https://ur-ai.net/blog Perspectives on AI, M&A due diligence, and the future of deal execution from the team building Specter at Ur AI. en Mon, 01 Jun 2026 04:27:24 GMT https://ur-ai.net/og-image.png https://ur-ai.net/blog https://ur-ai.net/blog/ai-capability-enterprise https://ur-ai.net/blog/ai-capability-enterprise AI capability is an organization’s ability to deploy, measure, and scale AI in a repeatable, value-driven way — not one-off projects, but an operating capability. Here is what it includes, the maturity stages, why most efforts stall in pilots, and how to build capability you can trust. Mon, 01 Jun 2026 00:00:00 GMT insights contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/ma-due-diligence-checklist https://ur-ai.net/blog/ma-due-diligence-checklist A complete M&A due diligence checklist organizes the review into about 12 workstreams and 180+ items — from corporate records and financials to IP, data privacy, and environmental. Here is the full checklist, the red flags to watch, and how to work it faster. Tue, 26 May 2026 00:00:00 GMT insights contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/generative-ai-due-diligence https://ur-ai.net/blog/generative-ai-due-diligence Generative AI is now mainstream in M&A — 86% of corporate and PE leaders use it, per Deloitte. This guide covers how GenAI is used in due diligence, the evidence on speed and cost, the real risks, and why auditable, human-led AI is the version that works. Tue, 19 May 2026 00:00:00 GMT insights contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/due-diligence-cost-guide https://ur-ai.net/blog/due-diligence-cost-guide M&A due diligence cost is driven mostly by deal size, scope, and the volume of documents reviewed. This guide breaks down typical ranges, the cost of each workstream, and how AI cuts the largest expense — review hours. Tue, 12 May 2026 00:00:00 GMT insights contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/nebula-public-release-ai-ready-document-parser https://ur-ai.net/blog/nebula-public-release-ai-ready-document-parser Nebula is now available as a public initial release, converting PDFs, PowerPoint files, charts, tables, and business documents into AI-ready Markdown for LLM, RAG, and agent workflows. Fri, 01 May 2026 00:00:00 GMT product contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/deepcore-openai-hackathon-tokyo https://ur-ai.net/blog/deepcore-openai-hackathon-tokyo Ur AI members joined the DeepCore × OpenAI Hackathon in Tokyo, where teams featuring Teruaki Terai and Sandeep Yella placed 1st and 2nd in a fast two-hour build competition. Fri, 24 Apr 2026 00:00:00 GMT partnerships contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/softbank-gpu-infrastructure https://ur-ai.net/blog/softbank-gpu-infrastructure We are working with SoftBank Corp. to leverage their AI data center GPU infrastructure to accelerate the development of Specter's AI capabilities. Thu, 16 Apr 2026 00:00:00 GMT partnerships contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/ai-ready-parser-benchmark https://ur-ai.net/blog/ai-ready-parser-benchmark The Ur-AI Parser API achieves parity with Azure Document Intelligence and LlamaParse on text and table reasoning — and outperforms Azure by 28 percentage points on chart understanding. Validated on 25 Japanese enterprise and financial documents across 363 tasks, with results that traditional OCR metrics (CER, TEDS) fail to capture. Fri, 10 Apr 2026 00:00:00 GMT research contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/specter-three-technical-pillars https://ur-ai.net/blog/specter-three-technical-pillars What makes Specter different is not just AI — it is the proprietary technology stack we built around it. Here are the three pillars that power accurate, auditable due diligence. Tue, 17 Mar 2026 00:00:00 GMT product contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/soc2-type2-certification-vanta https://ur-ai.net/blog/soc2-type2-certification-vanta We are proud to announce that Ur AI has commenced both its SOC 2 Type 2 and GDPR certification processes through Vanta, with the SOC 2 audit engagement scheduled to begin on March 27, 2026. This marks our continued commitment to enterprise-grade security and data privacy. Thu, 26 Feb 2026 00:00:00 GMT partnerships contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/data-room-to-ic-memo-new-workflow https://ur-ai.net/blog/data-room-to-ic-memo-new-workflow A step-by-step look at how Specter's AI-powered workflow compresses the due diligence timeline from weeks to hours without sacrificing depth or accuracy. Sat, 