At Hyperbots, our AI stack is now powered by AI. Deep AI research at a break-neck pace is critical. We now have the new age AI-stack. This not only gave us a 10-15x throttle, but much more. Our ML research stack is powered by an autonomous multi-agent system that runs the entire LLM/VLM lifecycle end-to-end: → Literature review (deep domain research) → Dataset analysis & quality checks (data, data, data) → Environment infra setup (ai - ml ops) → Distributed training & monitoring (ml infra) → Evaluation & benchmarking (evals) → Failure analysis & debugging (more evals) → Reporting & experiment memory (analytics..) The architecture at a high level: one orchestrator, seven specialized research-engineering subagents. Each of them triggering continuous experiment loops. Minimal but critical human intervention. The result: ⚡ Faster iteration cycles 📈 Better benchmark performance 🧠 Persistent experiment memory across runs 🔁 Self-improving research workflows Try this out right here: apis.hyperbots.com This is what happens when AI agents move beyond copilots and become full-stack research engineers. The future of model development is autonomous and we are definitely seeing those gains in our Finance AI journey. #AIAgents #MachineLearning #LLM #VLM #MLOps #Hyperbots #HyperAPI #anthropic #AWS #FinanceAI #FinanceDocAI #EnterpriseDocAI

Introducing MTF Hyperbots! Find your favourite @HyperliquidX market, find a quant-level edge with @x402agora, and $MTF will build and deploy your bot. Sibling of @MTFpolybots and @MTFLimitbots.

Every single day brings exciting news about AI development in finance. I’ve just finished reviewing several ERPs and financial close software. I’m happy to share my findings with you, packaged into this visual. Oracle NetSuite – Uses AI connector services to flexibly integrate external AI tools with core financial data, enabling faster analysis and better decision-making. insightsoftware – Lineos AI transforms financial data into actionable insights by automating analysis of growth, profitability, and business drivers. Campfire – Core Accounting with AI to streamline the recording and reconciliation of key numbers and support a clear, reliable close process. What John Glasgow and his team are doing is incredible. FloQast – FloQast AI agents automate the close, reduce manual work, and improve accuracy with intelligent controls and continuous workflows. IRIS CARBON® – I have real demo at recent FATE with Aakanksha Swaminathan IRIS Carbon AI helps maintain accurate, compliant financial reporting and disclosure through automated validation and stronger governance. Workday – Workday Illuminate applies AI and automation across planning, analytics, and finance operations to support enterprise‑scale decision‑making. Finnt – headed by Anji Ismail, Finnt AI agents streamline multi‑entity, multi‑currency close, automate document management, and reduce manual work in financial reporting. Hyperbots Inc. – Agentic AI automates complex finance workflows such as AP/AR, reconciliations, and controls, handling high‑volume tasks at scale. Last but not least, Maxima , had very insightful conversation yesterday with Yogi Goel. This AI‑powered enterprise accounting and compliance platform that automates record‑to‑report processes end‑to‑end with strong controls. The shift is clear: ERPs are evolving from transaction engines into AI-driven finance copilots. The real advantage will not come from adopting AI first — but from embedding it correctly into finance workflows. 𝘕𝘰𝘵𝘪𝘤𝘦: 𝘛𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘰𝘣𝘫𝘦𝘤𝘵𝘪𝘷𝘦 𝘢𝘯𝘥 𝘪𝘯𝘥𝘦𝘱𝘦𝘯𝘥𝘦𝘯𝘵. 𝘈𝘭𝘭 𝘳𝘦𝘷𝘪𝘦𝘸𝘴, 𝘳𝘢𝘵𝘪𝘯𝘨𝘴, 𝘢𝘯𝘥 𝘤𝘰𝘮𝘱𝘢𝘳𝘪𝘴𝘰𝘯𝘴 𝘢𝘳𝘦 𝘣𝘢𝘴𝘦𝘥 𝘴𝘰𝘭𝘦𝘭𝘺 𝘰𝘯 𝘵𝘩𝘦 𝘢𝘶𝘵𝘩𝘰𝘳'𝘴 𝘱𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘳𝘦𝘴𝘦𝘢𝘳𝘤𝘩. 𝘕𝘰 𝘧𝘪𝘯𝘢𝘯𝘤𝘪𝘢𝘭 𝘤𝘰𝘮𝘱𝘦𝘯𝘴𝘢𝘵𝘪𝘰𝘯 𝘰𝘳 𝘱𝘢𝘺𝘮𝘦𝘯𝘵𝘴 𝘸𝘦𝘳𝘦 𝘳𝘦𝘤𝘦𝘪𝘷𝘦𝘥 𝘧𝘳𝘰𝘮 𝘢𝘯𝘺 𝘷𝘦𝘯𝘥𝘰𝘳 𝘧𝘰𝘳 𝘵𝘩𝘦 𝘱𝘶𝘳𝘱𝘰𝘴𝘦 𝘰𝘧 𝘭𝘪𝘴𝘵𝘪𝘯𝘨. 𝘛𝘩𝘦 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯 𝘤𝘰𝘯𝘵𝘢𝘪𝘯𝘦𝘥 𝘪𝘯 𝘵𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘱𝘳𝘰𝘷𝘪𝘥𝘦𝘥 𝘧𝘰𝘳 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘱𝘶𝘳𝘱𝘰𝘴𝘦𝘴 𝘰𝘯𝘭𝘺. The list of tools is presented randomly, with no ranking involved. Join the first AI-powered ExpoSummit for finance leaders – CFO AI Nexus. Register here: cfoainexus.com/

