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Enterprise Data Observability Software Market Size, Share and Forecast 2026-2036

The global enterprise data observability software market is worth USD 819 mn in 2026 and is forecast to reach USD 6.0 bn by 2036, growing at a 22.0% CAGR. United States is the largest country market and Quality and anomaly detection is the largest by function segment.

USD 819 mnMarket size 2026
USD 6.0 bnForecast 2036
22.0%CAGR 2026-2036
United StatesLargest country

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5 segmentation views25 countries2026 to 2036 yearly forecast

Market overview

The global enterprise data observability software market is worth USD 819 mn in 2026 and is forecast to reach USD 6.0 bn by 2036, growing at a 22.0% CAGR. United States is the largest country market and Quality and anomaly detection is the largest by function segment.

ScopeSoftware that watches the quality, freshness, volume and lineage of enterprise data pipelines and warns teams of breaks, sold by subscription to data and analytics teams.
IndustryTechnology
Value 2025USD 650 mn
Value 2026USD 819 mn
Value 2036USD 6.0 bn
CAGR 2026-203622.0%
Volume 202611,455 installations
Volume 203692,518 installations
Average price 2026USD 71,500 per installation
Report priceStarts from USD 1,999
PublishedNovember 2026

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Enterprise Data Observability Software market size and forecast, 2026-2036

Exhibit 1The global enterprise data observability software market is forecast to grow from USD 819 mn in 2026 to USD 6.0 bn by 2036, more than five times its 2026 sizeGlobal market value in USD: 2025 base year, 2026 estimate and forecast to 2036. CAGR 2026 to 2036: 22.0%
Enterprise Data Observability Software market value, 2025 to 2036Market value by year. 2025: USD 650 mn; 2026: USD 819 mn; 2027: USD 999 mn; 2028: USD 1.2 bn; 2029: USD 1.5 bn; 2030: USD 1.8 bn; 2031: USD 2.2 bn; 2032: USD 2.7 bn; 2033: USD 3.3 bn; 2034: USD 4.0 bn; 2035: USD 4.9 bn; 2036: USD 6.0 bn. Compound annual growth rate 2026 to 2036: 22.0%.2025819 mn20262.2 bn20316.0 bn203622.0% CAGR

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

YearMarket value
2026USD 819 mn
2027USD 999 mn
2028USD 1.2 bn
2029USD 1.5 bn
2030USD 1.8 bn
2031USD 2.2 bn
2032USD 2.7 bn
2033USD 3.3 bn
2034USD 4.0 bn
2035USD 4.9 bn
2036USD 6.0 bn

Enterprise Data Observability Software market segmentation

By function

Exhibit 2Quality and anomaly detection is the largest segment by function, with 40.0% of 2026 revenueEstimated share of 2026 global revenue, by function
Enterprise Data Observability Software market share by function, 2026Share of 2026 revenue by function. Quality and anomaly detection: 40.0%; Lineage and pipeline monitoring: 30.0%; Cost and performance: 30.0%.Quality and anomaly detection40.0%Lineage and pipeline monitoring30.0%Cost and performance30.0%

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
Quality and anomaly detection40.0%33.3%USD 328 mn19.8%
Lineage and pipeline monitoring30.0%32.0%USD 246 mn22.8%
Cost and performance30.0%34.7%USD 246 mn23.8%

By company size

Exhibit 3Large enterprises adds the most revenue by company size, growing from USD 508 mn in 2026 to USD 3.0 bn by 2036Estimated revenue in USD by company size, 2026 and 2036 forecast
Enterprise Data Observability Software market by company size, 2026 and 2036Revenue by company size in 2026 and 2036. Large enterprises: USD 508 mn in 2026, USD 3.0 bn in 2036, change +497%; Mid-size companies: USD 246 mn in 2026, USD 2.2 bn in 2036, change +798%; Small companies: USD 66 mn in 2026, USD 746 mn in 2036, change +1,038%.20262036 forecastChangeLarge enterprises+497%508 mn3.0 bnMid-size companies+798%246 mn2.2 bnSmall companies+1,038%66 mn746 mn

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
Large enterprises62.0%50.7%USD 508 mn19.6%
Mid-size companies30.0%36.9%USD 246 mn24.5%
Small companies8.0%12.5%USD 66 mn27.5%

By deployment

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
SaaS62.0%70.0%USD 508 mn23.5%
Self-managed22.0%15.0%USD 180 mn17.4%
Hybrid16.0%15.0%USD 131 mn21.2%

By data source

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
Cloud data warehouses36.0%37.0%USD 295 mn22.3%
Data lakes24.0%24.0%USD 197 mn22.0%
Streaming pipelines18.0%20.0%USD 147 mn23.3%
Operational databases22.0%19.0%USD 180 mn20.2%

By end user

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
BFSI27.0%26.0%USD 221 mn21.5%
Retail and e-commerce18.0%18.0%USD 147 mn22.0%
Healthcare12.0%13.0%USD 98 mn23.0%
Technology and telecom26.0%26.0%USD 213 mn22.0%
Others17.0%17.0%USD 139 mn22.0%

Top 25 countries for enterprise data observability software by revenue

Countries are ranked by revenue earned from sales in the country, not by where the product is made. The ten largest hold 89.0% of 2026 revenue and the 25 countries below together hold 97.4%.

