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The most important factor for AI Agents is to get them the context necessary to execute the task successfully. No matter how powerful AI models get, context will always be king. Data, workflows, tools, domain knowledge, and tuned instructions will all be critical.

Companies like P&G, JPM, J&J, Merck, Bofa, and Morgan Stanley are not only mandating training on AI usage, especially for tools like ChatGPT, Claude, and Copilot but also cautious use and audit tools So who is building the enterprise tools for role-based access, audit prompts,

Every company will need to train their employees on AI tools and make them use AI tools. Training/learning many cos (incumbent and new) are getting into but who is building tools to check AI-proficiency, embed AI in performance reviews, and provide next-gen training in the AI

If you want to improve employee productivity with AI products specifically built for such automations (usual suspects) - ping us Stella AI

Cloudflare just pulled a power move that changes the AI data game. why? Because its capitalism and they can - their infrastructure touches roughly 20% of all global internet traffic AI bots (OpenAI, Anthropic, Google) are now blocked by default across new domains using

timing -- In the rapidly evolving financial AI landscape, what would it mean to identify areas where AI is just about to unlock new capabilities (e.g., hyper-personalized risk assessment, real-time complex fraud detection, generative financial planning) rather than building

I recently asked one of the Heads of Google Financial Services (Architects & Specialists) for APAC - that if he was building a startup today in AI what would he build - and he said I will work on personalization in FSI and that stayed in my mind. And when recently

Cost curves in #AI .... Opens the door to margin-friendly vertical agents. Inference cost per million tokens have gone down by 99.7 % in 2 years

SOC 2 Type II ✅ Getting SOC 2 Type II certified is not easy or quick. Especially when you’re also scaling product and GTM. But we did it. Kushal @ Prad Why? Because *trust* is the product. (have advised many startup founders in my portfolio on this) Especially in