DataOps powered by Impetus Prism™ - Impetus

Agentic AI-driven DataOps, with unified observability at the core

Transform reactive data operations into autonomous, intelligent workflows
Impetus/Services/Data Engineering/DataOps powered by Impetus Prism™

Reimagine your DataOps journey with specialized AI agents* and next-gen observability

Shift from fragmented firefighting to a unified, scalable, autonomous cloud and data platform

1

Discover

Evaluate cost, performance & platform health

Assessment Agent

Gives strategies for operational excellence

Data Intelligence Agent

NL interface for data analysis & troubleshooting

2

Optimize

Tune workloads, optimize infrastructure

SQL Maestro™

Identifies and optimizes expensive queries

Databricks Job Analyzer

Helps right-size inefficient jobs

3

Automate

Drive autonomous CI/CD, governance & remediation

CI/CD Agent

Gives CI/CD optimization recommendations

Anomaly Detection Agent

Alerts on cost, usage & execution deviations

4

Operate

Control costs, accelerate releases, enhance resilience

SRE Agent

Proactively identifies and debugs failures

Cloud Provisioning Agent

Uses IaC templates to provision resources

5

Scale

Enable predictive operations at enterprise-scale

Job Failure Analyzer

Suggests ways to resolve failures

RCA Agent

Shows incident patterns & recommends resolutions

* The agents highlighted above are representative examples and not an exhaustive list.

Meet Prism

The Impetus Prism advantage

Industry’s first unified AI-led solution for observability and cost management

End-to-end solution for operational excellence and AI success

Assessment & DiscoveryContinuous ModernizationDay 2 Assurance
Assessment & Discovery

Uncover critical platform inefficiencies and reliability risks in <6 weeks

  • Health scorecard of pipelines, data freshness & operations
  • Cost & resource usage analysis with workload-level attribution
  • Critical anti-patterns & governance gaps across the stack
  • Optimization strategies with impact and effort
  • 6-month complimentary access to Impetus Prism
Continuous Modernization

Keep your pipelines optimized, reliable, and production-ready

  • Proactive monitoring across infra, data pipelines, queries, etc.
  • Performance gains through pipeline refactoring and tuning
  • Stability with CI/CD best practices & infra optimization
  • Measurable cost reduction with benchmarking
  • Defined operating standards and zero-touch runbooks
Day 2 Assurance

Drive sustained operational excellence and scale trusted AI

  • Managed DataOps with guaranteed SLAs & automated governance
  • Agentic workflows for faster, smarter incident resolution
  • AI-powered cost intelligence to catch Day 2 spikes
  • 12-month performance warranty for post-migration stability
  • Strategic roadmap aligned with evolving enterprise needs

Less manual burden, more measurable impact

Eliminate tool sprawl, save engineering hours, minimize outages, improve cloud ROI, and realize a waterfall of strategic business benefits.

25–30%

cloud cost reduction

50%

faster release cycles

50%

quicker incident resolution

40–60%

reduction in operational effort

Breakthrough outcomes delivered to customers

130+ AI business use cases enabled for a Fortune 100 airline

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800+ new customer wins for a Fortune 200 insurance & risk advisory leader

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75% improvement in processing performance for a leading US cosmetic retail chain

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Deep-rooted cloud partnerships

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Explore strategic DataOps trends and insights

FAQs

What is DataOps? +
DataOps is a methodology that applies agile, DevOps-like practices to data engineering and analytics. It focuses on automating, testing, and continuously monitoring data pipelines to ensure high-quality, reliable data. By improving collaboration and speed, DataOps enables teams to deliver trusted data for analytics and AI use cases.
What does unified observability mean for DataOps? +
Unified observability means having a clear view of everything happening across their cloud and data ecosystem—from infrastructure and pipelines to workloads and queries. When teams can see how these components interact, they can detect issues like failures and cost overruns earlier and take remedial actions before they escalate.
What is Impetus Prism™ and how does it support DataOps services? +
Impetus Prism is the industry’s first AI-enabled solution that unifies cloud observability, cloud cost management, and GenAI-driven optimization, offering a single-pane view of performance, usage, and spend across platforms. Powered by Prism’s intelligence, Impetus’ DataOps services deliver a scalable, observable, and autonomous cloud data platform for enterprises.
What types of challenges does Impetus DataOps address? +
Impetus DataOps services help organizations solve various data, cloud & AI related challenges, including limited observability, inefficient queries, governance gaps, performance issues, rising costs, and SLA breaches. Impetus’ DataOps services help create a resilient, governed, cost-efficient platform that supports advanced analytics and agentic AI workloads.
What outcomes can organizations expect from Impetus DataOps offerings? +
Organizations typically see measurable business benefits such as cloud cost reduction, faster release cycles, quicker issue resolution, better SLA adherence, and improvement in performance – from day one. Over time, these enhancements translate into a cascade of business benefits.
What role do AI agents play in Impetus DataOps? +
Impetus’ specialized AI agents help automate various effort-intensive tasks such as anomaly detection, performance tuning, job analysis, RCA, remediation, debugging, SRE monitoring and infrastructure optimization. This significantly reduces manual effort while improving response times and platform efficiency.

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