Be a part of the occasion trusted by enterprise leaders for almost twenty years. VB Rework brings collectively the folks constructing actual enterprise AI technique. Study extra
Palo Alto-based Catio was awarded “Coolest Expertise” at VentureBeat Rework 2025 in San Francisco on Wednesday. Based in 2023, the corporate has raised $7 million so far, with a current $3 million spherical introduced in March. Catio was additionally a finalist and offered at VB Rework’s Innovation Showcase in 2024.
Catio’s AI Copilot for Tech Structure reframes structure as a residing system—one that may be codified, introspected and intelligently advanced. By combining a real-time architectural map with a multi-agent AI group, the answer helps engineering groups shift from reactive decision-making to steady, proactive structure excellence.
VentureBeat spoke with co-founder and CEO Boris Bogatin and product lead Adam Kirsh about their staff and the corporate’s know-how following the announcement of winners at Rework. “We’re a staff of serial entrepreneurs and tech leaders who’ve all shared a deep private drawback,” Bogatin stated. “Whereas finance people and builders all have instruments, CTOs, architects, and builders all plan and optimize stacks on whiteboards and advert hoc spreadsheets. And we’re altering that with Catio.”
Catio is excess of a digital whiteboard for CTOs—it’s a reimagining of how structure is known, managed and advanced. The platform serves as a digital twin on your tech stack, providing steady structure visibility to tell extra well-informed, data-driven structure choices. Designed to deal with the escalating complexity of recent tech stacks—together with cloud infrastructure, container orchestration, monitoring and information pipelines—the platform replaces static diagrams and advert hoc snapshots with an interactive, high-fidelity system mannequin. With Catio, structure turns into a residing, codified system—continuously up to date, evaluated and suggested by a community of clever AI brokers.
From static diagrams to residing methods
As an AI-driven tech stack copilot for technical leaders and engineering groups, Catio delivers real-time skilled insights and actionable suggestions to assist consider, plan and optimize infrastructure with readability and confidence. The answer integrates along with your present know-how stack—companies like AWS, Kubernetes, Prometheus and extra.
As soon as related, Stacks—its first core module—creates a complete mannequin of your complete setting. In contrast to conventional structure diagrams, this mannequin is codified, versioned and constantly up to date, residing in code moderately than PowerPoint slides.
Supply: catio.tech.
This dynamic structure mannequin permits groups to work together with their stack as a navigable system. Every part is introspectable: What is that this RDS occasion doing? Is it optimized for price or efficiency? Does it nonetheless meet enterprise necessities? With Catio, these questions are now not answered in conferences or siloed e-mail threads; as an alternative, they’re constructed into the platform.
A multi-agent AI system to shut the loop on structure
The answer features a multi-agent AI system designed to mirror the construction of a typical technical group. It consists of 31 specialised brokers, every modeled after widespread roles akin to chief architect, information architect, messaging architect, product managers and past. These brokers collaborate to evaluate the design and efficiency of the system structure towards the necessities and finest practices.
Collectively, they simulate the design assessment processes that usually require weeks of coordination or the involvement of exterior consultants. However as an alternative of periodic evaluations, Catios brokers are at all times working, performing 24/7 evaluation that will help you evolve your structure in actual time. Additionally, Catio doesn’t simply describe your structure—it actively critiques it. The answer delivers hole evaluation, pinpoints underperforming parts and suggests focused enhancements aligned with your small business targets.
Whether or not it’s optimizing a knowledge pipeline, overhauling your messaging infrastructure, or rethinking storage structure, the platform gives actionable insights at each layer of the stack.
The longer term
At Rework, Catio additionally introduced the upcoming launch of Archie, a conversational, multi-agent AI system. Archie will enable customers to speak to their structure and ask for recommendation—for instance, a “how do I enhance my safety posture?” question will yield clear, actionable solutions—akin to steerage to pinpoint precisely the place a selected safety vulnerability exists inside your structure.
Archie delivers each prescriptive steerage and reactive insights. In the event you’re aiming to optimize prices, as an example, its AI brokers will floor alternatives and assess the enterprise influence of every one. This makes it simpler to attach each architectural choice to measurable ROI, serving to you design and plan with better precision—so your technical selections constantly help actual enterprise targets.
To study extra about Catio’s staff and know-how, go to their web site at catio.tech. You can even join demo and get a first-hand take a look at the platform in motion.
Learn in regards to the different winners CTGT and Solo.io. The opposite finalists have been Kumo, Superduper.io, Sutro and Qdrant.
Editor’s word: As a thank-you to our readers, we’ve opened up early hen registration for VB Rework 2026 — simply $200. That is the place AI ambition meets operational actuality, and also you’re going to need to be within the room. Reserve your spot now.