The AI revolution in finance is here. Get your Early Bird ticket for CFO AI Nexus at cfoainexus.com/ and lead the change. Two days of pure execution, no hype. Learn how top finance teams are scaling their impact with the latest AI tech. Every single day brings exciting news about AI development in finance. I’ve just finished reviewing several ERPs and financial close software. I’m happy to share my findings with you, packaged into this visual. Oracle NetSuite – Uses AI connector services to flexibly integrate external AI tools with core financial data, enabling faster analysis and better decision-making. insightsoftware – Lineos AI transforms financial data into actionable insights by automating analysis of growth, profitability, and business drivers. Campfire – Core Accounting with AI to streamline the recording and reconciliation of key numbers and support a clear, reliable close process. What John Glasgow and his team are doing is incredible. FloQast – FloQast AI agents automate the close, reduce manual work, and improve accuracy with intelligent controls and continuous workflows. IRIS CARBON® – I have real demo at recent FATE with Aakanksha Swaminathan IRIS Carbon AI helps maintain accurate, compliant financial reporting and disclosure through automated validation and stronger governance. Workday – Workday Illuminate applies AI and automation across planning, analytics, and finance operations to support enterprise‑scale decision‑making. Finnt – headed by Anji Ismail, Finnt AI agents streamline multi‑entity, multi‑currency close, automate document management, and reduce manual work in financial reporting. Hyperbots Inc. – Agentic AI automates complex finance workflows such as AP/AR, reconciliations, and controls, handling high‑volume tasks at scale. Last but not least, Maxima , had very insightful conversation yesterday with Yogi Goel. This AI‑powered enterprise accounting and compliance platform that automates record‑to‑report processes end‑to‑end with strong controls. The shift is clear: ERPs are evolving from transaction engines into AI-driven finance copilots. The real advantage will not come from adopting AI first — but from embedding it correctly into finance workflows. 𝘕𝘰𝘵𝘪𝘤𝘦: 𝘛𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘰𝘣𝘫𝘦𝘤𝘵𝘪𝘷𝘦 𝘢𝘯𝘥 𝘪𝘯𝘥𝘦𝘱𝘦𝘯𝘥𝘦𝘯𝘵. 𝘈𝘭𝘭 𝘳𝘦𝘷𝘪𝘦𝘸𝘴, 𝘳𝘢𝘵𝘪𝘯𝘨𝘴, 𝘢𝘯𝘥 𝘤𝘰𝘮𝘱𝘢𝘳𝘪𝘴𝘰𝘯𝘴 𝘢𝘳𝘦 𝘣𝘢𝘴𝘦𝘥 𝘴𝘰𝘭𝘦𝘭𝘺 𝘰𝘯 𝘵𝘩𝘦 𝘢𝘶𝘵𝘩𝘰𝘳'𝘴 𝘱𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘳𝘦𝘴𝘦𝘢𝘳𝘤𝘩. 𝘕𝘰 𝘧𝘪𝘯𝘢𝘯𝘤𝘪𝘢𝘭 𝘤𝘰𝘮𝘱𝘦𝘯𝘴𝘢𝘵𝘪𝘰𝘯 𝘰𝘳 𝘱𝘢𝘺𝘮𝘦𝘯𝘵𝘴 𝘸𝘦𝘳𝘦 𝘳𝘦𝘤𝘦𝘪𝘷𝘦𝘥 𝘧𝘳𝘰𝘮 𝘢𝘯𝘺 𝘷𝘦𝘯𝘥𝘰𝘳 𝘧𝘰𝘳 𝘵𝘩𝘦 𝘱𝘶𝘳𝘱𝘰𝘴𝘦 𝘰𝘧 𝘭𝘪𝘴𝘵𝘪𝘯𝘨. 𝘛𝘩𝘦 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯 𝘤𝘰𝘯𝘵𝘢𝘪𝘯𝘦𝘥 𝘪𝘯 𝘵𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘱𝘳𝘰𝘷𝘪𝘥𝘦𝘥 𝘧𝘰𝘳 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘱𝘶𝘳𝘱𝘰𝘴𝘦𝘴 𝘰𝘯𝘭𝘺. The list of tools is presented randomly, with no ranking involved.

