Ryan Daws
Verified- Senior Editor, Developer Tech News
- Senior Editor, Edge Computing News
- Senior Editor, TelecomsTech
- Senior Editor, IoT News
- Senior Editor, AI News
- Senior Editor, CloudTech
- Senior Editor, TechForge Media
United Kingdom
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Articles by Ryan Daws
Factory floor exposure grows as OT security spending climbs
Manufacturing cybersecurity spending is climbing fast, and the growth is exposing weak factory floor operational technology (OT). Anyone running production plants are stuck with a decision that doesn't have a comfortable answer: keep OT isolated and accept that isolation is eroding on its own, or connect it to enterprise IT and inherit a new set of exposures. Industrial networks used to rely on physical separation from corporate systems.
Bunkerhill raises $55M to scale agentic AI across health systems
Bunkerhill Health has raised $55 million to scale its agentic AI platform, Carebricks. The closing of the company's Series B round, announced today, folds in continued participation from Sequoia Capital, Felicis, Optum Ventures, and Y Combinator. However, a funding total doesn't answer the key question any hospital executive wants to know about healthcare AI: does the software run inside a working hospital? That question is among the reasons why Khosla Ventures put its name on this deal.
NVIDIA T3000 and T2000 target robotics cost and power limits
NVIDIA introduced the Thor-based T3000 and T2000 chips today, targeting mass-market robotics and edge AI deployment. For robotics companies weighing custom silicon against off-the-shelf platforms, the calculation now includes a set of Thor-architecture modules built for the cost and power constraints that come with running foundation models outside a data centre.
Examining Google DeepMind's AI bioresilience push
Google DeepMind and Isomorphic Labs outlined a bioresilience program to curb AI misuse in biology while aiding outbreak response. The two organisations published an update on a joint initiative that began quietly and has now built out more than 15 partnerships with government bodies, biosecurity organisations, and research groups over the past 12 months. The disclosure arrives with a specific framing problem attached.
CSL Group buys IoTM for multi-carrier IoT SIM control
CSL Group is buying IoTM Solutions to consolidate multi-carrier SIM and eSIM management for enterprise IoT estates. IoTM Solutions is a cloud-native connectivity management vendor whose platform unifies SIM lifecycle operations, eSIM profile handling, usage reporting, support workflows, and API access across multiple operators. Financial terms of the deal remain undisclosed.
AWS has explained how Bluesight developed Prism, an AI layer that connects hospital pharmacy and compliance data across its product suite.
RoboLab expands robot policy evaluation beyond success rates
NVIDIA RoboLab is advancing robot policy benchmarking for generalist robot systems that follow language instructions.
AWS GraphRAG deployment cuts drug research cycles by 87%
A recent AWS GraphRAG deployment reduced drug research and development cycles in pharmaceutical environments by 87 percent. This acceleration is achieved by integrating previously separated proprietary databases into a unified and queryable knowledge graph. Historically, initial data gathering and screening phases took over six months per iteration, yielding a low five percent success rate.
Insilico Medicine advances AI drug for IPF to Phase III trials
Insilico Medicine is advancing to Phase III human trials for testing a drug identified by AI targeting idiopathic pulmonary fibrosis (IPF). This progression supplies the computational drug discovery sector with empirical test cases, advancing an AI medicine past early safety evaluations into late-stage efficacy validation. IPF destroys respiratory capacity through severe lung tissue scarring. Patients typically present a median survival rate reaching two to four years post-diagnosis.
NVIDIA BioNeMo accelerates Anthropic Claude Science
Anthropic Claude Science now integrates the NVIDIA BioNeMo Agent Toolkit to accelerate computational life sciences research. Anthropic has launched the public beta of Claude Science, an AI workbench built for scientific research. The platform enables scientists to converse directly with digital agents using natural language to execute end-to-end research workflows.
The optimisation of retail AI infrastructure determines the successful deployment of personalisation systems and real-time customer insight.
