Helion Tech
Machine intelligence, built to ship.
We develop AI/ML models, automate real business operations, and are building Helion a small robot with a big personality for your desk.
About
A small lab with production standards.
Helion Tech is an applied AI company. We take problems from whiteboard to deployed system research where it's needed, engineering everywhere else. We work in small teams, ship in weeks, and measure our work by what runs in production, not what runs in a demo.
What we do
From a question about your data to a system in production.
01 · Models
AI/ML Model Development & Research
Custom models, fine-tuning, and applied research. We build and evaluate against your data and your metrics not leaderboard benchmarks that don't survive contact with production.
- Fine-tuning and adapter training
- Retrieval pipelines with evaluation harnesses
- Baseline-first benchmarking on your data
- Error analysis and failure-mode taxonomies
02 · Automation
Business Process Automation
We find the hours your team loses to repetitive work and hand them back. Document processing, data pipelines, and AI-assisted workflows that fit the tools you already use.
- Document extraction and classification
- Human-in-the-loop review queues
- Data pipelines and scheduled jobs
- Throughput and accuracy instrumentation
03 · Systems
AI/ML System Development & Integration
Production AI end to end: inference services, APIs, data infrastructure, monitoring. Designed to integrate with your stack and to keep working after launch day.
- Inference services and batch pipelines
- Model registries and reproducible builds
- Drift, latency and cost monitoring
- Handover documentation and runbooks
Product
Meet Helion.
A palm-sized robot for your desk. It looks around, reacts, and keeps you company — an ambient presence with real character, running on the same AI stack we build for clients.
- Expressive movement with genuine personality
- On-device wake word, cloud-scale smarts
- Timers, notifications, and presence — without another screen
- Hackable by design: an open API for makers
Contact
Tell us what you're building.
Send a few lines about your project. We read everything and reply within two business days.
Prefer email? Every message from this form lands straight in our inbox — we'll take it from there.