Every single day brings exciting news about AI development in finance. I’ve just finished reviewing several ERPs and financial close software. I’m happy to share my findings with you, packaged into this visual. Oracle NetSuite – Uses AI connector services to flexibly integrate external AI tools with core financial data, enabling faster analysis and better decision-making. insightsoftware – Lineos AI transforms financial data into actionable insights by automating analysis of growth, profitability, and business drivers. Campfire – Core Accounting with AI to streamline the recording and reconciliation of key numbers and support a clear, reliable close process. What John Glasgow and his team are doing is incredible. FloQast – FloQast AI agents automate the close, reduce manual work, and improve accuracy with intelligent controls and continuous workflows. IRIS CARBON® – I have real demo at recent FATE with Aakanksha Swaminathan IRIS Carbon AI helps maintain accurate, compliant financial reporting and disclosure through automated validation and stronger governance. Workday – Workday Illuminate applies AI and automation across planning, analytics, and finance operations to support enterprise‑scale decision‑making. Finnt – headed by Anji Ismail, Finnt AI agents streamline multi‑entity, multi‑currency close, automate document management, and reduce manual work in financial reporting. Hyperbots Inc. – Agentic AI automates complex finance workflows such as AP/AR, reconciliations, and controls, handling high‑volume tasks at scale. Last but not least, Maxima , had very insightful conversation yesterday with Yogi Goel. This AI‑powered enterprise accounting and compliance platform that automates record‑to‑report processes end‑to‑end with strong controls. The shift is clear: ERPs are evolving from transaction engines into AI-driven finance copilots. The real advantage will not come from adopting AI first — but from embedding it correctly into finance workflows. 𝘕𝘰𝘵𝘪𝘤𝘦: 𝘛𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘰𝘣𝘫𝘦𝘤𝘵𝘪𝘷𝘦 𝘢𝘯𝘥 𝘪𝘯𝘥𝘦𝘱𝘦𝘯𝘥𝘦𝘯𝘵. 𝘈𝘭𝘭 𝘳𝘦𝘷𝘪𝘦𝘸𝘴, 𝘳𝘢𝘵𝘪𝘯𝘨𝘴, 𝘢𝘯𝘥 𝘤𝘰𝘮𝘱𝘢𝘳𝘪𝘴𝘰𝘯𝘴 𝘢𝘳𝘦 𝘣𝘢𝘴𝘦𝘥 𝘴𝘰𝘭𝘦𝘭𝘺 𝘰𝘯 𝘵𝘩𝘦 𝘢𝘶𝘵𝘩𝘰𝘳'𝘴 𝘱𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘳𝘦𝘴𝘦𝘢𝘳𝘤𝘩. 𝘕𝘰 𝘧𝘪𝘯𝘢𝘯𝘤𝘪𝘢𝘭 𝘤𝘰𝘮𝘱𝘦𝘯𝘴𝘢𝘵𝘪𝘰𝘯 𝘰𝘳 𝘱𝘢𝘺𝘮𝘦𝘯𝘵𝘴 𝘸𝘦𝘳𝘦 𝘳𝘦𝘤𝘦𝘪𝘷𝘦𝘥 𝘧𝘳𝘰𝘮 𝘢𝘯𝘺 𝘷𝘦𝘯𝘥𝘰𝘳 𝘧𝘰𝘳 𝘵𝘩𝘦 𝘱𝘶𝘳𝘱𝘰𝘴𝘦 𝘰𝘧 𝘭𝘪𝘴𝘵𝘪𝘯𝘨. 𝘛𝘩𝘦 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯 𝘤𝘰𝘯𝘵𝘢𝘪𝘯𝘦𝘥 𝘪𝘯 𝘵𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘱𝘳𝘰𝘷𝘪𝘥𝘦𝘥 𝘧𝘰𝘳 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘱𝘶𝘳𝘱𝘰𝘴𝘦𝘴 𝘰𝘯𝘭𝘺. The list of tools is presented randomly, with no ranking involved.

