For effective tactical responses or reliable planning, AI apps need to explain WHY the predicted divergence will happen and WHAT CONTROL ACTIONS TAKEN NOW will improve outcomes in future, is the key to reliably uplift ROI for enterprise AI apps.
Reasoning about cause and effect underpins applications of scientific logic from policy formulation to system designs. However, causal AI entered enterprise planning and decision making relatively recently. Discovering the cause-and-effect relationships reflected in the data is key to automatically inferring the mechanisms of causal drivers and response events.
Albeado’s PRISM is a full solution causal AI powered decision-making platform that uniquely upscales traditional ML by combining domain knowledge, human expertise and causal inference to establish a clear chain of causality. This powers up PRISM to unlock causal understanding of data systems and automated workflows which have grown in complexity over time.
In addition, by optimally leveraging orchestration of AI agents and GPT interfaces for interactive what-if investigations, PRISM avoids steep learning curve or need for big data science involvement while ensuring transparent causal inferences for AI-driven decision making platform.
Enterprise Causal AI powered by PRISM™
As a full solution platform with GPT interfaces and AI agentic orchestration, PRISM empowers both C-Suite and operations teams. PRISM enables What-IF scenario modeling and automated Root Cause analysisI with easy abilities to
- Clearly view where the Enterprise outcomes are headed — whether they be Cost Overrun or Production Efficiency, Service Optimization or under the radar malfunctions.
- Rapidly spot Lags, Bottlenecks or Redundancies across Enterprise Systems, Processes, and Workflows.
- Intuitively Refine diagnosis of the Causes of Issues.
- Reliably Decide with full causal explanations which knobs to turn by how much for mitigations.
PRISM™ – Causal Intelligence Solution Platform
PRISM™ Causal AI is the industry’s only Enterprise Causal Intelligence solution platform that automates Root Cause Analysis to purposefully Recover the cause-and-effect relationships hidden in the data. PRISM™ Causal AI is a full solution platform for business users, not a development environment for Data Scientists. By automating the complexities of causal AI modeling, PRISM upends the notion that- Issues with state of the art AI/ML – high modeling costs or hallucinations of GPTs are inevitable
- Causal AI is too niche and complex to be a corporate accelerant to uplift AI value on top of standard AI/ML augmented business solutions
Rapid App builder Accelerates AI Use Cases ROI
- Independent of Cloud & Systems Architecture
- Integration light
- Not dependent on Large GPT models or Extensive Data
- Horizontally Scalable & Customizable within short time
- Compliant with Data Security & Privacy
Models in Near-Realtime, Causally & Continuously
- Long Horizon Forecasts
- Near-Realtime Hotspot or Issue Alerts
- Data, Process & System Knowledge and Causally Aware Models
- Supports Multiple Domains
Optimizes Efficiency and boosts ROI Iteratively
- See Bottlenecks during what-if modeling with data
- Estimate effect of action using causal inferencing, domain knowledge and prior results
- Iteratively Optimize Systems & Processes
Durable Strategic ROI for Enterprise decision makers
Over more than a decade, Albeado has built innovative AI applications on PRISM™ Enterprise Causal Intelligence platform. Powering innovative use cases for Healthcare Industry, Network Service Operations, Cloud operators, and Production enterprises PRISM delivers industry leading ROI – clearly and reliably – across multiple sectors.
Innovative Enterprises work with Albeado