Anthropic deploys Claude Sonnet 5, Fable and Mythos restored
Anthropic has launched Claude Sonnet 5 and restored access to its Fable and Mythos frontier models following a federal export control review. The decision marks the conclusion of an eighteen-day operational pause triggered by a US government export control directive on June 12, which forced the temporary suspension of Anthropic's highest-capability systems.
Capgemini upgrades smart manufacturing at Bentley Motors
Capgemini is deploying AI and data infrastructure at Bentley Motors to upgrade smart manufacturing technology systems.
HP accelerates enterprise workflows with OpenAI Frontier
HP has scaled its OpenAI Frontier integration across global operations to optimise enterprise workflows and accelerate output. The hardware manufacturer initiated testing of the platform in February 2026. Early pilot programs yielded verified operational gains in software engineering and cybersecurity remediation. Expanding these initial trials into an enterprise-wide operating model requires connecting access protocols, contextual data, and evaluation metrics.
xFusion scales enterprise AI from edge workstations to liquid-cooled data centres
xFusion presented scalable enterprise AI computing models at ISC 2026, transitioning hardware from edge devices to data centres. Enterprise technology buyers attending the Hamburg exhibition sought practical production frameworks. Hardware selection processes regularly fail to account for physical operating limits. Relying on public APIs exposes proprietary commercial data. xFusion engineers responded with a four-tier hardware portfolio.
Berg Insight: Pricing volatility hits cellular IoT module shipments
Cellular IoT module shipments reached 612 million units in 2025 as industrial deployments advanced against pricing volatility, according to Berg Insight.
SAP aligns commerce data for AI personalisation
SAP aligns fragmented commerce data structures to enable operational AI personalisation at the execution layer. Enterprise leadership routinely establishes objectives to anticipate customer requirements and deliver relevant interactions across digital touchpoints. However, the actual infrastructure running inside these enterprises fails to support systematic execution at the required volume.
Omio scales travel product development using OpenAI models
Omio integrates OpenAI models across its engineering operations to accelerate travel product development and launch booking interfaces. The multimodal travel platform coordinates operations with over 3,000 transportation providers across 47 countries. Omio explicitly rejects the superficial addition of technology to outdated internal processes.
NVIDIA Halos OS upgrades the safety of physical AI workloads
NVIDIA Halos OS brings embedded hardware safety directly to physical AI workloads across industrial deployments. Traditional hazard protocols designed around fixed cages fail when autonomous machines operate alongside human personnel. Agility Robotics currently deploys the Halos OS framework within its Digit humanoid series. Agility integrates the NVIDIA IGX Thor compute module for its safe human detection system.
Mitigating vendor lock-in with Sakana AI Fugu multi-agent models
Sakana AI launched Fugu to orchestrate multi-agent operations and mitigate single-vendor dependency risks in enterprise deployments. Enterprises face operational vulnerabilities when relying entirely on monolithic AI APIs. Japanese AI firm Sakana AI designed Fugu as a response to these concentration risks by creating an orchestration language model that calls upon a pool of varied models to complete multi-step tasks. Users access this ecosystem through a single OpenAI-compatible endpoint.
SAP and Google Cloud deploy agentic commerce architecture
SAP and Google Cloud are deploying agentic commerce architecture to automate multi-agent marketing and retail operations at enterprise scale. SAP research indicates 78 percent of businesses consider AI essential for retaining customers in 2026. However, the same data reveals fewer than two in five companies share customer data across customer experience (37%) or CRM (39%) platforms. Addressing this structural data failure requires direct infrastructure intervention.
Computer vision deployments drive retail productivity gains
Computer vision deployments are driving retail productivity gains as operators automate physical shelf tracking to protect eroding margins. This hardware deployment directly addresses the persistent in-store execution failures currently costing the industry billions. A study authored by Coresight Research - in partnership with technology providers Simbe and RELEX Solutions - calculates the exact cost of these operational shortfalls.
Matter 1.6 standardises 'Joint Fabric' network administration
The Matter 1.6 specification standardises offline NFC commissioning and Joint Fabric network administration for industrial IoT environments. The CSA released the latest Matter spec this week to equipment manufacturers and platform developers. The engineering focus targets the operational mechanics of hardware deployment rather than expanding consumer device compatibility.