Want to see how AI really works in finance? Join my LIVE WEBINAR— 12 AI Practical Cases for FP&A: luma.com/szlqxxyl Are spreadsheets slowing you down? The fastest-growing finance teams are no longer spending hours on manual tasks. They are leveraging AI to automate, predict, and close the books at warp speed. Here are a six critical categories where AI is delivering massive ROI right now. 𝟭. 𝗔𝗣/𝗔𝗥 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 Precisely extract/manage invoice data, eliminating manual entry errors. Speeds up invoice processing from days to minutes. Thanks to 𝟮. 𝗔𝗰𝗰𝗼𝘂𝗻𝘁𝗶𝗻𝗴 / 𝗧𝗿𝗲𝗮𝘀𝘂𝗿𝘁 Predictive transaction matching learns from historical data to automatically reconcile over 90% of bank entries with appropriate accounts. Scan to record options. Thanks to Nilus and Yoni Argaman I've learned more about what treasury AI agents is doing. 𝟯. 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗖𝗹𝗼𝘀𝗲 / 𝗥𝗲𝗽𝗼𝗿𝘁𝗶𝗻𝗴 Intelligent inter-company matching automatically. Cuts the financial closing process time significantly and improves data consistency. Campfire 𝟰. 𝗙𝗣&𝗔 AI-Driven "What-If" Simulations model hundreds of scenarios (e.g., cost increases, sales drops) in seconds, providing optimal strategic recommendations. Allows finance teams to move from simple analysis to active, robust forecasting. 𝟱. 𝗘𝘅𝗽𝗲𝗻𝘀𝗲 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 Automated fraud and non-compliance detection uses AI to check expense receipts against company policies and flag unusual spending patterns. Guarantees policy adherence and provides real-time oversight of expenditures. 𝟲. 𝗔𝗜 𝗦𝗽𝗿𝗲𝗮𝗱𝘀𝗵𝗲𝗲𝘁𝘀 / 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 Natural language data analysis allows users to ask complex data questions and receive instant charts and insights without writing formulas. Democratizes data analysis, making it accessible to every finance professional. Currently testing trufflepig it looks promissing. Thanks to Nummo and Joon Lim for discovering of modeling features. Just to mention some of them I had a chance to look into at recent FATE conference: Preql AI, Brex, Ramp, Rillet, FloQast , Maximor AI , Armanino, Paylocity , Yooz , Rippling , Hyperbots Inc. Finnt and others...

