
A connected assistant platform in active development: an Android client, a modular FastAPI service, and supervised engineering capabilities. The work emphasizes explicit state, durable memory, and honest action boundaries.
Explore OrtyEngineering
A local-first engineering workflow engine that keeps project context, evidence, and verification state explicit while giving models bounded inputs.
Read on GitHubResearch
Current research includes efficient speech-to-text for on-device deployment and methods for making agent reasoning, context, and verification more dependable.
Research projectsFixed scope. Fixed price. Written down.
Trust, in our experience, is built by stating what we will do, what we won't, and what happens if we fall short — then putting it in writing before work begins.
Automate one workflow
$1,500two weeks
One manual, repetitive process — reporting, triage, data entry, drafting — replaced by a supervised AI workflow you own. Runs on your infrastructure, including fully on your own machines. A written spec with acceptance criteria comes first. If the delivered system doesn't meet them, you don't pay.
An assistant in your product or operations
from $6,000four to six weeks
A custom agent system with bounded tools, durable memory, and human oversight where it matters. Built on open models where practical, so the system keeps working — and stays yours — without a hostage dependency on any single provider.
Engineering retainer
$3,000/month
Reserved capacity for teams shipping AI features continuously: integrations, evaluation harnesses, on-device deployment, whatever the roadmap demands.
Our first two engagements are priced 30% below the rates above, in exchange for a public case study and an honest reference.
Start a conversation [email protected]A public commitment
We believe capable technology should remain understandable, accountable, and available to the people who rely on it.
Start a conversation
Business inquiries and Google Cloud program correspondence.