Government ministries are deploying Google Cloud generative AI across municipal agencies to automate council planning operations.
Silicon Labs validates 200-node Matter-over-Thread IoT network
Silicon Labs has executed a 200-node Matter-over-Thread validation network deployment to prove scalability in commercial IoT hardware. The semiconductor manufacturer announced the physical deployment at the Connectivity Standards Alliance (CSA) inaugural Unify event. The engineering data provides documented evidence that the Matter standard possesses the capacity to support expansive environments associated with commercial buildings, factories, and multi-dwelling units.
Insurers pivot AI strategy toward core risk underwriting
AI investments by insurers are now expected to generate tangible business value beyond mere efficiency. According to findings in the 2026 Evident AI Index, insurers are now embedding AI technologies into workflows that directly influence underwriting discipline and capital allocation. Christian Preece, Insurance Director at Evident, says: "For years, insurers have competed on AI ambition, but now the focus is shifting from what insurers are building to the value they're creating.
Industrial automation drives private 5G past 2,000 deployments
Private 5G mobile networks passed 2,000 enterprise deployments in the first quarter, driven heavily by complex industrial automation demands. The Global mobile Suppliers Association (GSA) tracked 2,003 organisations running private cellular infrastructure with contract values exceeding €100,000. These corporate and governmental operations now stretch across 88 nations, representing a compound annual growth trajectory of 37 percent sustained since 2019.
Coinbase for Agents: Automating portfolio trading with AI
Coinbase for Agents connects AI to financial execution channels to automate trading and payments directly from user portfolios. Large language models process vast quantities of data but lack direct integration with active financial portfolios. Individuals frequently employ these models to evaluate market developments or research investment opportunities. These software tools possess the capacity for complex reasoning but cannot execute financial transactions on behalf of the user.
Visa ChatGPT integration enables AI agent retail purchasing
Visa has linked its payment infrastructure to ChatGPT, enabling AI agents to recommend retail products and execute financial transactions. The deployment removes human intervention from the final stages of the retail funnel. Autonomous agents will now process user prompts, evaluate merchant catalogues, and complete the checkout process using Visa's payment rails at any supporting merchant. Previous retail AI integrations restricted automated purchasing to single-vendor environments.
Aviva deploys AI to stop £230M in sophisticated insurance fraud
Aviva has uncovered a record £230 million in insurance fraud claims and is using AI tools to counter the growing problem. The battleground has changed, and the culprits are also coming armed with a new generation of tools. We're now in an environment where AI is being used not just to defend against fraud, but to perpetrate it. The insurance industry has long dealt with opportunistic dishonesty. A bumped car suddenly needs four new doors, or a minor slip becomes a life-altering injury.
How C3 AI agents will automate predictive maintenance for Shell
Shell will use agents from C3 AI to shift from basic anomaly detection towards fully-automated predictive maintenance. The global energy giant is building on their current use of the C3 AI Reliability Suite, which already keeps tabs on more than 30,000 crucial pieces of equipment across upstream and downstream operations. Shell now intends to lean heavily into autonomous AI agents, putting them in charge of the entire maintenance lifecycle.
How E.ON uses SAP S/4HANA to modernise the grid with AI
Standardising grid data through SAP S/4HANA allows E.ON to modernise infrastructure and execute AI deployments. The utility giant manages infrastructure across three distinct domains: energy grids, customer solutions, and energy infrastructure solutions. Maintaining operations across this scope requires continuous capital expenditure on IT hardware and software maintenance. Leadership initially questioned the business case supporting large-scale technology spending.
Anthropic IPO filing marks AI maturing into enterprise utility
Anthropic's IPO filing marks the maturation of generative AI from a research-heavy venture phase into a stabilised enterprise utility. Model developers operating in private markets have prioritised rapid iteration and maximum compute performance over predictable billing cycles.
Scaling safe enterprise AI with OpenAI governance frameworks
OpenAI’s latest governance frameworks offer enterprise leaders a structured blueprint for scaling safe and compliant AI deployments globally. The adoption of large language models has steadily progressed towards requiring sustainable, commercial-grade architecture. OpenAI has released its Frontier Governance Framework (FGF), documenting how the organisation addresses systemic risk assessment and mitigation.
