Edge AI Platforms Software
Top companies in category by LLM model mentions
Edge AI Platforms Software helps organizations build, deploy, and manage artificial intelligence models at the edge, where data is generated and decisions need to happen close to devices, sensors, or local networks. Unlike cloud-only AI systems, these platforms support low-latency processing and local inference for environments where speed, privacy, or connectivity can be a constraint. Companies often evaluate the best edge AI platforms software to support distributed intelligence across sites, equipment, and connected products.
This category is commonly used by IT teams, data scientists, product teams, industrial operators, and IoT-focused businesses that need real-time insights from cameras, machines, mobile devices, or embedded systems. Typical use cases include predictive maintenance, quality inspection, asset tracking, anomaly detection, smart retail, and autonomous or semi-autonomous operations. It is also useful for organizations that want to reduce bandwidth usage by processing data locally before sending only relevant results to the cloud.
Common features in top edge AI tools include model deployment and orchestration, device management, edge-to-cloud synchronization, support for multiple hardware environments, and monitoring for performance and model drift. Many platforms also offer security controls, scalable deployment workflows, and integration with existing data and IoT infrastructure. For businesses, these capabilities can improve response times, lower data transfer costs, and make it easier to apply AI in remote or resource-constrained settings.
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Ambiq ambiq.comCATEGORY RANK #1▲ +1 -
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Maris Tech maris-tech.comCATEGORY RANK #2▼ -1 -
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Edge Impulse edgeimpulse.comCATEGORY RANK #3▲ +5 -
4Waltero waltero.comCATEGORY RANK #4— no change
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Avassa avassa.ioCATEGORY RANK #5▲ +2 -
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Liquid AI liquid.aiCATEGORY RANK #6▼ -3 -
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Jetson AI Lab jetson-ai-lab.comCATEGORY RANK #7▼ -2 -
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PeekabooLabs peekaboolabs.aiCATEGORY RANK #8— no change -
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Barbara barbara.techCATEGORY RANK #9▲ +6 -
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Armada armada.aiCATEGORY RANK #10▼ -4 -
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Eurotech eurotech.comCATEGORY RANK #11▲ +18 -
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NinjaLABO ninjalabo.aiCATEGORY RANK #12▲ +9 -
13EdgeX Foundry edgexfoundry.orgCATEGORY RANK #13▲ +9
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14ModelNova modelnova.aiCATEGORY RANK #14— no change
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AlgoFace algoface.aiCATEGORY RANK #15▲ +8 -
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Digica digica.comCATEGORY RANK #16▼ -4 -
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Argmax argmaxinc.comCATEGORY RANK #17▲ +7 -
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PortableMind portablemind.ioCATEGORY RANK #18▼ -2 -
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VizioSense viziosense.comCATEGORY RANK #19— no change -
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Peridio peridio.comCATEGORY RANK #20— no change -
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Embedl embedl.comCATEGORY RANK #21▲ +9 -
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ENERZAi enerzai.comCATEGORY RANK #22▲ +9 -
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MicroAI micro.aiCATEGORY RANK #23— no change -
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IOTech Systems iotechsys.comCATEGORY RANK #24▲ +1 -
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Rajant rajant.comCATEGORY RANK #25▼ -16 -
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221e 221e.comCATEGORY RANK #26▲ +6 -
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Pete Warden petewarden.comCATEGORY RANK #27▼ -13 -
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ZEDEDA zededa.comCATEGORY RANK #28▲ +5 -
29Phoenix AI phoenix-ai.comCATEGORY RANK #29— no change
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Mobile Artificial Intelligence mobile-artificial-intelligence.comCATEGORY RANK #30▼ -13 -
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Little Place Labs littleplace.comCATEGORY RANK #31— no change -
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Vcinity vcinity.ioCATEGORY RANK #32— no change -
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Lyte lyte.aiCATEGORY RANK #33— no change -
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DeepGreen deepgreen.aiCATEGORY RANK #34— no change -
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Irida Labs iridalabs.comCATEGORY RANK #35▼ -1 -
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Cephable cephable.comCATEGORY RANK #36▼ -1 -
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Plumerai plumerai.comCATEGORY RANK #37▼ -11 -
