The Enterprise AI Trust and Observability Platform | Impetus Prism™
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Impetus Prism™
The Enterprise AI Trust & Observability Platform

Unify observability, tokenomics, agentic DataOps and risk management. Run and scale AI with complete assurance.

See it in action
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Webcast

Forrester Analyst Webinar: Next-Generation Observability in the Era of Agentic AI

PoV

Forrester Point of View: Contextual Observability for AI-Accelerated Transformation

Rising costs, growing complexity, and governance gaps threaten enterprise AI success

Everything you need to bridge the AI trust gap

Keep your AI systems and agents safe, reliable, and accountable at scale.

Observe

One pane of truth across AWS, Azure, Google Cloud, Snowflake, and Databricks as well as infra, pipelines, LLMs, agents & context.


Optimize

Optimize costly queries with Impetus SQL Maestro™, supercharge performance, and reduce token and cloud spend.


Predict

Detect anomalies early, flag potential risks, and enable self-healing DataOps to protect SLAs and safeguard customer trust.


Govern

Ensure explainability and safety with guardrails for PII detection, toxicity, bias mitigation, prompt injection etc.


One control plane. Limitless possibilities.

Explore strategic use cases and discover how Prism helps transform enterprise AI, data & cloud complexities into strategic competitive advantage.

Prism Platform 5
Prism Platform 4
Prism Platform 3
Prism Platform 2
Prism Platform 1
95%
Agent accuracy
50%
Lower operational cost 
20-30%  
Faster query performance
100%
AI auditability & traceability

AI OBSERVABILITY


Lower Token Costs. Monitor Context Health.

Get an end-to-end view correlating AI spend, performance, usage, and system health across models, applications, agents, users, and supporting services. With automated cost attribution, token analytics, performance monitoring, context health insights, and distributed tracing, Prism helps teams pinpoint cost and operational bottlenecks and identify high-impact optimization opportunities.

The result: AI that performs predictably, scales efficiently, and delivers greater business value and ROI.

AI SECURITY


Address Emerging Risks. Strengthen AI Trust.

Detect sensitive data exposure, prompt injection, toxic outputs, privacy risks, and other AI security threats before they impact the business. Get end-to-end visibility into AI behavior with detailed traces, risk scoring, root-cause analysis, remediation guidance, and agent performance benchmarking. Continuously evaluate, govern, secure, and optimize AI at scale.

The result: Lower compliance risks, stronger security and governance, and greater confidence in every AI outcome.

DATABRICKS


Optimize Every Workload. Slash Compute Costs.

Gain end-to-end visibility into your Databricks spend across clusters, jobs, SQL Warehouses, queries, and workspaces. Correlate costs with cluster efficiency, job execution, and resource utilization. Leverage RCA agents, SQL Maestro™, and anomaly detection to continuously optimize workloads.

The result: Lower operating costs, more efficient cluster utilization, faster issue resolution, and greater ROI from your Databricks investment.

AWS


Cut Cloud Waste. Enhance Enterprise Resilience.

Get a unified view of your AWS environment—cost, performance, utilization, security, compliance, and DevOps maturity. Drill into services like S3, Glue, Redshift, SageMaker, EC2, Bedrock, and more to understand usage, uncover optimization opportunities, and detect cost anomalies. Benchmark operational maturity and identify compliance gaps before business is impacted.

The result: Lower costs, improved efficiency, safer & more resilient operations, and better returns on your AWS investment.

Check out next-gen features like SQL Maestro™ and job-level optimizations

Try now with sample data or your own data

Insights for advancing your journey to trusted AI outcomes

SOLUTION BRIEF

Impetus Prism™: The enterprise AI trust and observability platform

Unify optimization, tokenomics, agentic DataOps, and risk management to scale AI with complete assurance

CASE STUDY

How a leading US retailer optimized 7000+ pipelines and enabled 70% faster BI reporting

CASE STUDY

Enabling 800+ new customer wins for a Fortune 200 insurance company with agentic DataOps

All you need to know about Impetus Prism

Which technologies does Impetus Prism support? +
Impetus Prism supports AWS, Azure, Google Cloud, Databricks, and Snowflake. This means enterprises can manage costs, performance, and observability across multi-cloud and data platforms from a single, unified solution.
What deployment options are available for Impetus Prism? +
Impetus Prism can run in your on-premise environment or as a SaaS service hosted by Impetus. This flexibility lets enterprises choose on-premises control or managed convenience.
How far back can Impetus Prism analyze data? +
Impetus Prism analyzes data from 1 day to 2 years, depending on how much your cloud or data platform retains. This enables both quick checks and long-term trend analysis in a single streamlined solution.
How does Impetus Prism ensure data security? +
All data is processed securely, stored in encrypted form, and never exposed outside your environment. Impetus Prism adheres to enterprise-grade level security provisions to reduce compliance risk across any IT environment.
Can I customize reports in Impetus Prism? +
Absolutely! Impetus Prism reports can be easily customized to match your organization’s dynamic enterprise requirements, financial structures, or compliance needs.
How is Impetus Prism licensed? +
Impetus Prism uses a modular platform license structure so you pay only for the capabilities you need (e.g., AWS only, Databricks only, or AWS + Databricks). This makes costs predictable and aligned with your unique IT environment.
Does Impetus Prism use my data to train GenAI models? +
No. GenAI features use your own LLM keys (e.g., OpenAI, Azure OpenAI). Your data is not used for training, ensuring privacy and compliance.
How do I enable GenAI features in Impetus Prism? +
Simply provide your own LLM provider keys. Once configured, Impetus Prism delivers PrismIQ GenAI-powered insights and SQL Maestro optimizations with full security and control.
What are the prerequisites for running Impetus Prism? +
You’ll need a machine that meets current hardware requirements and cloud environments configured to export cost and performance data with the necessary permissions.
Does Impetus Prism require write access to my cloud? +
By default, Impetus Prism only requires read access for analysis. For AWS and Azure, you may optionally grant write access to enable automated fixes and optimizations.

Ready to unlock clarity, control, and confidence?