Mechanized AI

AI is not just about the future, it’s transforming legacy systems today. Howard Nicholson (NTT DATA) speaks with Charles Wright (Mechanized AI) and Dr. Ralf Schonherr (Myriad AI) about how AI is modernizing outdated infrastructures, ensuring compliance, and driving real-world impact across industries. From industrial automation to regulatory risk detection, these innovators show how partnerships and collaboration unlock AI’s potential to tackle today’s toughest business challenges. Discover their full conversation here:

🛬 It's wheels down in Las Vegas this week for #OracleAIWorld! 🦾 Our Chief Revenue Officer, Colin VanderSmith, is on the ground connecting with leaders shaping the future of #enterpriseAI. 🚀 He’ll be sharing how Mechanized AI is redefining enterprise modernization — making it faster, smarter, and powered by AI built for real-world complexity. ✨ Colin will also highlight how our mAI Modernize suite helps enterprises modernize #legacysystems at unprecedented speed — mapping entire codebases, upgrading to modern programming languages, and migrating #virtualmachines with AI-driven precision. 🤝 So, if you’re exploring how AI can future-proof your enterprise systems, Colin would love to connect this week at Oracle #AIWorld. 📅 Schedule time with him: colin@mechanized.ai. 👉 Learn more about #mAIModernize: https://lnkd.in/gx8A6ZDP.

95% of enterprise AI agent projects are failing. Here's why the other 5% are generating $500M+ in value. MIT just released the most damning enterprise AI report I've seen. Not because of the technology. Not because of the data. Because of the approach. The enterprises that succeed don't treat agents like glorified chatbots. They understand 7 critical differences: → Static systems die. Learning-capable architectures thrive. → Front-office focus misses 60% higher ROI in back-office workflows   → Internal builds stall 73% longer than external partnerships → Memory management separates winners from the graveyard → You can't debug what you can't see (observability gap) → Governance fragmentation creates 3x more security incidents → Process improvement matters more than accuracy scores The companies generating real value? Lumen Technologies: $50M annual savings Air India: 97% automation of 4M+ queries   Microsoft: $500M savings from call centers alone They didn't get lucky. They followed a blueprint. Comment 'REALITY' and I'll send you the Agentic Readiness Scorecard—the same framework these companies used to avoid becoming part of the 95%. #AgenticAI #EnterpriseAI #AIStrategy #DigitalTransformation

🚀 𝐒𝐞𝐧𝐭𝐢𝐞𝐧𝐭𝐗 𝐚𝐧𝐝 𝐌𝐞𝐜𝐡𝐚𝐧𝐢𝐳𝐞𝐝 𝐀𝐈 𝐩𝐚𝐫𝐭𝐧𝐞𝐫 𝐭𝐨 𝐚𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐞 𝐀𝐈-𝐟𝐢𝐫𝐬𝐭 𝐞𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧 #SentientX and Mechanized AI are joining forces to help consumer products and retail brands modernize legacy platforms and embed AI at the core of their operations, collapsing modernization timelines from months to weeks. 𝐊𝐞𝐲 𝐡𝐢𝐠𝐡𝐥𝐢𝐠𝐡𝐭𝐬: 🔹 Legacy modernization at speed: Use generative and agentic AI to simplify ERP, CRM, and legacy data ecosystems with AI-native connectors, APIs, and autonomous workflows 🔹 AI-first operating models: Embed digital colleagues and agentic AI to reinvent processes across supply chain, finance, and customer experience 🔹 Trust and scalability: Implement transparent, regulator-ready AI governance frameworks for enterprise-level adoption 🔹 Rapid, measurable outcomes: Accelerates business transformation while laying the foundation for fully AI-native operating cores 🔹 Enterprise reinvention: Moves beyond incremental change to AI-powered business and platform re-architecture 𝐑𝐞𝐚𝐝 𝐌𝐨𝐫𝐞 : https://lnkd.in/dSMYz4hv #AI #EnterpriseAI #AIModernization #DigitalTransformation #MechanizedAI

✨ ICYMI: Yesterday, our partners at SentientX AI Innovators announced our new alliance — and we couldn’t be more excited to share the stage. Together, we’re helping #CPG and retail companies move from legacy to leading edge by combining: 🔹 SentientX’s #AI-first operating models and Time-Shift™ delivery framework 🔹 Mechanized AI’s modernization engine and mAI Modernize suite of products This partnership is about more than technology upgrades — it’s about re-architecting how enterprises operate so they can accelerate #transformation and scale with confidence. 👉 Catch the full announcement here: https://lnkd.in/eyewhWj8 👋 Ready to see what our combined expertise can unlock for your business? Let’s talk: https://lnkd.in/gxeDWegB.

🚀 We’re over the moon to announce our new partnership with SentientX AI Innovators! 🤝 Together, we're combining our mAI Modernize suite with their AI-first consulting expertise to help retail and #CPG companies move from legacy to leading edge. 🦾 Key outcomes we're driving with #SentientX: • Modernization at speed — simplifying ERP, CRM, and data ecosystems • AI-first operating models — embedding digital colleagues and #agenticAI • Trust at scale — #governance frameworks for enterprise-ready AI adoption 👉 Read the full announcement here: https://lnkd.in/eZeACYVE 🔓 Discover what our partnership can unlock for your business: https://lnkd.in/gxeDWegB. 🏷️: Anthony DeLima, Sayyed H. Nezhadi

🎉 Yesterday, our CTO Matias Kreder had the incredible opportunity to meet with Dr. Werner Vogels, CTO of Amazon, during an #AWSCommunity event in Argentina! 🏎️ Werner joined local builders for a fireside chat in Buenos Aires, and Matt shared his own builder story — from his start in the #AWSDeepRacer community, to co-founding Mechanized AI, to driving enterprise #modernization today. 🎤 Matt spoke to AWS User Group-BA about the transformative role initiatives like DeepRacer have played in shaping careers, communities, and startups — and reflected on the opportunity for future programs like the #AWS AI League to spark the same kind of global impact. 🦾 He also introduced the audience to Mechanized AI's mission: helping enterprises modernize yesterday’s systems to transform tomorrow. 🙌 A huge thank you to Werner for engaging with the community and inspiring the next generation of builders. 🏗️ We’re energized to keep building with Amazon Web Services (AWS) and to share Mechanized AI’s #AWSome journey on a global stage!

CFOs are pulling funding from 73% of AI projects. The survivors prove value in 90 days. Most execs measure lagging indicators, not what matters: → Process time cut (goal: 90 days to value) → Cost avoidance, not just cost savings → User adoption, not pilot performance → Board-ready ROI frameworks, not "accuracy scores" Comment 'ROI' for the tracking template. #EnterpriseAI #AiROI #DigitalTransformation #CFO

73% of agentic AI bypasses traditional security. The CISO’s new battlefront. AI agents bypass 73% of legacy controls. Most CxOs have no playbook for these threats. Prompt injection is just the start. Here are the 7 security gaps every exec should close: → Agent authentication & authorization (not just user-level) → Prompt injection defense beyond regex → Data exfiltration risk with multi-agent “chaining” → Model poisoning via corrupt tools → Segmentation: agent-to-agent isolation → Audit trails for every decision → Zero-trust, but for agentic Comment ‘SECURE’ for the Agent Security Assessment. #AgenticAI #EnterpriseAI #CISO #AIGovernance