About
Lumaril builds an industrial autonomy layer that connects to a plant's existing control systems, builds a live operational model from sensor data, and uses control theory plus AI/ML to autonomously adjust setpoints and control logic to lift throughput and yield across manufacturing, chemicals, biologics, oil & gas, agriculture and polymers.
Full tier & rationale — an SVTR Intelligence benefit
Capital graph
Funding history
- 2026-10-27Series A$66M
Investors · Felicis Ventures, Koch Disruptive Technologies, Pax Ventures, Lux Capital, General CatalystSource · wsj.com ↗
Comparable companies· by market
This company
BusinessLatest roundTotal raisedDate- Lumaril
Lumaril builds an industrial autonomy layer that connects to a plant's existing control systems, builds a live operational model from sensor data, and uses control theory plus AI/ML to autonomously adjust setpoints and control logic to lift throughput and yield across manufacturing, chemicals, biologics, oil & gas, agriculture and polymers.
Series A · 2026-10
—
United States
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Series D+ · $218M · 2025-12
$218M - Foundational Industries
Autonomous factories designed from scratch and run entirely by AI software, starting with data center hardware (custom racks/cabinets for the varying voltage and cooling needs of AI chips)
Seed · $25M · 2026-07
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Undisclosed · $31M · 2024-08
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Series C · 2026-09
— - 金珵科技
Development and production-line deployment of ManuDrive, an industrial time-series control foundation model; customers include 川宁生物 and 太重集团
Series A · 2026-10
— - 中科时代
Develops industrial intelligent computers integrating real-time control, human-machine interaction, robotics and more
Series B · $143M · 2026-01
$143M
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BusinessLatest roundTotal raisedDate- Linexa
Decodes industrial control system code to give manufacturers production line visibility, troubleshooting and optimization
Pre-Seed · $2M · 2026-05
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Series A · $11M · 2026-07
$11M
Other / unspecified
BusinessLatest roundTotal raisedDate- Maneva
Computer vision on factories' existing cameras to detect inefficiencies, diagnose root causes and trigger automated remediation
Series A · $38M · 2026-06
$38M - RL Core Technologies
AI software that continuously adjusts operating parameters in real time to improve industrial control system efficiency and reliability
Undisclosed · $5M · 2024-12
$5M
Confirmed rounds only. Matched on subsector, sector, stage and funding scale — each verifiable on the company profiles.
Investors that may fit
Founders Fund
12 Manufacturing deals in the last 24 months · 6 at a nearby stage · 12 in NYC Metro
Request intro →Y Combinator
10 Manufacturing deals in the last 24 months · 6 at a nearby stage · 8 in NYC Metro
Request intro →Washington Harbour Partners
8 Manufacturing deals in the last 24 months · 2 at a nearby stage · 8 in NYC Metro
Request intro →Lightspeed
8 Manufacturing deals in the last 24 months · 4 at a nearby stage · 4 in NYC Metro
Request intro →Khosla Ventures
7 Manufacturing deals in the last 24 months · 7 at a nearby stage · 7 in NYC Metro
Request intro →Sequoia Capital
7 Manufacturing deals in the last 24 months · 5 at a nearby stage · 5 in NYC Metro
Request intro →Ranked by each firm’s deals in this sector over the last 24 months, weighted by nearby stage and shared geography. Indicative only — no rating judgment.