That's us.

We're the founders of Adopt AI - Rahul, Anirudh, and Deepak.

In August 2024, we walked away from our comfortable jobs to build something we truly believe in: a platform that empowers applications to thrive in the Agentic Era.

This month, we're debuting from stealth mode to share what we've been building and to invite businesses who are looking to innovate and invest into this next wave of emerging tech by joining our early access program.

At Adopt AI, we're creating technology that transforms applications into powerful and intelligent agents—automating actions and assistance across every channel where users engage.

The past 9 months of building in stealth have been intense and exciting. We're operating in an environment where the technology landscape transforms weekly, if not daily.

And in this world of constant acceleration, we've found that having a clear set of beliefs is essential.

These beliefs guide our decisions, shape our roadmap, and define how we partner with customers.

We want to share them with you.

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→ We believe the Software world faces an unprecedented market pull toward Agentic AI and all Apps need an Agent layer in this new era.

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The rapid maturation of Large Language Models (LLM’s) technology has created a fundamental shift in how humans and software interact. Natural language has become the de-facto medium through which users now expect to engage with applications. We don't want to point + click anymore — we want to type/speak and be understood.

This shift is possible because AI has reached a capability threshold where it can effectively operate applications and perform tasks on behalf of humans. Today's AI can understand application workflows, decide which components to call, create dynamic plans, and execute those plans to achieve desired outcomes.

These capabilities are creating a powerful market pull that's forcing applications to rethink their core value delivery.
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As Deepak puts it, “The shift is fundamental; it's about moving from providing tools to delivering tangible results.”
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We're witnessing a transition from Systems of Record, which simply defined workflows for humans to follow, to Systems of Action that directly accomplish outcomes.

In this new era, we believe humans won't have to learn applications. The traditional software architecture—where humans navigate complex interfaces to interact with underlying databases—is being inverted.

Applications will form the backend database layer, while humans will interact through a front-facing Agentic layer that understands natural language and intent.

Complex UI will take a backseat to conversational interfaces and intelligent automation. Agents will get tasks done for humans, and applications will be responsible for enabling these outcomes rather than teaching users how to achieve them manually.

All applications face a race against time to build their agentic layers to meet this new wave and remain relevant. Those that fail to adapt risk becoming obsolete as user expectations permanently shift toward agentic experiences.

The window for this transition is remarkably small. Unlike previous technological shifts that played out over years or decades, the agentic transformation is happening at unprecedented speed. The companies that recognize this shift and act decisively will establish leadership positions that may be difficult to challenge once the market fully matures.

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→ We believe companies that embrace the Agentic Era will succeed faster with specialized platforms than with built-from-scratch solutions

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Building a truly effective agent experience is a complex and challenging endeavor.

It requires orchestrating multiple sophisticated components into a seamless system that users can trust with their workflows and data.

A powerful agent must understand both documented and undocumented APIs, interpret front-end interfaces when API access isn't available, maintain high accuracy across diverse user requests, and execute complex multi-step workflows without faltering.

It needs to analyze usage patterns to recommend relevant actions, handle edge cases gracefully, and continuously improve through user interactions.

Enterprise-grade agents demand additional considerations: they must maintain strict security protocols, operate at scale across thousands of users, integrate with existing systems, and provide the detailed analytics necessary for optimization.

The agent must also understand the specific terminology and workflows unique to each application's domain.
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Rahul points out - “The pilot is just the tip of the iceberg. What sinks most enterprise agent initiatives isn't the initial concept but the mountain of production requirements—security protocols, scalability concerns, complex integrations - that teams aren't prepared for.”
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Most enterprise companies lack the specialized AI expertise and resources required to build such systems from the ground up. Creating a robust agent typically requires 6+ months of dedicated engineering effort from AI specialists—talent that's both scarce and expensive.

In this race toward agentic experiences, speed-to-market is critical.
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Anirudh emphasizes, “Waiting for the 'perfect' solution means losing ground to competitors who adapt quickly. The AI world changes fast. Speed is paramount.”
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Enterprise businesses can better leverage their core strengths—domain expertise, customer relationships, and product knowledge—when paired with specialized platforms that handle the technical complexity of agentic implementation.

This approach, we believe, allows them to focus on strategic differentiation rather than foundational AI challenges.

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And it is these beliefs that inform the reason to exist for Adopt →

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At Adopt, we're building a platform that enables Enterprise companies to lead in the Agentic Era. Our software helps applications launch AI copilots in less than 24 hours by understanding documented and undocumented APIs, learning front-end interfaces, and automatically creating actions that can be executed through natural language commands.

We have flexible deployment options that integrate seamlessly with existing applications. Our technology goes beyond basic functionality by analyzing clickstream data to automatically generate action recommendations based on current sessions, historical patterns, and the golden paths of successful users.

Beyond in-app experiences, we enable applications to deploy autonomous and semi-autonomous agents that extend their reach. These agents work alongside AI copilots and can be made available to end users on any channel or interface—Slack, Teams, Microsoft 365, Agentforce, Glean, and more—meeting users where they already work.

As we grow, we'll expand our offering to support multimodal inputs and outputs for these agents, eventually creating an interconnected mesh where agents can communicate with each other to accomplish tasks across websites, applications, and databases.

With Adopt, you get the best of both worlds: the speed to market that the Agentic Era demands and the control over functionality and features that enterprise applications require.

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If you share our vision...

If you're a leading Enterprise application and our beliefs resonate with you, we'd love to connect.

Whether you're just beginning to explore what an Agentic future means for your application or you're already on the journey, we're here to help accelerate your path.

Reach out to us at info@adopt.ai or schedule a conversation to discuss how we can work together to shape the future of software.

The Agentic Era is here. Let's build it together.