Palo Alto Networks agreed to acquire Console, a startup using AI agents to automate parts of IT help desk workflows. The deal reportedly cost $500 million in cash and stock. Console will be integrated into Palo Alto Networks’ Cortex platform to let security teams investigate and resolve alerts using natural language.
Wonderful AI BV announced a $550 million Series C funding round for its enterprise AI agent automation platform. The round values the company at $5 billion. The additional capital is intended to accelerate product development and expand its international forward deployed engineering teams.
Nex was launched as an AI workflow automation tool to build and run high-volume GTM (go-to-market) workflows that general-purpose agents struggle with. The product is described as being built by ex-HubSpot staff who ran its three largest customer platforms and backed by HubSpot founder Dharmesh Shah. It positions Nex as a specialized option for complex marketing and sales automation workflows rather than a general-purpose AI agent platform.
Edyt launched today as an app for rewriting, explaining, and translating text across Mac and Windows using shortcuts. It lets you select text and press one shortcut to place the result at your cursor. It expands to more platforms later and adds saved prompts that sync across machines under the same account.
The article describes a generative AI system on AWS that turns support training recordings into SOPs, uses RAG to guide ticket resolution, and predicts SLA risk while automating ticket actions with human approval. The system’s analytics dashboards are built with Amazon Quick and include ML-based SLA risk scoring. It changes support operations from reactive, hard-to-find guidance and retrospective reporting into a feedback loop that updates SOP knowledge and provides real-time workload and risk visibility.
An AWS team built an automated content validation system to catch dashboard failures that infrastructure monitoring misses, by visually and numerically checking hundreds of dashboards and alerting owners. The setup cut mean time to detection from up to 72 hours to less than 1 hour. As a result, content issues that previously required user reports became detectable in under 1 percent of cases with real-time Slack notifications and faster owner fixes.
Walmart Global Tech engineer Saurabh Kumar redesigned a high-volume scoring system to remove a monolithic bottleneck. The update cut P99 latency by over 50%. It decoupled scoring into its own microservice and used Java fine-grained parallelism to score multiple items at once, plus it later enabled faster ML deployments and a rebuilt A/B testing platform.
Wonderful, the Netherlands-based AI startup selling AI services for business productivity, raised about $550 million at a $5 billion valuation in a Series C round led by Insight Partners with new participation from Salesforce. The round values the company at $5B, following another funding round six months earlier at about $150M and a $2B valuation. Wonderful says it will use the money to improve its product and hire hundreds of engineers as it expands its enterprise capabilities across more workflows and markets.
Wonderful raised $550 million in a Series C round, lifting its valuation to $5 billion and more than doubling its prior $2 billion valuation from the previous funding nearly six months earlier. The round values the company at $5B. The company will use the money to develop products faster, expand its forward-deployed engineering teams, and meet rising demand for its AI platform after shifting from its customer-service agent origins toward “Wonderful AI OS.”
Reliance Jio expanded its JioPC cloud PC subscription beyond its own broadband customers to any internet user in India so existing computers can run AI-ready workloads without hardware upgrades. The standalone plans start at ₹1,000 for two months, with a ₹4,000 12-month option for 8GB RAM and 500GB storage. The move shifts PC usage from owning local hardware toward paying for streamed computing capacity and tests whether users accept recurring internet-dependent service instead of buying new PCs.
The article argues that organizations that prioritize AI access but not AI fluency see uneven adoption and declining performance in some teams. A Harvard Business School study found workers using AI completed tasks 25% faster but performance declined when they didn’t understand where the tools applied. It recommends shifting to an operating model with a central “hub” and AI engineers embedded in departments to provide guidance, re-engineer workflows, and build ongoing fluency.
Amazon announced that Alexa for Shopping can help customers check whether messages they received from Amazon are scams by analyzing sender details and message metadata. It will address about 360,000 customer-service inquiries each year. Customers can now ask the AI for a confirmation, and Amazon says the system should improve as more reports are received.
Uplift Ventures launched an inaugural €100 million venture capital fund for European deeptech startups at late Seed and Series A.
The fund plans to back up to 20 startups.
It will provide financing and support via a long-term global network while adding Christian Noske as a General Partner to the team.
Hiasynth raised an angel round led by Further Than Capital after building a 1:1 synthetic, queryable model of Europe’s population. The model contains 500 million personas across 37 countries with over 600 attributes each. It’s planned to launch in September 2026 at Bits & Pretzels and be available via MCP so AI assistants can query the data instead of relying on plausible-but-unchanged market guesses.
Conveo raised $50 million in Series A funding to expand its AI-powered consumer intelligence platform for enterprise use in the US. The round was led by DST Global Partners and brought Conveo’s total funding to $55.8 million. Conveo will use the money to scale its platform and extend it from standalone research projects toward a continuous, shared consumer knowledge base via StoryLines.
Adobe acquired India-based marketing intelligence startup Rilo via a deal that included licensing and a team acquisition, which the company confirmed to TechCrunch. The startup was founded in 2025 and previously raised $1 million at a $10 million valuation. Rilo will shut down, and Adobe plans to integrate some of its IP and a six-member team to automate marketing workflows.
Axon says police customers are asking it to redesign its fixed Outpost ALPR cameras so they don’t look like Flock cameras after widespread vandalism of Flock devices. The changes discussed include altering the cameras’ general shape, versus making ALPR locations and city policies more explicit, as raised in a now-deleted August 26 webinar. Axon is now “looking at” design options pending customer feedback rather than keeping the same visual look as Flock.
Jabil pursued enterprise integration to reduce disconnected site tools, data silos, and manual workarounds across its global manufacturing network. The effort targets more than 100 sites across 30-plus countries using SAP’s Integration Suite as a foundation. With a standardized, end-to-end data backbone in place, Jabil expects better real-time supply-chain visibility and a stronger platform for predictive insights, exception handling, and AI-driven planning.
IBM and Confluent are adding IBM Granite time series foundation models to Confluent Cloud so they can run stream-native via Flink SQL where business data already moves. The models are in Early Access on Confluent Cloud, with “44M+ downloads” behind them. Teams can replace bespoke per-series model builds with function calls that run forecasting and anomaly detection on live streams and write inference results back to Kafka.
Anthropic announced Enterprise Frontier Safeguards (EFS), an architecture intended to combine zero data retention with cross-session misuse detection. EFS is scheduled to roll out in phases with broad availability later this fall. EFS moves monitoring data storage into the customer-controlled cloud under customer-managed keys while keeping automated detection with Anthropic, and it requires no Anthropic human review.
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