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AI Agents for Software Implementations

Cleon is building an AI-native software implementation platform to speed up customer onboarding, beginning with a focus on ingesting complex Excel files with agentic AI. B2B SaaS companies have millions of dollars of contracted revenue sitting behind implementations. Cleon handles everything from the big picture (generating requirements and aligning stakeholders) to the details (data cleaning and schema mapping). The team consists of Alexandros (ex-athlete in rowing and engineer at a proptech startup), Rohan (engineer at a fintech startup with long implementations and at an SAP code migration startup), and Ric (banker at RBC and enterprise sales at Palantir).
Active Founders
Ricardo Pantaleon
Ricardo Pantaleon
Co-Founder & CEO
Co-Founder of Cleon, Ex-Palantir, Dominican.
Rohan Gupta
Rohan Gupta
Founder
Building Cleon
Alexandros Zisimidis
Alexandros Zisimidis
co-founder
Building Cleon
Company Launches
Cleon: AI Agents for Software Implementations
See original launch post

Hi everyone! We’re Ricardo, Rohan and Alexandros, and we are building Cleon — an end-to-end AI software implementation platform.

TL;DR

Cleon captures knowledge during the planning and discovery phase, automates the generation of key artifacts and documentation, and feeds that context to teams of AI agents for complex data migrations - pulling in a human when needed.

https://www.youtube.com/watch?v=BGwga9vq9TM

The Problem: Software implementations are a resource drain and revenue bottleneck for SaaS companies and system integrators:

  • Misalignments between stakeholders delay project kick-off
  • Shifting requirements force implementation teams to constantly re-write SOWs and BRDs
  • Bespoke, manual data transformation is time-consuming and error-prone

Our Solution: An AI-native platform that proactively guides you through implementations, from signature to go-live:

  • Implementation Source of Truth: Cleon captures information from customer calls, emails and internal communication channels to track evolving requirements
  • AI-Generated Documentation: Our agents generate SOWs, BRDs and PRDs on your behalf with full knowledge about each customer
  • Auditable, AI-Powered Data Transformation: Cleon’s AI agents index complex datasets and transform them to your schema with a clear audit trail, so that you can trust the outputs
  • Human Approval - Only When Needed: Each implementation is unique, so we use human-in-the-loop workflows to handle edge cases

Why are we building this?

We’ve witnessed first-hand how long implementation cycles can delay ROI for customers.

At Palantir, Ricardo saw enterprise implementations that took anywhere from months to years.

Rohan previously worked at a fintech startup with 3-9 month customer implementation timelines. He also spent time building AI agents for SAP custom code modernization.

Ready to streamline your implementations? Book a call here: getcleon.ai.

You can also reach us at founders@getcleon.ai.

Cleon
Founded:2025
Batch:Spring 2025
Team Size:3
Status:
Active
Location:New York
Primary Partner:Pete Koomen