How Canonical Workshop improves agentic AI sandboxing
Canonical’s Workshop tackles developer experience and agentic AI sandboxing, standardising environments via one command. These environments are configured once and can then be reproduced across entirely different machines. This ensures consistent workflows spanning from individual development hardware directly through to deployment pipelines; requiring less time spent managing complex dependencies.
Google Pay preps for AI agents with Universal Commerce Protocol
Google Pay is overhauling its payment infrastructure for an impending wave of transactions from AI agents. The latest updates introduce the Universal Commerce Protocol and a new server architecture, positioning Google Pay as a central clearinghouse for purchases executed by autonomous agents rather than human users.
AI turns Elisa’s idle batteries into energy grid support
Elisa Estonia has deployed an AI optimisation solution across its mobile network to convert backup batteries into energy grid participants. Telecom operators maintain vast networks of battery backup systems at cell sites. Their sole purpose has been to ensure network uptime during power outages. This infrastructure represents a substantial capital investment sitting idle for over 99 percent of its operational life. Elisa is altering this model by implementing Elisa Industriq’s Gridle software.
NVIDIA CUDA 13.3 bridges the Python and C++ divide for AI teams
NVIDIA’s CUDA 13.3 targets the divisions between Python and C++ engineers inside enterprise software teams building AI applications. Python teams often build fast prototypes, while C++ engineers spend weeks trying to wring every bit of performance out of the hardware. CUDA 13.3 attempts to connect those two groups, pointing toward a more integrated development stack.
Scaling 3D physical AI for infrastructure inspections
Niantic and Spexi are combining drone networks with 3D physical AI to automate high-resolution infrastructure inspections at scale. Rendering an accurate digital twin of physical assets across potentially thousands of acres requires overcoming severe data collection barriers. Standard satellite imagery lacks the resolution required for detailed asset management or energy site analysis.
Google folds Display Ads into AI-first Demand Gen platform
Google is folding Display Ads into its AI-powered Demand Gen platform, marking the end of a long-standing digital advertising model. The Google Display Network (GDN) has been a staple of the open internet for almost twenty years. Marketers previously relied on its predictable framework to target placements, bid on audiences, and A/B test static creative across news sites and blogs.
Avrea raises $4.7M to prevent AI code breaking DevOps
AI code generation is breaking DevOps, driving startup Avrea to secure $4.7M to rebuild CI/CD pipelines for automated scaling. Organisations are paying the bill of AI-enabled output volume and velocity in the form of overloaded infrastructure never designed to process software development at a machine-scale pace. CI/CD has operated on assumptions derived from human typing speeds and manual commit rates.
Deloitte: Scale ‘autonomous intelligence’ for real growth
Enterprise leaders must progress past generative applications and scale “autonomous intelligence” to capture real growth. Generating text or summarising internal communications offers localised productivity improvements, yet these abilities rarely alter the core cost or revenue structure of a large organisation. Enterprises are now focused on deploying systems capable of independent execution.
SAP: How enterprise AI governance secures profit margins
According to SAP, enterprise AI governance secures profit margins by replacing statistical guesses with deterministic control. Ask a consumer-grade model to count the words in a document, and it will often miss the mark by ten percent. Manos Raptopoulos, Global President of Customer Success Europe, APAC, Middle East & Africa at SAP, observes that the operational gap between near-perfect and perfect is absolute. “The distance between 90% and 100% accuracy is not incremental.
Open-source registries hit by ‘Mini Shai-Hulud’ supply chain attacks
The open-source supply chain faces another crisis as a sophisticated worm tracked as ‘Mini Shai-Hulud’ attacks multiple ecosystems. Mini Shai-Hulud targets developer credentials and continuous integration environments. The worm breached the popular PyTorch Lightning package on PyPI and the Intercom client on npm. Threat actors subsequently adapted the payload to infiltrate PHP’s Packagist, Ruby Gems, and Go modules.
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