Picarro elevates commercial leadership as it debuts continuous perimeter monitoring for oil and gas
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Seattle startup Carbon Robotics released a new plant-recognition model that lets its LaserWeeder robots identify species on the fly, eliminating routine retraining. The model, trained on an enormous dataset collected from fielded machines, arrives via software update and promises faster response to new weeds while reshaping operational workflows on farms.
AI-native imaging reshapes cardiac diagnostics as VentriPoint advances commercial rollout
A wave of software-first medical imaging innovations is shifting care models away from large MRI suites toward cloud-enabled, subscription services; VentriPoint is moving from R&D into commercialization with fresh capital, executive hires and partnerships aimed at proving economic value. Parallel moves from Butterfly, RadNet, Nanox and OneMedNet show the sector unraveling traditional hardware economics while pushing regulatory and distribution milestones that will determine who scales first.
QSE expands commercial footprint with 14,000-license renewal and Brazil entry
Quantum Secure Encryption (QSE) confirmed a renewal in India covering roughly 14,000 user licences, a three‑year Brazilian government arrangement for about 4,500 licences and C$2.8 million in fresh financing. These commercial steps coincide with accelerating procurement emphasis on post‑quantum readiness and certified, interoperable solutions — meaning validation will depend on pilot conversion, certification status and partner execution rather than the announcements alone.
Gather AI Secures $40M Series B to Expand Physical-AI Fleet and Enterprise Reach
Gather AI closed a $40 million Series B round led by Smith Point Capital Management to accelerate deployment of its vision-based logistics platform and expand globally amid broader investor momentum in Physical AI. The startup says deployments doubled and bookings rose 250%, positioning its camera-plus-model approach as a fast-to-deploy operational layer that restores inventory truth across warehouses and yards.

Octopus Energy to export its power-trading platform into China as software-first strategy
UK-based Octopus Energy is extending its energy trading software into the Chinese market, offering a cloud-based platform to link generators, retailers and grid operators. The move prioritizes software exports over large capital investment, aiming to monetize trading capabilities while navigating regulatory and data-localization hurdles.
Apeiron Labs raises $9.5M to deploy fleets of low-cost underwater robots
Apeiron Labs closed a $9.5 million Series A to scale compact autonomous underwater vehicles that sample the water column and feed cloud models. The company positions its devices as an inexpensive, persistent sensing layer for commercial and defense customers, claiming large cost reductions and plans for rapid expansion.

Check Point deepens AI and exposure-management stack with three acquisitions after robust 2025 results
Check Point announced purchases of Cyata, Cyclops and Rotate alongside stronger-than-expected Q4 and FY2025 results, reinforcing a push into AI-native security, CTEM and MSP-focused delivery. The moves mirror a wider market pattern of buyers snapping up narrowly focused, cloud- and AI-era capabilities to rapidly add interoperable, deployable features rather than assembling legacy bundles.

Utility Global Secures $100M First-Close to Scale H2Gen Commercial Rollout
Utility Global closed the initial tranche of a Series D for $100 million to fund global roll-out of its proprietary H2Gen electrochemical systems. The capital will expand manufacturing, strengthen project delivery, and accelerate commercial deployments across the Americas, Europe, and Asia with institutional backers Ara Partners and APG backing the round.