Unlock the Full Potential of Your Multi-Agent AI

Celeritas is the definitive Multi-Agent Systems (MAS) Reliability Platform, built by Aqua IT to systematically detect, diagnose, and remedy the persistent failures that hinder multi-agent LLM systems. Our platform solution has been assessed as "Awardable" through the Chief Digital and Artificial Intelligence Office’s (CDAO) Tradewinds Solutions Marketplace. Watch our video here: www.tradewindai.com

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The Challenge: Why Multi-Agent Systems Fail

The widespread adoption of Multi-Agent Systems (MAS) is hampered by persistent, systemic failures. Cemri et al. (UC Berkeley, 2025) introduced the groundbreaking MAST taxonomy, which categorizes 14 distinct failure modes into three core categories.

Specification Issues (FC1)

Accounting for 41.77% of failures, these issues stem from flawed system design, ambiguous prompts, and inadequate state management. This leads to agents disobeying tasks, repeating steps, or losing conversation history.

Inter-Agent Misalignment (FC2)

Responsible for 36.94% of failures, this category includes breakdowns in communication and coordination. Problems range from task derailment and information withholding to a critical reasoning-action mismatch.

Task Verification (FC3)

Making up 21.30% of failures, these are the results of insufficient quality control. This includes premature termination, incomplete verification, and the approval of faulty outputs.

Celeritas: The Definitive MAS Reliability Platform

Celeritas is an innovative, modular, and web-based solution that tackles each of the MAST failure modes with a systematic, data-driven approach.

MAS Instrumentation & Data Collection

Go beyond basic logging. Our Granular Event Emitters capture internal thought processes, while Contextual Trace Reconstruction provides a comprehensive, reconstructed view of agent interactions to diagnose misalignment.

Real-time Failure Detection

Proactively identify deviations before they escalate. Our platform uses Dynamic Success Criteria Generation to enforce clear goals and Predictive Anomaly Detection to anticipate failures like repetition and termination issues.

MAST Classification Engine

The intelligent core of Celeritas. This engine leverages a Multi-Modal LLM-as-a-Judge to accurately map detected failures to MAST categories, providing automated root cause analysis and continuous refinement.

AQUA IT: Uniquely Positioned for Success

Our team's extensive experience and unique background in both private and public sectors ensures Celeritas is built on a foundation of trust, security, and proven commercial acumen

Top Tier Security

Extensive Experience delivering in classified environments. Most staff cleared at the TS/SCI level

DoD & IC Experience

A rigorous approach to system reliability from working in the DoD & IC

Commercial Acumen

Tackling complete enterprise level challenges with a pragmatic and results-oriented approach

Dedicated R&D

A continuously evolving platform built on cutting edge research and innovate solutions

Ready to Drive Reliability?

Celeritas is the solution for unlocking the true power of multi-agent AI. Contact us today to learn more about how our platform can transform your MAS deployments.

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