Illustration for the Sazko Solutions article on agentic AI adoption in the enterprise
Posted on Author Mahesh Kumar Categories AI, Digital, Software

Agentic AI in the Enterprise: From Chatbots to Systems That Act

Google’s Cloud Next in April 2026 was billed as the arrival of the “agentic era,” complete with an enterprise agent platform and chips designed for it. The word “agent” gets applied loosely enough right now that it’s worth being precise. A chatbot takes an input and returns an output. An agent does something meaningfully different: it holds a goal, plans a sequence of steps to reach it, calls tools or other systems along the way, observes the results, and decides what to do next — often without a human approving each step. That loop, not the underlying language model, is what “agentic AI” actually refers to.

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Sazko Solutions article on choosing an AI model during the March 2026 wave of frontier releases
Posted on Author Mahesh Kumar Categories AI, Consultancy, Software

Five Frontier Models in One Month: Choosing When the Ground Keeps Moving

March 2026 saw five significant model launches in a matter of weeks — new releases from Mistral, DeepSeek, OpenAI, Google and xAI, with one open-source model topping reasoning benchmarks within days of release. If you’re responsible for choosing which model your product runs on, that pace is the actual problem to solve, not any individual model.

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Sazko Solutions article on what Anthropic's February 2026 Responsible Scaling Policy change means for AI buyers
Posted on Author Mahesh Kumar Categories AI, Consultancy

Anthropic Just Loosened Its Safety Pause Promise. What AI Buyers Should Take From That

In February 2026, Anthropic revised a commitment in its Responsible Scaling Policy that had previously said it would not train more powerful models unless it could guarantee adequate safety measures in advance. The company’s stated reasoning was that with the competitive race accelerating and no global regulation in place, a unilateral pause wasn’t practical. You don’t have to have an opinion on whether that’s right to draw a lesson from it.

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Sazko Solutions article on how AI-powered search is reshaping B2B demand generation in 2026
Posted on Author Mahesh Kumar Categories AI, Digital, Marketing

AI Search Is Quietly Rewriting B2B Demand Generation

In February 2026, LinkedIn reported that non-brand, awareness-driven B2B traffic had fallen by as much as 60% as AI-powered search experiences answered questions directly instead of sending clicks to websites, and said it was moving away from traditional SEO metrics toward visibility-based measurement. For any business that relies on being found, this is the clearest signal yet that the old playbook is expiring.

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Sazko Solutions article on lessons from university-wide AI assistant rollouts in early 2026
Posted on Author Mahesh Kumar Categories AI, Consultancy, Digital

When Everyone Gets a Copilot: What University-Wide AI Rollouts Teach the Rest of Us

In January 2026 the University of Manchester became the first university in the world to give every student and staff member access to Microsoft 365 Copilot, paired with training on responsible use. Whatever you think of the specifics, it’s a useful case study in something most organisations are about to face: what happens when an AI assistant goes from a pilot with twenty people to everyone, all at once.

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