21 Feb 2026 00:00:00 GMT product contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/enterprise-customer-traction https://ur-ai.net/blog/enterprise-customer-traction We are proud to share that Specter has secured multiple paying customers and pilots, including Fortune 100 companies of Japan origin, validating enterprise demand for AI-powered due diligence. Sun, 15 Feb 2026 00:00:00 GMT product contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/ai-citation-verification-building-trust https://ur-ai.net/blog/ai-citation-verification-building-trust Specter's citation verification is not a post-processing check — it is a structural guarantee. Here is how a DD-specific ontology, knowledge graph, and minute-level metadata tracking combine to make every finding verifiable with a single click. Sat, 14 Feb 2026 00:00:00 GMT product contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/cross-border-ma-multilanguage-ai-analysis https://ur-ai.net/blog/cross-border-ma-multilanguage-ai-analysis Cross-border deals involving documents in multiple languages have always been among the most complex and expensive. AI is changing that equation fundamentally. Sat, 07 Feb 2026 00:00:00 GMT insights contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/incubate-fund-financing https://ur-ai.net/blog/incubate-fund-financing We are excited to announce that we have secured financing from Incubate Fund, one of Japan's most prominent early-stage venture capital firms, to accelerate Specter development and market expansion. Mon, 26 Jan 2026 00:00:00 GMT partnerships contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/how-ai-is-transforming-ma-due-diligence https://ur-ai.net/blog/how-ai-is-transforming-ma-due-diligence From automated document analysis to AI-generated IC memos, the industry is in the early innings of a technology shift that will redefine how deals get done. Thu, 22 Jan 2026 00:00:00 GMT insights contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/specter-product-launch https://ur-ai.net/blog/specter-product-launch Specter, our AI-powered due diligence platform, is now live — delivering 100% auditable analysis, multi-language support, and human-directed AI workflows to deal teams worldwide. Wed, 14 Jan 2026 00:00:00 GMT product contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/iso27001-certification https://ur-ai.net/blog/iso27001-certification We are proud to announce that Ur AI has obtained ISO 27001 certification, following a rigorous audit by Bureau Veritas Japan in December 2025. Security has always been core to how we build — this certification reflects that commitment. Fri, 09 Jan 2026 00:00:00 GMT security contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/why-traditional-due-diligence-is-broken https://ur-ai.net/blog/why-traditional-due-diligence-is-broken Deal teams spend weeks buried in data rooms, producing reports riddled with human error. The industry is overdue for a fundamental rethink of how due diligence works. Mon, 22 Dec 2025 00:00:00 GMT insights contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/fine-tuning-philosophy-why-urai-builds-on-existing-models https://ur-ai.net/blog/fine-tuning-philosophy-why-urai-builds-on-existing-models UrAI builds reliable, enterprise-grade AI products on top of existing foundation models — not by reinventing the engine. Here is why that matters. Mon, 08 Dec 2025 00:00:00 GMT product contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/hidden-cost-of-slow-due-diligence https://ur-ai.net/blog/hidden-cost-of-slow-due-diligence Speed in due diligence isn't just about convenience — it directly impacts deal pricing, competitive positioning, and post-acquisition value creation. Mon, 08 Sep 2025 00:00:00 GMT insights contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/japan-finance-corporation-loan https://ur-ai.net/blog/japan-finance-corporation-loan Within months of our founding, we secured the largest loan at time of issuance under Japan Finance Corporation's 新規開業・スタートアップ支援資金 (New Business Startup Support Fund) program — funding Specter's development and our commitment to AI innovation from Japan. Fri, 01 Aug 2025 00:00:00 GMT partnerships contact@ur-ai.net (Sandeep Yella) https://ur-ai.net/blog/human-ai-collaboration-not-full-automation https://ur-ai.net/blog/human-ai-collaboration-not-full-automation The most effective AI tools don't replace human judgment — they amplify it. Here's why the human-in-the-loop approach produces better deal outcomes than full automation. Thu, 22 May 2025 00:00:00 GMT insights contact@ur-ai.net (Sandeep Yella)