Every single day brings exciting news about AI development in finance. I’ve just finished reviewing several ERPs and financial close software. I’m happy to share my findings with you, packaged into this visual. Oracle NetSuite – Uses AI connector services to flexibly integrate external AI tools with core financial data, enabling faster analysis and better decision-making. insightsoftware – Lineos AI transforms financial data into actionable insights by automating analysis of growth, profitability, and business drivers. Campfire – Core Accounting with AI to streamline the recording and reconciliation of key numbers and support a clear, reliable close process. What John Glasgow and his team are doing is incredible. FloQast – FloQast AI agents automate the close, reduce manual work, and improve accuracy with intelligent controls and continuous workflows. IRIS CARBON® – I have real demo at recent FATE with Aakanksha Swaminathan IRIS Carbon AI helps maintain accurate, compliant financial reporting and disclosure through automated validation and stronger governance. Workday – Workday Illuminate applies AI and automation across planning, analytics, and finance operations to support enterprise‑scale decision‑making. Finnt – headed by Anji Ismail, Finnt AI agents streamline multi‑entity, multi‑currency close, automate document management, and reduce manual work in financial reporting. Hyperbots Inc. – Agentic AI automates complex finance workflows such as AP/AR, reconciliations, and controls, handling high‑volume tasks at scale. Last but not least, Maxima , had very insightful conversation yesterday with Yogi Goel. This AI‑powered enterprise accounting and compliance platform that automates record‑to‑report processes end‑to‑end with strong controls. The shift is clear: ERPs are evolving from transaction engines into AI-driven finance copilots. The real advantage will not come from adopting AI first — but from embedding it correctly into finance workflows. 𝘕𝘰𝘵𝘪𝘤𝘦: 𝘛𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘰𝘣𝘫𝘦𝘤𝘵𝘪𝘷𝘦 𝘢𝘯𝘥 𝘪𝘯𝘥𝘦𝘱𝘦𝘯𝘥𝘦𝘯𝘵. 𝘈𝘭𝘭 𝘳𝘦𝘷𝘪𝘦𝘸𝘴, 𝘳𝘢𝘵𝘪𝘯𝘨𝘴, 𝘢𝘯𝘥 𝘤𝘰𝘮𝘱𝘢𝘳𝘪𝘴𝘰𝘯𝘴 𝘢𝘳𝘦 𝘣𝘢𝘴𝘦𝘥 𝘴𝘰𝘭𝘦𝘭𝘺 𝘰𝘯 𝘵𝘩𝘦 𝘢𝘶𝘵𝘩𝘰𝘳'𝘴 𝘱𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘳𝘦𝘴𝘦𝘢𝘳𝘤𝘩. 𝘕𝘰 𝘧𝘪𝘯𝘢𝘯𝘤𝘪𝘢𝘭 𝘤𝘰𝘮𝘱𝘦𝘯𝘴𝘢𝘵𝘪𝘰𝘯 𝘰𝘳 𝘱𝘢𝘺𝘮𝘦𝘯𝘵𝘴 𝘸𝘦𝘳𝘦 𝘳𝘦𝘤𝘦𝘪𝘷𝘦𝘥 𝘧𝘳𝘰𝘮 𝘢𝘯𝘺 𝘷𝘦𝘯𝘥𝘰𝘳 𝘧𝘰𝘳 𝘵𝘩𝘦 𝘱𝘶𝘳𝘱𝘰𝘴𝘦 𝘰𝘧 𝘭𝘪𝘴𝘵𝘪𝘯𝘨. 𝘛𝘩𝘦 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯 𝘤𝘰𝘯𝘵𝘢𝘪𝘯𝘦𝘥 𝘪𝘯 𝘵𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘱𝘳𝘰𝘷𝘪𝘥𝘦𝘥 𝘧𝘰𝘳 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘱𝘶𝘳𝘱𝘰𝘴𝘦𝘴 𝘰𝘯𝘭𝘺. The list of tools is presented randomly, with no ranking involved.

