Companies · Robotics
Fort Worth · TX, USA · Robotics · founded 2021 · https://www.rmfg.com
Diligence memoA one-page analyst read on RMFG — recommendation, valuation, rhythm, risks.→RMFG: limited disclosed financing to assess.
Synthesized from the figures below est. — every claim rests on a number shown on this page.
RMFG is one of 327 Robotics companies tracked from Fort Worth, TX, USA, on record since 2021. By capital raised it ranks in the long tail (ahead of 35% of sector peers), and in the long tail by modeled valuation est..
Ranking is computed against this company's own sector cohort — reported capital is fact; valuation tiers are modeled.
AI analyst read est. — model-extracted from this company's public description, not a verified fact. 30%
operates a technology-led product inferred from public copy
Grounded in: “You are a venture analyst”
Advanced Contract MFG for fast moving hardware companies
RMFG builds and operates advanced, software-defined factories, manufacturing precision parts and metal assemblies for fast-moving hardware teams. Our vertically integrated software platform automates quoting, DFM, scheduling, and machine control, and allows us to ship faster and at lower cost than traditional shops. We build our own computer vision models, AI agents, and custom software to solve problems inside our manufacturing facility. Today we primarily build complex metal assemblies using sheet, tube and CNC milled parts. We plan to continually moving upstream, offering more complex manufacturing services including electro-mechanical assembly. We’ve delivered critical parts for companies building custom robots, autonomous farms, PCB factories, weather modification technology, rockets, and more.
As reported in public records reported — not modeled.
Solid bars are reported offering amounts reported; hatched bars are the modeled post-money valuation est. — both on one shared scale so you can read raise-vs-worth at each round directly. Use the toggles to overlay data labels and the niche-peer / market average value lines.
No round amounts on record to chart.
No staged rounds to sequence.
Round size and date are reported; the stage label is inferred from round size. Valuation is modeled from stage benchmarks. Directional, not a quoted figure.
Not enough modeled valuation points to chart a trajectory.
Benchmarked against 327 companies in Robotics. Each bar is a median (the middle company, not an average — outliers don't skew it). Two yardsticks: real money raised (reported on Form D) and modeled value (our estimate est.). These are whole-sector medians across all stages, except the per-stage row.
Raised more than 35% of sector peers (real $). Modeled value above 35% of peers (estimate).
Stage is inferred from round size est., not reported on the filing — a round's dollar size maps to a bucket: Pre-Seed <$1.0M · Seed $1.0M–$4.0M · Series A $4.0M–$15M · Series B $15M–$40M · Series C $40M–$100M · Series D+ $100M–$400M · Growth/Late >$400M.
| Stage | Amount · real | Announced | Post-money · est | Value · est | Conf. |
|---|---|---|---|---|---|
| No rounds recorded. | |||||
Predictive signals are modeled est. from this company's own cadence and step-up, plus sector benchmarks — directional, not advice. Peer set and a CSV export live in your analyst workspace.
RMFG is an official record sourced from the U.S. Securities and Exchange Commission (SEC). U.S. data is aggregated from SEC Form D filings.
Nearest neighbours across the whole database — matched on sector, stage and capital scale, and on shared operators (officers or directors named at both companies in public filings). A discovery shortlist, not a valuation cohort — verify before acting, the same way modeled figures are directional.
| Company | Sector | Stage | Raised · real | Value · est | Why similar |
|---|---|---|---|---|---|
| 3Laws Robotics Inc. | Robotics | Seed | $2.0M | $21.7M | same sector |
| 6thSense | Robotics | — | — | — | same sector |
| Accel Robotics Corp | Robotics | Series A | $11.4M | $138.1M | same sector |
| Advanced Image Robotics, Inc. | Robotics | Seed | $2.5M | $20.0M | same sector |
| Advanced Metal Research | Robotics | — | — | — | same sector |
| Aerones Inc. | Robotics | Series B | $38.9M | $417.4M | same sector |
| Agility Robotics, Inc. | Robotics | Series D+ | $157.5M | $2.5B | same sector |
| AiM Medical Robotics Inc. | Robotics | Series A | $11.7M | $22.8M | same sector |
Matched by meaning, not labels — a local language model reads each company's name, sector and description and ranks the closest in that learned space. This catches look-alikes that cross sector boundaries; the structured list above explains its matches, this one trusts the text. Directional, like every modeled signal here.
| Company | Sector | Stage | Value · est | Match |
|---|---|---|---|---|
| MRG Inc. | Other Technology | Pre-Seed | $29.7M | 75% |
| Forge Automation Corp. Software Enabled CNC Parts Supplier | Robotics | Pre-Seed | $655K | 74% |
| Visibl Semiconductors A faster, lower cost path to custom silicon | Robotics | — | — | 74% |
| Bucket Robotics Defect detection for manufacturing built from CAD and synthetic data. | Robotics | — | — | 73% |
| Platform Factory Inc | Software / Tech | Series A | $155.4M | 73% |
| Tekton Dynamics AI control layer for welding robots | Robotics | — | — | 73% |
| Kmf Precision Sheet Metal Limited British private limited company, based in Edinburgh. Sector: Manufacturing / Industrial. | Manufacturing / Industrial | — | — | 73% |
| Tiny Ltd. A new kind of ERP system for factories | AI / ML | Series C | $14.5M | 73% |
See where RMFG sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
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