Agentic AI Catalyst

Agentic AI Catalyst Program

The Agentic AI Catalyst program is designed to help startups and scale-ups turn innovative AI ideas into early-stage software solutions. It gives emerging companies access to world-class AI engineering capabilities, enabling them to test promising ideas quickly, validate their potential, and make informed decisions about further investment.

The starting point is your innovative idea. LorinCloud works with you to develop an early-stage version of the solution and demonstrate its potential value. This could be a voicebot, an AI-augmented contact center, a recommendation system, a sales agent, a video analytics platform, or an entirely new AI concept that challenges the status quo in your industry.

The Agentic AI Catalyst program is tailored to your specific needs and designed to help turn your innovation idea into a tangible, testable solution.

Key Business Outcomes and Benefits

1. Put Less Runway at Risk

Build only what your current stage of business can economically justify.

Avoid premature investment in AI development, complex architecture, or specialist hiring before the use case has demonstrated sufficient value. The Agentic AI Catalyst program helps you validate the opportunity first, reducing the risk of investing heavily before product-market or business value has been established.

2. Reach Your Next Milestone Faster

Shorten the journey from idea to an early-stage solution that demonstrates real value.

The goal is not simply to build a proof of concept. It is to create enough evidence to move your startup closer to a meaningful commercial milestone—whether that means securing investment, launching a pilot, engaging customers, or deciding to scale.

3. Understand the Economics Before You Scale

AI functionality creates business value only when both its quality and economics are sustainable.

LorinCloud helps define the relevant unit economics at an early stage and provides a clear view of the expected Total Cost of Ownership (TCO) for turning the early-stage solution into a production-ready product. This enables you to understand the financial implications before committing to large-scale adoption or development.

What You Get from the Program

1. An Early-Stage Software Solution

A working early-stage version of your AI solution, developed around your specific idea and business needs. Full ownership of the resulting software belongs to you.

2. Proof of Value

A tangible demonstration of whether your idea can deliver the expected business and technical value, providing evidence to support your next investment or business decision.

3. Access to Field Experts

Consultation with LorinCloud's AI and industry experts. Having worked with hundreds of startup solutions, our experts can help identify what is likely to work, what may not work, and where to focus your efforts for maximum impact.

4. A Clear Path to the Next Stage

A proposal for the next phase of development, including a clear Total Cost of Ownership (TCO) and an understanding of the investment required to move from the early-stage solution toward a production-ready implementation.

From Idea to Evidence

The Agentic AI Catalyst program helps startups answer three critical questions early:

"Can the idea work?" "Does it create meaningful value?" "What will it take to scale it economically?"

By answering these questions before significant resources are committed, the program helps startups move faster, reduce risk, and make better-informed decisions about their AI investments.

The Agentic AI Catalyst can include all the AWS services relevant to Machine Learning, GenAI and Agentic AI, such as:

• Amazon Bedrock for integration of over 1500 Large Langugae Models
• Bedrock Agentcore for running highly scalable Agentic AI applications
• Amazon Quick for building enterprise workflows and automations

As part of teh Agentic AI Catalyst program we are advising customers on the most advanced AWS Agentic AI capabilities and services, suchas Kiro, AgentCore, Transfrom and the Amazon Quick suite.