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Imagimob imagimob.comCATEGORY RANK #38— no change -
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NebulOuS nebulouscloud.euCATEGORY RANK #39▼ -3 -
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Atombeam atombeamtech.comCATEGORY RANK #40▼ -22 -
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Latent AI latentai.comCATEGORY RANK #41▼ -4 -
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Qwilt qwilt.comCATEGORY RANK #42▼ -4 -
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StarlingX starlingx.ioCATEGORY RANK #43— no change -
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Elliptic Labs ellipticlabs.comCATEGORY RANK #44▼ -34 -
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Scaleout scaleoutsystems.comCATEGORY RANK #45— no change -
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Revoize revoize.comCATEGORY RANK #46▼ -7 -
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LMIM OS lmim.techCATEGORY RANK #47— no change -
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EdgeRunner AI edgerunnerai.comCATEGORY RANK #48— no change -
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Mycelial mycelial.comCATEGORY RANK #49— no change -
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Theta EdgeCloud thetaedgecloud.comCATEGORY RANK #50— no change -
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Mainsail Industries mainsailindustries.comCATEGORY RANK #51— no change -
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FotoNation fotonation.comCATEGORY RANK #52— no change -
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Alfabeta alfabeta.co.idCATEGORY RANK #53— no change -
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NeoHumans neohumans.aiCATEGORY RANK #54— no change -
55EFog efog.techCATEGORY RANK #55— no change
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ERMI ermi-open.orgCATEGORY RANK #56— no change -
57Ainekko nekko.aiCATEGORY RANK #57— no change
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Mindora Technologies mindoratechnologies.comCATEGORY RANK #58— no change -
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ForestHub foresthub.aiCATEGORY RANK #59— no change -
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SkyServe skyserve.aiCATEGORY RANK #60— no change -
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APOP apoptech.comCATEGORY RANK #61— no change -
62Smart Edge Technologies smartedgetech.ioCATEGORY RANK #62— no change
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Meridian Data Labs meridiandatalabs.comCATEGORY RANK #63— no change -
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Appfleet appfleet.comCATEGORY RANK #64— no change -
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Nephele nephele-project.euCATEGORY RANK #65— no change -
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NimbleEdge nimbleedge.comCATEGORY RANK #66— no change -
67Idein idein.jpCATEGORY RANK #67▼ -27
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AHOY ahoy.technologyCATEGORY RANK #68— no change -
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XRAY-LAB Industrial Services xis.aiCATEGORY RANK #69— no change -
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Edge Signal edgesignal.aiCATEGORY RANK #70— no change -
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SmartEdge smart-edge.euCATEGORY RANK #71▼ -44 -
72ONE WARE one-ware.comCATEGORY RANK #72▼ -59
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FLUIDOS fluidos.euCATEGORY RANK #73— no change -
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FF Group ff-group.aiCATEGORY RANK #74— no change -
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Zetic zetic.aiCATEGORY RANK #75— no change -
76Signalogic signalogic.comCATEGORY RANK #76— no change
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Finegrain finegrain.aiCATEGORY RANK #77— no change -
78Intelli-Go intelli-go.comCATEGORY RANK #78— no change
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Veea veea.comCATEGORY RANK #79▼ -38 -
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Cosmose AI cosmose.aiCATEGORY RANK #80— no change -
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Klepsydra Technologies klepsydra.comCATEGORY RANK #81▼ -39 -
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Source source.networkCATEGORY RANK #82▼ -54 -
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aicas aicas.comCATEGORY RANK #83▼ -64 -
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LinkSprite linksprite.comCATEGORY RANK #84— no change -
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Oculi oculi.aiCATEGORY RANK #85— no change -
86Nota AI nota.aiCATEGORY RANK #86▼ -66
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LM-Kit lm-kit.comCATEGORY RANK #87▼ -76 -
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Efficient Computer efficient.computerCATEGORY RANK #88▼ -45 -
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ARED aredgroup.comCATEGORY RANK #89— no change -
90M2M Solution m2msolution.caCATEGORY RANK #90— no change
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Nexural nexural.netCATEGORY RANK #91— no change -
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Loc.ai locai.co.ukCATEGORY RANK #92— no change -
