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Showing posts from 2025

Consolidating the Agentic Layer: Meta Acquires Research Startup Manus

Agentic Capability Meets Scale: Assessing Meta’s Acquisition of Manus By Shashi Bellamkonda Principal Research Director, Info-Tech Research Group Dec 30, 2025 Market reports from December 30, 2025, confirm that Meta Platforms has acquired Manus, a Singapore-based AI startup, for an undisclosed sum. This move represents a significant departure from Meta’s established strategy of relying primarily on open-source foundational models (Llama series) to drive ecosystem adoption. ❖ The Leadership Manus was co-founded by Xiao Hong , who currently serves as Chief Executive. The company’s rapid ascent was bolstered by significant venture backing, specifically a $75 million round led by Benchmark earlier this year. As part of that strategic partnership, Benchmark’s general partner Chetan Puttagunta joined the Manus board, lending operational credibility to the startup's rapid growth phase. The Technology: Agentic Workflows Unlike standard Large Lang...

The Capability Moat: Coforge’s $2.5B Roadmap to AI-Led Engineering

The consolidation of the mid-tier IT services market has found a new benchmark. Coforge has confirmed its acquisition of Encora, a move that projects the combined entity as a firm with US $2.5 billion in revenue. This is not merely a volume play. According to company reports, the deal creates a "US $2 billion enterprise core" specifically focused on AI-led Engineering, Data, and Cloud services. ❖ The Leadership & Strategy The strategic intent here is continuity and acceleration. Over the last eight years, Coforge has delivered industry-leading growth based on execution excellence and hyperspecialized expertise. Coforge CEO Sudhir Singh frames this acquisition as a pivot toward a specific future architecture: "The Encora acquisition is a defining moment for our organization. It establishes a scaled AI-led engineering capability moat for the firm underpinned by capabilities to help create enterprise data cores and cloud foundations purpose built ...

Nvidia’s $20B Checkmate: Absorbing Groq to Neutralize the Competition

$20 Billion for Speed: Nvidia’s Strategic Move to Own AI Inference According to reporting by Wayne Ma, Miles Kruppa, Valida Pau, and Katie Roof at The Information on December 25, 2025, Nvidia has stunned Silicon Valley with a $20 billion megadeal. The agreement involves licensing technology from Groq, the high-flying AI chip startup, and hiring its founders and key engineering leaders. This strategic move effectively absorbs the "Language Processing Unit" (LPU) architecture into the Nvidia ecosystem. ❖ The Leadership The strategic value of this deal lies heavily in the talent acquisition. Groq was founded by Jonathan Ross , the former Google engineer credited with inventing the Tensor Processing Unit (TPU). Ross led the project as a "20% project" at Google before scaling it to underpin AlphaGo. By bringing Ross and his team under the Nvidia umbrella, CEO Jensen Huang is consolidating the industry's top silicon architects who specialize in non-...

Beyond the Workflow: ServiceNow’s $7.75B Armis Acquisition Redefines Cyber Exposure

ServiceNow alerted us to this news through an analyst note. According to the note and their  press release via BusinessWire , ServiceNow has entered a definitive agreement to acquire Armis. This acquisition is explicitly framed to expand security across the "full attack surface," covering IT, OT, and medical devices for companies, governments, and critical infrastructure worldwide. ❖ The Leadership: Israeli Cyber Intelligence Roots Armis was founded in 2015 by Yevgeny Dibrov (CEO) and Nadir Izrael (CTO). Both founders utilize their background from the Israeli Defense Forces’ Unit 8200 to approach security not as a compliance task, but as a defense operation. Their leadership has steered Armis to become a platform trusted by 35% of the Fortune 100. The Technology: Securing the "Unmanageable" The BusinessWire report highlights the integration of Armis' "unique dataset" with the ServiceNow AI Co...

Sovereign Roots, Global Reach: Assessing Gnani.ai’s Enterprise Expansion

Discovered on Vacation: The "Sovereign" AI Processing 10 Million Calls a Day I am currently traveling through India, taking a brief pause from the daily analyst grind. However, the industry never truly sleeps, and while here, I encountered a significant development in the local tech sector that directly intersects with our research at Info-Tech Research Group . I learned that Gnani.ai has officially launched Vachana STT , a foundational model trained on over one million hours of real-world voice data. According to Analytics India Magazine (Dec. 19, 2025), this launch positions the company as a key player in the "Agent AI Revolution". ❖ The "Foundational" Difference For global enterprises, deploying voice AI in high-noise, multilingual environments remains a persistent challenge. Generic models often struggle with the complexity of accents and background noise, leading to high failure rates. Gnani.ai addresses this through what th...

