Companies with 10–200 people handling people, legal, financial or health data are stuck between sending data to an external model and hiring an ML team.
Frontier intelligence,
truly yours.
Inferoid turns your workflow into a specialized private model, proves its accuracy, and deploys it on the most efficient hardware, CPU or GPU in our cloud or yours.
THE GAP
High-stakes work needs more than a general model and less than a new ML department.
01 / THE PROBLEM
Sensitive work is stuck in the middle.
A three-person ML team costs over $360,000 a year in wages (BLS median, data scientists).
External APIs bill frontier prices on every document.
02 / HOW IT WORKS
From your data to a model you can keep.
Every stage is designed around control: your account, your examples, your accuracy bar, your endpoint.
Connect your AWS account
Data stays in your account.
Upload examples
Sensitive fields are redacted before anything else happens.
Label and train
A frontier model labels your examples; Inferoid trains a small open US-made model on them.
Pass your bar
It ships only if it passes your accuracy bar.
Pick the right hardware
Inferoid picks the cheapest instance that passes: CPU, T4 or L4, on-demand or start-on-use.
Use the endpoint
You get an API endpoint, a key and a playground. Hard cases can escalate to a bigger model when your policy allows.
03 / PROOF
Measured, not promised
Contract-clause classification · 200 held-out documents · Oct–Nov 2026
| Model | Before | After |
|---|---|---|
| Google Gemma 4 E4B | 65.5% | 80.5% |
| Microsoft Phi-4-mini | 47.5% | 79% |
| IBM Granite 4.2 8B | 46.5% | 79% |
| Claude Opus 5 | n/a | 81% |
| GPT-5.6 Sol | n/a | 78% |
Cost per 1,000 documents: Opus API $5.40 · trained model on one L4 GPU $0.013 · on a CPU server $0.27
LEDGAR dataset (CC-BY-4.0); before/after measured on GPU; frontier models via Amazon Bedrock, same prompt; costs from AWS on-demand list prices.
04 / PRICING
A clear path to private inference.
Compute runs on your own AWS bill, typically $100–600/month.
STARTER
Starting at$39per seat / month
Teams of 10–50
- 2 workflows
- API gateway & playground
- Monthly retraining
GROWTH
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Teams of 50–200
- More workflows
- Escalation policies
- Audit log
- SSO
ENTERPRISE & ON-PREM
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Your own servers or air-gapped sites
- On-prem and VPC deployment
- Custom accuracy bars
- Dedicated support
DESIGN PARTNERS Design partners: 60 days free, then 50% off for a year.
05 / CONTACT
Bring us the workflow that cannot leave your walls.
Tell us what you need to classify, extract, or decide. A work email is enough to start.
RECEIVED
We'll be in touch.
Thanks for reaching out. Someone from Inferoid will follow up by email.