Every single day brings exciting news about AI development in finance. I’ve just finished reviewing several ERPs and financial close software. I’m happy to share my findings with you, packaged into this visual. Oracle NetSuite – Uses AI connector services to flexibly integrate external AI tools with core financial data, enabling faster analysis and better decision-making. insightsoftware – Lineos AI transforms financial data into actionable insights by automating analysis of growth, profitability, and business drivers. Campfire – Core Accounting with AI to streamline the recording and reconciliation of key numbers and support a clear, reliable close process. What John Glasgow and his team are doing is incredible. FloQast – FloQast AI agents automate the close, reduce manual work, and improve accuracy with intelligent controls and continuous workflows. IRIS CARBON® – I have real demo at recent FATE with Aakanksha Swaminathan IRIS Carbon AI helps maintain accurate, compliant financial reporting and disclosure through automated validation and stronger governance. Workday – Workday Illuminate applies AI and automation across planning, analytics, and finance operations to support enterprise‑scale decision‑making. Finnt – headed by Anji Ismail, Finnt AI agents streamline multi‑entity, multi‑currency close, automate document management, and reduce manual work in financial reporting. Hyperbots Inc. – Agentic AI automates complex finance workflows such as AP/AR, reconciliations, and controls, handling high‑volume tasks at scale. Last but not least, Maxima , had very insightful conversation yesterday with Yogi Goel. This AI‑powered enterprise accounting and compliance platform that automates record‑to‑report processes end‑to‑end with strong controls. The shift is clear: ERPs are evolving from transaction engines into AI-driven finance copilots. The real advantage will not come from adopting AI first — but from embedding it correctly into finance workflows. 𝘕𝘰𝘵𝘪𝘤𝘦: 𝘛𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘰𝘣𝘫𝘦𝘤𝘵𝘪𝘷𝘦 𝘢𝘯𝘥 𝘪𝘯𝘥𝘦𝘱𝘦𝘯𝘥𝘦𝘯𝘵. 𝘈𝘭𝘭 𝘳𝘦𝘷𝘪𝘦𝘸𝘴, 𝘳𝘢𝘵𝘪𝘯𝘨𝘴, 𝘢𝘯𝘥 𝘤𝘰𝘮𝘱𝘢𝘳𝘪𝘴𝘰𝘯𝘴 𝘢𝘳𝘦 𝘣𝘢𝘴𝘦𝘥 𝘴𝘰𝘭𝘦𝘭𝘺 𝘰𝘯 𝘵𝘩𝘦 𝘢𝘶𝘵𝘩𝘰𝘳'𝘴 𝘱𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘳𝘦𝘴𝘦𝘢𝘳𝘤𝘩. 𝘕𝘰 𝘧𝘪𝘯𝘢𝘯𝘤𝘪𝘢𝘭 𝘤𝘰𝘮𝘱𝘦𝘯𝘴𝘢𝘵𝘪𝘰𝘯 𝘰𝘳 𝘱𝘢𝘺𝘮𝘦𝘯𝘵𝘴 𝘸𝘦𝘳𝘦 𝘳𝘦𝘤𝘦𝘪𝘷𝘦𝘥 𝘧𝘳𝘰𝘮 𝘢𝘯𝘺 𝘷𝘦𝘯𝘥𝘰𝘳 𝘧𝘰𝘳 𝘵𝘩𝘦 𝘱𝘶𝘳𝘱𝘰𝘴𝘦 𝘰𝘧 𝘭𝘪𝘴𝘵𝘪𝘯𝘨. 𝘛𝘩𝘦 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯 𝘤𝘰𝘯𝘵𝘢𝘪𝘯𝘦𝘥 𝘪𝘯 𝘵𝘩𝘪𝘴 𝘱𝘶𝘣𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘱𝘳𝘰𝘷𝘪𝘥𝘦𝘥 𝘧𝘰𝘳 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘱𝘶𝘳𝘱𝘰𝘴𝘦𝘴 𝘰𝘯𝘭𝘺. The list of tools is presented randomly, with no ranking involved.

IIT Madras’ Centre for Responsible AI (CeRAI) at the Wadhwani School of Data Science and Artificial Intelligence (WSAI) hosted a two-day Conclave bringing together leaders from government, industry, academia and global institutions to accelerate AI safety and governance for the Global South. Day 2 Highlights: 🔹Prof. Balaraman Ravindran, Chair of the Safe & Trusted AI Working Group, delivered the opening address, emphasising the importance of inclusive collaboration and building equitable access to AI safety resources to translate Responsible AI principles into practice. 🔹Closed-door deliberations of the Safe & Trusted AI Working Group, chaired by Prof. B. Ravindran, Head, WSAI, IIT Madras, focused on translating responsible AI principles into practical governance frameworks. 🔹Virtual Keynote Address: Peter Mattson, Founder President, ML Commons. Panel discussions on: 🔹Significance of developing ‘AI Safety Commons’ for the Global South Panelists: 1. Chris Meserole, Executive Director of the Frontier Model Forum 2. Ashish Tewari, Head, Infosys Responsible AI 3. Patrick Keane, Principal International AI Security Advisor, AI Security Institute, UK 4. Mitesh Khapra, Professor, IIT Madras 5. Kalika Bali, Senior Principal Researcher, Microsoft Research (Virtual) 6. Richa Singh, Professor, IIT Jodhpur Moderated by Niyati Chhaya, Co-founder, Head of AI at Hyperbots Inc. 🔹Discovering models and roadmaps for operationalising the AI Governance Guidelines - A Global South Perspective Panelists: 1. Jhalak Kakkar, Executive Director at the Centre for Communication Governance (CCG), National Law University 2. Hector de Rivoire, Director, Responsible AI Public Policy, Microsoft 3. Nitarshan Rajkumar, International Policy, Anthropic (Virtual) 4. Ivana Bartoletti, Global Chief Privacy & AI Governance Officer, Wipro (Virtual) 5. Urvashi Aneja, Founder and Director, Digital Futures Lab Moderator: Shreeppriya Gopalakrishnan, Deputy General Manager, India AI, MeitY 🔹Mr. Sridhar R, COO, WSAI and CeRAI, IIT Madras, delivered the Closing Remarks and Vote of Thanks on Day 2 of the Conclave. Insights from the Conclave will contribute directly to the India AI Impact Summit 2026, reaffirming India’s leadership in shaping trusted, responsible and future-ready AI. #WSAI #SafeAndTrustedAI @GoI_MeitY @ravi_iitm @karthikraman @MiteshKhapra @OfficialINDIAai @rbc_dsai_iitm @IBSE_IITM @ai4bharat @wcte_iitm @cerai_iitm @iitmadras @EduMinOfIndia

