About TReqs
The company gives machine-learning platform teams software to manage how models are built. It preserves a usable history of each training run and lets teams set approval rules for future jobs. Teams can trace a model back to its inputs and control computing costs before work starts.
The platform combines roar, GLaaS and TReqs, which teams can use together or separately. The company is based in Arlington, Massachusetts. Christopher Geyer is chief executive officer and president, while Jonathan Geyer is a director.
Funding Rounds (SEC Form D)
| First sale | Filed with SEC | Amount sold | Investors | Avg. check | Terms | Filing |
|---|---|---|---|---|---|---|
| Sep 2, 2025 | Nov 12, 2026 | $430,000of $825K target | 6 | $71,667 | Simple Agreement for Future EquityRule 506(b) | Form D ↗ |
First sale is the date the first investor in the offering committed to invest. Companies must file Form D within 15 days of that date, so filing dates run later.
Why Investors Backed TReqs
Training history can break when logs omit what actually ran, leaving teams unable to reproduce a model or explain changes. TReqs observes jobs during execution instead of relying on developer-added logging. Its request workflow puts review before computing costs are incurred. [1]
Product and Technology
The command-line tool roar runs beside existing training scripts and observes activity as it happens. It captures data, code and environment details. It also records model artifacts without code changes, added loggers or a required software framework. [1]
GLaaS stores a registry of jobs and artifacts. A model's unique digital fingerprint can trace backward to its code, data and environment. Teams can also trace forward from a dataset. Models and data stay inside customer infrastructure. [1]
TReqs turns proposed training jobs into requests before they run. Each request includes settings, data and a compute budget. A team member or policy reviews it. Roar records the completed job and connects the request to its artifact. [1]
Roar and hosted GLaaS are free for individual use. The free plan includes unlimited runs and private hosted lineage. It also offers one writer seat, one-year retention and five projects. Enterprise options include single sign-on, audit logs and support commitments. [1]
A TReqs test put roar's tracing cost at about 1% during a three-hour H100 pretraining run. [4]
We wrote this summary from public statements by TReqs and its investors. It is not investment advice.
Leadership Team
Executive officers and directors listed on TReqs's Form D filed Nov 12, 2026.
Sources
- CompanyTReqs homepage · linked above ↑
- CompanyTReqs terms of service
- CompanyThe Reproducible AI List publisher notice
- CompanyTReqs blog
- SECTReqs Form D, filed 2026-11-12 · linked above ↑
- SECT-Reqs, Inc. filing history