Impetus Prism™
The Enterprise AI Trust and Observability Platform
As organizations scale AI systems and agents, fragmented visibility, rising token costs, black-box decisions, and accuracy concerns erode trust. Impetus Prism is the industry’s only platform that closes the gap — unifying observability, context health, token optimization, agentic DataOps, and risk management — so you can run and scale AI with complete assurance.
THE CHALLENGE
Rising costs, growing complexity, and governance gaps threaten enterprise AI success.
Three problems compound each other in enterprise AI programs:
Fragmented Visibility
Teams lack unified visibility across cloud, data & AI platforms. Siloed dashboards and disconnected insights hide what drives performance vs what drains it.
Reactive Cost Management
Cloud cost overruns, token inefficiencies, and SLA risks appear too late. Teams can’t tie every dollar spent to a business outcome or data product value.
Compliance Risks
Inadequate guardrails & governance loopholes pose serious business risks. Enterprises need the right controls to ensure explainability and auditability.
THE PRISM ADVANTAGE
Everything you need to bridge the AI trust gap.
Gain the clarity and control you need to keep enterprise AI safe, reliable, and accountable at scale.
Transform scattered telemetry into predictive insights and shared context.
Take control of your token, cloud, and data platform spend to maximize ROI.
Leverage AI agents to continuously monitor, enhance performance, and heal your data platform.
Ensure AI compliance and trust with robust guardrails and human-in-the-loop controls.
What Impetus Prism Delivers
NEXT-GEN CAPABILITIES
Optimize Everything. Act Faster. Spend Smarter.
Move beyond the limitations of traditional tools. Experience unified intelligence with Prism.
Impetus Prism unifies cost visibility, performance monitoring, and AI-driven optimisation across AWS, Azure, Google Cloud, Databricks, and Snowflake — in a single plane. It maps costs down to resources, workloads, teams, and business units with built-in chargeback/showback capabilities, and surfaces anomalies and right-sizing opportunities before they impact budgets or SLAs.
AI Observability
Understand every AI interaction from start to finish. Trace cost, performance, latency, and execution flow from user request to agent action with end-to-end visibility.
AI Trust & Accuracy
Ensure your AI agents are secure, compliant, and reliable at scale. Continuously measure accuracy, detect security risks, and build confidence in every AI-driven decision.
Token Efficiency
Control AI costs without compromising outcomes. Prism identifies token waste, quantifies savings opportunities, and recommends optimizations that maximize efficiency at scale.
Conversational Cost Intelligence with PrismIQ
Ask PrismIQ questions in plain English and get real answers. Enable intuitive cost exploration and unified reporting across AWS, Azure, Google Cloud, and Databricks.
Smart Optimization with Impetus SQL Maestro™
Leverage SQL Maestro™ to zero in on resource-draining queries, right-size workloads, and continuously tune new queries as real-world production traffic hits.
Intelligent DataOps with Specialized AI Agents
Agents that continuously monitor performance, detect anomalies, and execute pre-approved corrective actions — from query optimization to pipeline healing to cost management — making operations autonomous and intelligent.
STRATEGIC USE CASES
One control plane. Limitless possibilities.
Discover how Prism helps transform enterprise AI and cloud complexities into strategic competitive advantage.
Filter by industry
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.
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.
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.
Platform
integrations
Customer success
Accelerated insights across the retail value chain with agentic AI
Built a high-performance, enterprise-grade analytics foundation with agentic AI workflows for mission-critical use cases — including order fulfillment, dynamic pricing, personalized offers, and more.
Enhanced customer experience and unlocked new revenue streams
Engineered a scalable, governed, AI-ready data platform on AWS. Leveraged agentic DataOps with advanced analytics to meet growing customer expectations and enable new business opportunities.
Scaled enterprise-wide AI adoption while optimizing cost and reliability
Accelerated Teradata modernization to a scalable AWS-based data lake, powering AI-driven chatbots, baggage tracking, passport OCR, personalized offers, and more.
Ready to trust and scale your AI operations?
In a 2-hour Prism Assessment, our engineers will review your current AI agent testing gaps, identify where IntelliOps can immediately reduce operational burden, and give you a concrete path to autonomous data operations.