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ATOM for Agentic AI

Decision Intelligence
Solution

An enterprise-ready decision intelligence solution developed by Tredence and powered by the Databricks Data Intelligence Platform

ATOM for Agentic AI

ATOM for Agentic AI Decision
Intelligence Solution by Tredence

An enterprise-ready decision intelligence solution developed by Tredence and powered by the Databricks Data Intelligence Platform

Reimagining Decision Intelligence

Enterprises today face an avalanche of information - over a million documents, dozens of diligence cycles, and fragmented data spread across silos. Analysts spend weeks stitching insights together, only to produce inconsistent, manual outputs that slow down decision-making and inflate costs.

ATOM for Agentic AI accelerates this journey by combining multi-agent orchestration, observability, and governance into one ecosystem, built on the Databricks Data Intelligence Platform. With this solution, organizations can shorten diligence cycles by more than 80%, unlock $8M–$10M in annual savings, and build trust in AI-driven decision-making through explainability, monitoring, and security.

Overview

Agentic AI solution on Databricks for document and data synthesis that addresses key business challenges in managing and extracting insights from large-scale, complex enterprise environments.

Compression of time-to-insights by automating ingestion, processing, and analysis of massive multimodal datasets from multiple sources.
Significant Reduction in manual effort by replacing repetitive human tasks (classification, tagging, summarization, keyword extraction) with automated agent workflows.
Enterprise-grade scale (1M+ docs), governance & security through Unity Catalog–based access control, audit logging, and lineage tracking

The Ecosystem of Accelerators

ATOM for Agentic AI brings together an ecosystem of accelerators that span the full lifecycle of adoption:

Agentic AI Advisory

Helps enterprises assess feasibility and business value for agentic AI adoption, including data, security, and architecture readiness on Databricks.

Agentic AI Solutions

Designs, builds, and deploys production-grade AI solutions with intelligent agents for structured and unstructured data.

AI Operations

Institutionalizes AI adoption with observability, cost and performance optimization, governance, and workforce upskilling to enable scale.

These accelerators give enterprises the ability to modernize infrastructure, automate decision-making, and institutionalize governance without slowing down innovation.

Inside the Technology

Under the hood, ATOM for Agentic AI integrates a set of advanced agentic AI capabilities. An orchestration agent manages workflows and task decomposition, while text-to-SQL engines make structured data analysis accessible to non-technical teams. Retrieval-augmented generation (RAG) enables knowledge extraction from documents, images, and logs, supported by a secure governance framework that enforces access control, monitors model drift, and detects bias. Together, these components create a governed and scalable architecture that enterprises can trust.

Customer Success Stories

Transforming Private Equity Operations with GenAI: Accelerating Insights and Driving $10M Savings

Driving Growth through Personalization and Continuous Optimization. Gains Include:

Achieved a 90% reduction in time required to gather and collate information.
Delivered an estimated $8M-$10M in annual savings by reducing reliance on manual processes and enabling increased deal due diligence.
Empowered financial analysts to focus on high-value activities by eliminating repetitive, manual tasks.

Insights

Decision Intelligence with Agentic AI – Powered by Databricks

Discover Tredence ATOM.AI Decision Intelligence, a Databricks-powered solution that uses Agentic AI to analyze and synthesize multimodal content, automate complex workflows, and accelerate decision-making. Learn how to transform data into actionable insights and achieve significant cost savings.

Read the Blog

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