Unified Data Observability and FinOps for Telecom Service Providers

Revefi provides telecommunications engineering, IT and data teams with continuous actionable insights into cloud data costs and pipeline reliability to maximize network ROI, minimize 5G data sprawl and secure data pipeline reliability.

Revefi dashboard for telecom service providers
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Data Pipelines are the Pulse of Modern Connectivity

In the telecommunications landscape, data pipelines are the critical infrastructure supporting 5G rollouts, billing integrity, and local subscriber satisfaction. From Seattle to Miami, when pipelines lag or cloud costs spiral, the impact is felt across your entire network ecosystem.

Revefi empowers Telecom data teams to pinpoint pipeline inefficiencies instantly, slash data processing expenses across regional hubs, and ensure mission-critical systems operate with carrier-grade precision.

Reduce Data Cost
by 30-70%

Query-level cost attribution, continuous right-sizing, idle resource detection.

Increase Efficiency
by 10×

665,000+ automated monitors tracking anomalies across all connected assets.

Get Results
in 5 mins

Instant visibility into AI token costs and LLM latency.

Operational Hurdles in Modern Telecom Infrastructure

To successfully scale 5G infrastructure and AI-powered telecommunications services, industry leaders require autonomous control over the hidden operational hurdles that threaten margins. From managing GenAI inference costs to securing multi-cloud data pipelines, the path to innovation requires precision.

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Controlling Volatile AI & LLM Expenditure

As US telecom carriers deploy Generative AI (GenAI) for automated customer support and network optimization, inference costs have become a primary budget risk. With some vendor pricing models increasing by nearly 30%, a sudden spike in subscriber inquiries can lead to massive cost overruns.

Controlling Volatile AI & LLM Expenditure

Establishing Governance for Agentic AI

The industry is rapidly shifting toward AI agents for autonomous network provisioning and proactive troubleshooting. However, without a robust governance framework, these systems may execute unoptimized or expensive commands in live production environments.

Establishing Governance for Agentic AI

Securing Mission-Critical Data Pipelines

From real-time Call Detail Record (CDR) processing to localized fraud detection, "silent" pipeline failures are a leading cause of revenue leakage.

Securing Mission-Critical Data Pipelines

Simplifying Multi-Cloud & Edge Computing Complexity

Managing fragmented data across Snowflake, Databricks, and various Edge compute nodes often results in "cost chaos." For regional data centers, maintaining spend accountability is a constant struggle.

Simplifying Multi-Cloud & Edge Computing Complexity

Eliminating Engineering Fatigue in DataOps

Network engineers are frequently overwhelmed by reactive troubleshooting and manual data fixes. This "toil" stalls 5G deployment and reduces competitive agility.

Eliminating Engineering Fatigue in DataOps

Solving the High-Stakes Challenges of Global Telecom Service Providers

To lead in a competitive market, telecom providers need more than basic monitoring; they require autonomous control over the hidden variables slowing down digital transformation.

Curbing Volatile AI & LLM Costs

As domestic carriers deploy GenAI for customer support and network optimization, inference costs have become a primary operational expense. With industry-wide AI pricing increasing by nearly 30%, Revefi provides the essential guardrails to prevent budget overruns during peak usage.

Curbing Volatile AI & LLM Costs

Governance for Agentic AI Deployment

With a projected 75% of organizations investing in agentic AI by late 2026, US telecom leaders are racing to deploy autonomous agents for network provisioning. Revefi offers the governance framework necessary to monitor these systems in production, ensuring they remain optimized and compliant.

Governance for Agentic AI Deployment

Data Pipelines as Mission-Critical Assets

In an era of real-time fraud detection and automated billing, "silent" pipeline failures lead to immediate revenue leakage. Revefi ensures data freshness and schema integrity, catching errors before they degrade the subscriber experience.

Data Pipelines as Mission-Critical Assets

Unified Visibility Across Multi-Cloud Sprawl

Managing fragmented data across Snowflake, Databricks, and Google BigQuery creates "cost chaos." Revefi synchronizes these silos, providing a single pane of glass for cost accountability across distributed US data centers and edge nodes.

Unified Visibility Across Multi-Cloud Sprawl

Recovering Engineering Hours from Reactive Ops

Highly-skilled network engineers are frequently bogged down by manual troubleshooting. Revefi automates the detection of slow queries and pipeline breaks, allowing your team to pivot from maintenance to high-impact 5G innovation.

Recovering Engineering Hours from Reactive Ops

Works Seamlessly with Your Existing Stack

Zero-touch, read-only integration. No agents, no pipeline changes.

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Cloud Data Platforms

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LLMs & AI Agents

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Compliance

Customer stories

1 / 6
A Fortune 500 Insurer using Snowflake.
711
Snowflake Warehouses
50%
Spend Reduced
<48h
Results in <48 hours
Snowflake spend dropping 50% within 48 hours of connecting Revefi
A Fortune 1000 Insurtech company.
5 out of 5 stars
“With Revefi, the value of FinOps and Data Observability became clear within just a few months. They identified savings, improved quality and more than paid for themselves in no time.”
Louis DiModugno
Louis DiModugno
Global CDO
Fortune 1000 Company
Read Case Study ↗
5 minutes to first insight, up to 30-70% lower cloud data costs, 665K+ automated monitors, 100% projected annual ROI
Healthcare provider using Snowflake.
27%
Less Snowflake spend
5×
Beyond the 5–6% expected
3 Weeks
To deliver, start to finish
Bar chart: 5-6% expected savings versus 27% actual savings
Fortune 200 Enterprise using Databricks.
~$1M
Saved during the free trial
25%
Of production covered so far
>$3M
Projected across all production
Bar chart: $1.0M saved in the free trial versus $3.0M projected savings
A Fortune 50 service provider, the largest BigQuery customer in the U.S.
100% Unified
All Data-SLAs and RCA
3x Increased
Interoperability between systems & tools
4 Platforms
In one interface: BigQuery, Looker, Composer & Gemini
Revefi connected to Gemini, Google BigQuery, Looker and Google Cloud Composer
Maximizing ROI of AI, F200 Enterprise.
8x
increase in AI spend in less than 4 months
25K+
users and increasing
200M+
requests monthly and increasing
10K+
AI services and increasing
How Revefi works: automated monitoring, alerting, recommendations and one-click actions
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See what Revefi could save you.

See Revefi on your own stack in a demo, or estimate your savings first with our calculators for Snowflake, Databricks, Google BigQuery and AI.

Cost calculator
Monthly LLM and AI spend
$120,000
Estimated savings
$24K to $48K
a month
See it in a demo