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Edgeless Project edgeless-project.euCATEGORY RANK #93— no change -
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Bolom bolom.comCATEGORY RANK #94— no change -
95Orion Live orionlive.aiCATEGORY RANK #95— no change
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Quantum Encoding quantumencoding.ioCATEGORY RANK #96— no change -
97LogicYield dimyun.spaceCATEGORY RANK #97— no change
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CW Intelligent Systems cwis.systemsCATEGORY RANK #98— no change -
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HyperbeeAI hyperbee.aiCATEGORY RANK #99— no change -
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AIVision aivisionos.techCATEGORY RANK #100— no change -
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Manta-Tech manta-tech.ioCATEGORY RANK #101— no change -
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NetsPresso netspresso.aiCATEGORY RANK #102— no change -
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AI Tech Futures aitechfutures.comCATEGORY RANK #103— no change -
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Cordatus cordatus.aiCATEGORY RANK #104— no change -
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UnisonDB unisondb.ioCATEGORY RANK #105— no change -
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Persys persys.aiCATEGORY RANK #106— no change -
107Senix Robotics senixrobotics.comCATEGORY RANK #107— no change
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Au-Zone Technologies au-zone.comCATEGORY RANK #108— no change -
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Edgevana edgevana.comCATEGORY RANK #109— no change -
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Agile Edge AI agileedgeai.comCATEGORY RANK #110— no change -
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Stellar IoT stellar-iot.comCATEGORY RANK #111— no change -
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edge-ml edge-ml.orgCATEGORY RANK #112— no change -
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EWOTA Limited ewota.comCATEGORY RANK #113— no change -
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The O.A.S.I.S. Project oasisproject.netCATEGORY RANK #114— no change -
115Bifrost Edge AS bifrostedge.aiCATEGORY RANK #115— no change
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Fullmoon fullmoon.appCATEGORY RANK #116— no change -
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Intelligent Core intelligentcore.ioCATEGORY RANK #117— no change -
118AI Research Corporation airesearchcorp.comCATEGORY RANK #118— no change
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Craftwise craftwise.ioCATEGORY RANK #119— no change -
120DSeT Consulting dsetconsulting.comCATEGORY RANK #120— no change
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Eminus Industries eminusindustries.comCATEGORY RANK #121— no change -
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thin-edge.io thin-edge.ioCATEGORY RANK #122— no change -
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Media-Compute media-compute.siteCATEGORY RANK #123— no change -
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Ubo Pod getubo.comCATEGORY RANK #124— no change -
125Anuba Technologies anubatechnologies.comCATEGORY RANK #125— no change
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126Edge Processing Exchange epx.dkCATEGORY RANK #126— no change
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127The Edge AI theedgeai.comCATEGORY RANK #127— no change
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Analog AI analogai.netCATEGORY RANK #128— no change -
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Alumnus Software alumnux.comCATEGORY RANK #129— no change -
130网心科技 onething.netCATEGORY RANK #130— no change
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Realbits realbits.coCATEGORY RANK #131— no change -
132Neucore neucore.comCATEGORY RANK #132— no change
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Atym atym.ioCATEGORY RANK #133— no change -
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Ennoia Technologies ennoia-tech.comCATEGORY RANK #134— no change -
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Cochl cochl.aiCATEGORY RANK #135— no change -
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Vedliot vedliot.euCATEGORY RANK #136— no change -
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Novit.ai novit.aiCATEGORY RANK #137— no change -
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Alvarium alvarium.orgCATEGORY RANK #138— no change -
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Nexus Observatory observatory.globalCATEGORY RANK #139— no change -
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Dalraenae dallaenae.comCATEGORY RANK #140— no change -
141Corerain corerain.comCATEGORY RANK #141— no change
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Fractal Computing thefractalgovernment.comCATEGORY RANK #142— no change -
143DataShapes AI datashapesai.comCATEGORY RANK #143— no change
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Dianomic Systems dianomic.comCATEGORY RANK #144— no change -
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AI-SPRINT ai-sprint-project.euCATEGORY RANK #145— no change -