The 10-Minute Surprise: Why I Envy India's Quick Commerce

The 10-Minute Surprise: Why I Envy India’s Quick Commerce Landing in Hyderabad, I have been struck by the sheer efficiency of the local delivery ecosystem. We placed an order on Zepto today, and it was a masterclass in modern logistics. Our items arrived in two separate batches, yet both were at our doorstep in under 10 minutes . The most delightful surprise? The tea. We thought we were ordering tea leaves as a provision, but it arrived as actual, hot tea ready for immediate consumption. This "Zepto Cafe" model turns a simple grocery run into a moment of genuine surprise and delight. ❖ The $3.5B Sprint: India's Q-Commerce Market India’s quick commerce (q-commerce) market was valued at approximately $3.3 billion in 2025 and is projected to reach over $4.6 billion by 2031. The sector is currently a high-stakes battle between three major players who control roughly 90% of the market: Blinkit (Zomato): The clear leader with over 50% market s...

Brownfield Projects Need Context: How Google Conductor Fixes AI Coding's Biggest Gap

Stop copying and pasting code into chat windows. Google just released Conductor for Gemini CLI , and it changes how we use AI for software development. The following insights are based on the announcement by Keith Ballinger, Jay Kornder, and Sherzat Aitbayev . What is the core concept? Most AI coding demos show greenfield projects , which means starting from scratch with a blank slate. But real businesses run on brownfield projects . This is existing, often messy, legacy code. AI usually fails here because it lacks the necessary historical context. Conductor fixes this by introducing Context-Driven Development . Think of it as a project manager for the AI. It forces the AI to read your specific project rules, architecture, and constraints, creating a formal plan before it writes a single line of code. Why it matters: Vibe Coding & Business Value This makes "vibe coding" viable for the enterprise. Vibe coding is the practice where you describe the desired result...

A degree takes four years. AI updates every four weeks. Something had to give.

The $2.5B Skills Race: Why Coursera and Udemy Had to Merge Education is a noble cause, but in the AI era, it has become a survival imperative. This week, the two giants of the EdTech world announced a definitive move to address the widening skills gap. Coursera is combining with Udemy in an all-stock merger valued at approximately $2.5 billion . ❖ 1. The Problem: Static Degrees vs. AI Speed The World Economic Forum projects that 39% of worker core skills will be outdated by 2030. Traditional training programs now move too slowly. By the time an employee finishes a long-form program, the AI models have already updated. The combined entity aims to shift the market to "Bite-Sized Learning Cycles" —rapid, real-time upskilling that keeps pace with software innovation. 2. Strategic Complementarity The deal unites two very different, but necessary, strengths: Udemy’s Marketplace: A dynamic system that captures technical trends and practical skil...

The Brain in the Browser: Why Hashbrown is the Next Step for AI

The Brain in the Browser: Why Hashbrown is the Next Step for AI For the last two years, building an AI app meant one thing: sending data to a server, waiting for a smart response, and displaying text. The "Brain" lived in the cloud, and the browser was just a dumb terminal. That architecture is shifting. I have been analyzing a new open-source framework called Hashbrown , created by Google Developer Expert Mike Ryan . It moves the intelligence directly into the browser, and the implications for privacy and usability are significant. The "Framework" Era of AI: Why Hashbrown Matters The first wave of generative AI was about the models (GPT-4, Claude, Gemini). The second wave is about the frameworks that let us actually build with them. Before we dive into the new tool on the block, let's look at the history that got us here. The Open Source Roots of AI We often forget that today's trillion-dollar AI industry rests on open-source foundations. The T...

