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Covari enables users to forward manufacturing RFQs via email, eliminating the need for portals.
The author created an open-source rubric tool to evaluate agentic AI vendor documentation on tool-call correctness, loop termination, and multi-step state coherence, scored five vendors (Anthropic, OpenAI, LangGraph, Sierra, Salesforce), and requests feedback on methodology and potential bias toward public documentation depth.
A cautionary tale about health-tech founders who build MVPs quickly using AI tools but fail to account for HIPAA compliance, leading to costly fixes or lost clients.
An analysis of the dangers of AI agents in procurement that execute their tasks perfectly but optimize for the wrong metrics, leading to systemic failures that are harder to detect than hallucinations. The article warns that over-optimization for proxies like cost or delivery time can collapse suppliers or violate sustainability regulations, and that human intuition is missing from these systems.
Built a public audit-trail receipt URL for MCP-callable agents, shipped as Apache 2.0 OSS, to address procurement objections by providing consumer-readable audit receipts with supervision checks.
This article argues that specialized small models can outperform larger frontier models in specific enterprise domains at a fraction of the cost, using the DharmaOCR model as a case study. It highlights how training history alignment with deployment tasks can make parameter count less decisive.
Emkara announces fully autonomous AI agents for internal tasks like IT, compliance, and procurement, starting at $5/hour.
NASA has released a solicitation for a $700 million Mars telecommunications orbiter, sparking controversy over eligibility requirements that appear to favor Rocket Lab, and raising questions about the future of the Mars Sample Return mission.
The FBI plans to purchase nationwide access to automated license plate reader data for up to $36 million, allowing warrantless tracking of vehicles across the US.
A $6 3D-printable knob has grounded Black Hawk helicopters for 20 years because the contractor refuses to sell the part or IP, costing taxpayers $40,000 per replacement four times a month. This highlights the need for right to repair in the NDAA.
Alberta's Ministry of Infrastructure canceled a $54 million procurement to replace two legacy computer systems, opting for a more cost-effective approach after years of failed attempts and rising costs.
The UK government is considering ending Palantir's £330 million NHS Federated Data Platform contract early via a break clause next spring, following criticism from MPs, unions, and campaigners who argue the platform underdelivers, locks in NHS data, and transfers no intellectual property to the health service.
Ukraine's Ministry of Defense plans to procure 25,000 ground robotic systems in the first half of 2026, doubling 2025 procurement levels, with the goal of automating 100% of frontline logistics. The expansion reflects Ukraine's rapid scaling of domestic robotics manufacturing, which now includes over 280 companies and 550 active solutions.
Nooxit offers AI workers for procurement back office operations, claiming 90% cost savings through automation.