Accelerators

Tools for rapidly adapting AI to enterprise data, models, and policies.

Impact Delivered

Faster AI deployment
cycles
3 - 4 x

Faster adaptation to enterprise data and policies

Reduction in manual
effort
50 - 51 %
Across data preparation, model validation, and rules authoring
Increase in enterprise AI
throughput
2 - 2 x

More models, rulesets, and policies delivered per year

Impact Delivered

Faster AI deployment
cycles
3 - 3 x

Faster adaptation to enterprise data and policies

Reduction in manual
effort
3 - 70 %
Across data preparation, model validation, and rules authoring
Increase in enterprise AI
throughput
2 - 3 x

More models, rulesets, and policies delivered per year

Insights

A Lightweight Model Building and Experimentation Tool

Insights is a model building and experimentation tool deployable on your local Docker that empowers business users to
maximize efficiency with minimal coding. Native to the ENSO ecosystem, it accelerates AI development by simplifying the full
lifecycle from data engineering to use case validation.

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Data Engineering: Manage large data sets across multiple sources and formats to make it AI ready.

Model Validation: Run prebuilt AI models locally against large data sets to validate fit.

 

Model Evolution: Expand model understanding by training it using production-like data to account for variances across factors like geography, populations, and lines of business.

Discover

The AI Reusability Assessment Toolkit
Discover enables rapid fit-gap analysis to assess AI readiness, simplifying the process of identifying whether an AI solution is reusable in a new target context. By empowering non-technical users to drive reusability, this toolkit minimizes manual effort to accelerate and scale AI adoption across your organization.

Data Mash Up: Unify siloed data from multiple sources into a standard data object easily with an intuitive UI.

Data Prep: Explore, profile, clean, and enrich data to get it AI-ready using low-code visualization capabilities.

 

AI Model Execution: Run data against prebuilt, use-case-specific AI models locally to determine the data fit-gap.

AI Model Analytics: Run analytics on model outputs to discover deep insights on data drift, profiles, and accuracy.

EnsoRhea

The Conversational AI Agent for Rules Extraction

EnsoRhea is a conversational AI agent that turns complex policies and unstructured documents into structured rules. With prebuilt, configurable agents requiring minimal setup, EnsoRhea delivers greater than 80% reduction in manual document extraction effort.

Healthcare-Specific Rule Intelligence: Extracts and interprets complex payer-provider contract and policy rules with high fidelity.

Seamless Integration: Integrates and enhances existing rules engine and claims systems without any disruption.

Governance and Transparency:   Ensures explainable, traceable rule generation through built-in SME review workflows and confidence scoring.

From fragmented workflows
to intelligent payments.

Healthcare doesn’t need more systems. It needs better decisions across the entire payment lifecycle. By connecting prior auth, claims, appeals, and integrity into one intelligent value chain, we help healthcare organizations reduce cost, improve trust, and operate with confidence.