Architectural Neutrality: Why Wiz is the Governance Layer for the Multi-Cloud Era

The $32B Security Bridge: Deconstructing the Wiz "Code-to-Cloud" Engine In the world of massive tech acquisitions, Google’s $32 billion deal for Wiz is a foundational pivot. In my recent analyst briefing with the Wiz product team, it became clear that they aren't just building a "better scanner"—they are building the first Unified Data Model for the entire cloud-native lifecycle. Google is wisely keeping Wiz independent (the "Waze model"), allowing it to secure competitors like AWS and Azure while serving as the neutral security layer for the entire internet. ❖ 1. Beyond the Silo: The "Lens" Persona View One of the biggest hurdles for CIOs is getting different teams—Dev, Ops, and Sec—to speak the same language. Wiz has addressed this with "Lens" . This feature allows the platform to dynamically reconfigure its interface based on who is logged in. A developer sees code-level fixes, while a SOC analyst sees r...

Stop buying five finance tools when you only need one platform. Zoho Payments

The "Integration Tax" Revolt: Zoho Rewrites the Enterprise Finance Playbook The modern CFO is currently managing a "Frankenstein" stack. They have one software for travel expenses, another for procurement, a third for subscription billing, and a fourth for payroll. The result is a massive, hidden cost I call the "Integration Tax." When your data lives in four different silos, you don't have a finance strategy; you have a reconciliation headache. During a recent analyst briefing at the Zoho AI Forum , I received details on a strategic move to kill this fragmentation. Zoho has officially launched Zoho Billing Enterprise Edition and Zoho Spend . ❖ 1. The Core Launch: Fixing "Disconnected Strands" The primary problem this release solves is the artificial separation of "Money Out." In most enterprises, employee travel (T&E) and corporate procurement (AP) are treated as different worlds. Prashant Gan...

The "Contact Us" form just died. An AI Agent killed it.

Salesforce Buys an SDR, Not Just Software: The Agentic Marketing Era Begins The writing has been on the wall for the "Contact Us" form for years. Today, Salesforce took a sledgehammer to it by acquiring Qualified . For years, Qualified has positioned itself as the "Pipeline Generation Platform." But recently, they pivoted to something more specific: Agentic Marketing. Their star product isn't a dashboard; it's "Piper," an AI SDR. Salesforce didn't just buy a software tool. They bought an employee. ❖ The "Agentforce" Strategy in Action This acquisition is the logical next step for Salesforce's Agentforce vision. They don't want CRM to be a database where you record what happened. They want CRM to be a platform where Agents make things happen. Qualified brings the "Inbound Skill" to Agentforce. Piper sits on the website, engages visitors in real-time, qualifies them using CRM data, ...

The Invisible Underwriter: Why the Most Successful SaaS IPOs Are Engineered by Analyst Relations

There is a specific moment in every pre-IPO roadmap where the energy in the boardroom shifts from "innovation" to "validation." For the first five years of a startup's life, the goal is disruption. You want to be the outlier. You want to break things. But when you start preparing the S-1 filing for the SEC, "breaking things" becomes a liability. Institutional investors—the pension funds and sovereign wealth managers who will actually buy your stock—do not like disruption. They like durability. They need to know that your revenue isn't just a flash in the pan. They need to know that the market you serve is real, quantifiable, and growing. This is where the disconnect happens. Most technical founders believe their code speaks for itself. They believe that if they build the best mousetrap, the bankers will value it accordingly. I have spent years advising C-level leaders, and I can tell you: bankers do not audit code. They audit risk. And ...

Tangible Innovation Builds Resilience: The Rise of Real-World Solutions at CONNECTpreneur

In the volatile world of venture capital, trends often swing wildly. One year it is all about B2B SaaS, the next it is crypto, and then generative AI. But for over a decade, the Big Idea CONNECTpreneur forum has maintained a steady, contrasting thesis: a healthy ecosystem isn't built on one vertical alone. It requires a robust blend of technology, life sciences, and consumer innovation. Standing in the room at the CONNECTpreneur Holiday Bash today, that enduring strategy felt more relevant than ever. This event has always been a premier platform for the Mid-Atlantic's biotech and non-tech sectors, refusing to chase the "flavor of the month." Now, as we head into 2026, the broader market is finally catching up to what this community has known all along. As AI commoditizes simple software, the "smart money" is fleeing to the very sectors CONNECTpreneur has always championed: the world of "Atoms" and biology. The lineup today wasn't...
Shashi Bellamkonda
Shashi Bellamkonda
Fractional CMO, marketer, blogger, and teacher sharing stories and strategies.
I write about marketing, small business, and technology — and how they shape the stories we tell. You can also find my writing on Shashi.co , CarryOnCurry.com , and MisunderstoodMarketing.com .