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OffGrid AI Toolkit offgridaitoolkit.comCATEGORY RANK #146— no change -
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Solbit System solvitsystem.co.krCATEGORY RANK #147— no change -
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Edge AI Stack edgeaistack.aiCATEGORY RANK #148— no change -
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eyeSight eyesight-tech.comCATEGORY RANK #149— no change -
150PeachBot peachbot.inCATEGORY RANK #150— no change
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ThinkByte thinkbyte.appCATEGORY RANK #151— no change -
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Illumix illumix.comCATEGORY RANK #152— no change -
153OpenVINO openvino.jpCATEGORY RANK #153— no change
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154万物纵横 iotdt.comCATEGORY RANK #154— no change
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Opteran opteran.comCATEGORY RANK #155— no change -
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Roofline roofline.aiCATEGORY RANK #156— no change -
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Laite.AI laite.aiCATEGORY RANK #157— no change -
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九州未来 99cloud.netCATEGORY RANK #158— no change -
159ioNetworks ionetworks.coCATEGORY RANK #159— no change
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Libpixel libpixel.comCATEGORY RANK #160— no change -
161HK Robotics hkrobotics.aiCATEGORY RANK #161— no change
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Buze Platforms buze.aiCATEGORY RANK #162— no change -
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FastEdge fastedge.aiCATEGORY RANK #163— no change -
164Stanhope AI stanhopeai.comCATEGORY RANK #164— no change
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MaixHub maixhub.comCATEGORY RANK #165— no change -
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Stellarview stellarview.aiCATEGORY RANK #166— no change -
167OfflinAI offlinai.comCATEGORY RANK #167— no change
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ExecuTorch executorch.aiCATEGORY RANK #168— no change -
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Arcturus Networks arcturusnetworks.comCATEGORY RANK #169— no change -
170Offload offload.fyiCATEGORY RANK #170— no change
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Privacy AI acmeup.comCATEGORY RANK #171— no change -
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On Device AI ondevice-ai.appCATEGORY RANK #172— no change -
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Apra Labs apralabs.comCATEGORY RANK #173— no change -
174Spacebourne spacebourne.comCATEGORY RANK #174— no change
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175网心云 onethingcloud.comCATEGORY RANK #175— no change
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176Mawari Network mawari.netCATEGORY RANK #176— no change
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Femtosense femto.aiCATEGORY RANK #177— no change -
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iDhi idhi.aiCATEGORY RANK #178— no change -
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DeGirum degirum.comCATEGORY RANK #179— no change -
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eKuiper ekuiper.orgCATEGORY RANK #180— no change -
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peoly peoly.comCATEGORY RANK #182— no change -
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KinetiqVision kinetiqvision.comCATEGORY RANK #183— no change -
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Cogniteam cogniteam.comCATEGORY RANK #184— no change -
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SensiML sensiml.comCATEGORY RANK #185— no change -
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Sagire AI sagire.aiCATEGORY RANK #186— no change -
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M2M Tech m2mtechconnect.comCATEGORY RANK #187— no change -
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KubeEdge kubeedge.ioCATEGORY RANK #188— no change -
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EDGEMATRIX edgematrix.comCATEGORY RANK #189— no change -
190Swarm Technology swarmtechnology.usCATEGORY RANK #190— no change
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191Optra optra.comCATEGORY RANK #191— no change
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192ITTIA ittia.comCATEGORY RANK #192— no change
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LGN lgn.aiCATEGORY RANK #193— no change -
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AiKaan aikaan.ioCATEGORY RANK #194— no change -
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Larq larq.devCATEGORY RANK #195— no change -
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Stream Analyze streamanalyze.comCATEGORY RANK #196— no change -
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Blueforce Development Corporation blueforcedev.comCATEGORY RANK #197— no change -
198Megvii megvii.comCATEGORY RANK #198— no change
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Zero Gap AI zerogap.aiCATEGORY RANK #199— no change -
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Ormuco ormuco.comCATEGORY RANK #200— no change
No companies found in this category yet.