🔥 VICTORIA ABSOLUTA #CS2 🚨 2-0 #ESVNationalLeague Marcamos un resultado increíble en Ancient y Mirage, donde conseguimos un 13-2 y 13-1 en contra de Hyperbots 🦾. Próximo match, loading ⏳ #FeelTheFusion

¡Nuevo partido de la #ESVNationalLeague! 🚀 💥 Fusion 🆚 Hyperbots 🔴 En vivo ahora: kick.com/esvlatam #FeelTheFusion 💛

▶️ Game Day #CS2 🚨 #ESVNationalLeague Todo listo para nuestra siguiente jornada 🫡 👥 Fusion 🆚 Hyperbots ⏱️ 08:00pm 🇻🇪 🗺️ BO3 📺 kick.com/esvlatam #FeelTheFusion

🚀 Big win for team @HyperbotsInc ! Hyperbots Inc. is among only 3 Indian startups selected for the 2025 @AWSstartups Generative AI Accelerator 🎉 Congratulations to the team- Arkam is thrilled as Hyperbots builds the future of autonomous finance & accounting!

curiouscats.ai/ai-startups/i… Hyperbots, Smallest AI, and Stimuler- "We're the chosen ones of AI! Talk about being big shots in a small tech world - move over, wizards, we’ve got generative magic on our side!" #AWS #AI #Startups #Innovation #India ✅ The Hindu

For over two decades, @VaniKola has backed some of India's most iconic startups and helped shape the country's venture capital ecosystem. The @Kalaari founder, who has invested in game-changing AI companies like Hyperbots and @FigrDesign, joins #TechSparks2025 to share where India's next big bets in AI, deep tech, and entrepreneurship will emerge. 📍 Nov 6–8 | Taj Yeshwantpur, Bengaluru 🎟️ Book your early bird tickets today: techsparks.yourstory.com/202… #YourStory #AI #Deeptech #Innovation #Startup #KalaariCapital #BuildingForBharat #India2030 #Entrepreneurship

#AI native platform #Hyperbots can automate invoices & audits, eliminating the burden of manual finance operations. The AI platform has secured $6.5 million in Series A funding. @niyatic, Co-Founder, Hyperbots tells @Arundathi_Ram the firm's growth strategy

🚀 Exciting news! Hyperbots just raised $6.5M in its Series A funding round to transform finance & accounting with AI-powered automation. The funds will accelerate US expansion, R&D, & launch HyperLM— a finance-focused AI language model. tycoonstory.com/ #hyperbots #ai

Hyperbots secures $6.5M in Series A funding. #AI #TechNews pulse2.com/hyperbots-finance…

Read full news: 👉 thestartuptrends.com/Blog/60… #funding #fundraising #fundingnews #businessnews #startups #Hyperbots #fundingalert #startupindia #thestartuptrends #startupnews #startupnewsindia @HyperbotsInc

🚨Finance teams are drowning in spreadsheets. ➡️🤖 HYPERBOTS wants to rescue them with AI ➡️Raised 💰$6.5M Series A led by Arkam & Athera, with JSW, Kalaari, Sunicon & Darashaw. ➡️Now building HyperLM, an LLM just for finance 🧠 ➡️India’s AI SaaS wave is real 🌊🇮🇳 #SaaS #ai