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Research Platforms

Part of Knowledge Engineering · updated September 23, 2026

8

Companies tracked

2

With verified customers

$376M

Capital raised

2023

Median founded

The companies

8 verified customer relationships across 3 countries

CompanyFocusHQFoundedRaisedVerified customers
Duality AISynthetic Data & Digital Twin Simulation United States2018$49M 6
InductivaCloud HPC and simulation platform Portugal2021$3M 2
Periodic LabsAI for physical science and lab automation United States2025$300M
Parallel FluidicsMicrofluidic Design Automation United States2024$14M
TopoLogic, IncQuantum, Sensing, Topological Materials Japan2021$7M
Actual AIAI coding guardrails for software architecture United States2024$3M
OhmAI for engineering test labs United States2025$0M
RunMatMATLAB-compatible, GPU-accelerated computational runtime United States2020$0M

Ordered by evidence: verified customers first, then capital raised. A verified customer relationship is one confirmed against a named source and joined by database record ID, never by name matching — customer names themselves are not published. An em dash means no public evidence found, which is not the same as none existing. Active companies only.

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