Exhibit 4United States is the largest country market at USD 410 mn in 2026, and the three largest countries hold 64.0% of global revenueEstimated 2026 revenue in USD and share of the global market, ten largest countries
Enterprise Data Observability Software market, ten largest countries in 2026Ten largest countries by 2026 revenue. United States: USD 410 mn, 50.0%; United Kingdom: USD 66 mn, 8.0%; Germany: USD 49 mn, 6.0%; France: USD 33 mn, 4.0%; Canada: USD 33 mn, 4.0%; India: USD 33 mn, 4.0%; Australia: USD 29 mn, 3.5%; Netherlands: USD 29 mn, 3.5%; Japan: USD 25 mn, 3.0%; Singapore: USD 25 mn, 3.0%.United States410 mn 50.0%United Kingdom66 mn 8.0%Germany49 mn 6.0%France33 mn 4.0%Canada33 mn 4.0%India33 mn 4.0%Australia29 mn 3.5%Netherlands29 mn 3.5%Japan25 mn 3.0%Singapore25 mn 3.0%

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

#CountryValue 2026Share 2026Value 2036CAGR 2026-36
1United StatesUSD 410 mn50.0%USD 2.8 bn21.2%
2United KingdomUSD 66 mn8.0%USD 449 mn21.2%
3GermanyUSD 49 mn6.0%USD 365 mn22.2%
4FranceUSD 33 mn4.0%USD 245 mn22.3%
5CanadaUSD 33 mn4.0%USD 245 mn22.3%
6IndiaUSD 33 mn4.0%USD 395 mn28.3%
7AustraliaUSD 29 mn3.5%USD 215 mn22.3%
8NetherlandsUSD 29 mn3.5%USD 215 mn22.3%
9JapanUSD 25 mn3.0%USD 168 mn21.2%
10SingaporeUSD 25 mn3.0%USD 215 mn24.2%
11SwedenUSD 14 mn1.7%USD 101 mn21.7%
12SwitzerlandUSD 11 mn1.4%USD 81 mn21.6%
13IrelandUSD 9.1 mn1.1%USD 76 mn23.6%
14IsraelUSD 7.3 mn0.9%USD 61 mn23.7%
15SpainUSD 5.8 mn0.7%USD 41 mn21.6%
16ItalyUSD 4.7 mn0.6%USD 33 mn21.6%
17DenmarkUSD 3.7 mn0.5%USD 26 mn21.7%
18NorwayUSD 3.0 mn0.4%USD 21 mn21.7%
19BelgiumUSD 2.4 mn0.3%USD 17 mn21.6%
20MexicoUSD 1.9 mn0.2%USD 16 mn24.0%
21United Arab EmiratesUSD 1.6 mn0.2%USD 13 mn23.2%
22Saudi ArabiaUSD 1.2 mn0.1%USD 10 mn23.5%
23PolandUSD 0.98 mn0.1%USD 8.4 mn23.9%
24TurkeyUSD 0.82 mn0.1%USD 6.6 mn23.2%
25South AfricaUSD 0.66 mn0.08%USD 4.8 mn22.0%
Rest of worldUSD 22 mn2.6%USD 148 mn21.3%
Exhibit 5United States and United Kingdom account for 54% of the USD 5.2 bn the market is forecast to add by 2036Forecast revenue added between 2026 and 2036 by country, in USD
Enterprise Data Observability Software market, where the growth to 2036 comes fromRevenue added between 2026 and 2036. Market value 2026: USD 819 mn. United States: +USD 2.4 bn; United Kingdom: +USD 383 mn; India: +USD 362 mn; Germany: +USD 316 mn; France: +USD 213 mn; 20 other countries: +USD 1.4 bn; Rest of world: +USD 127 mn. Market value 2036: USD 6.0 bn.Market value 2026819 mnUnited States+2.4 bnUnited Kingdom+383 mnIndia+362 mnGermany+316 mnFrance+213 mn20 other countries+1.4 bnRest of world+127 mnMarket value 20366.0 bn

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

Competitive landscape

Group 1: Global leaders

  • Monte Carlo
  • Informatica
  • Collibra
  • IBM
  • Datadog

Group 2: Regional and specialist players

  • Acceldata
  • Bigeye
  • Anomalo
  • Ataccama
  • Precisely
  • DQLabs
  • Sifflet
  • Telmai
  • Validio

Group 3: Emerging and niche players

  • Soda
  • Great Expectations
  • Datafold
  • Lightup
  • Elementary Data

Research methodology

Every figure on this page comes from the research framework that we apply to all of the markets we cover. The 2025 base for the enterprise data observability software market is built from the volume sold and the price that buyers pay, and is cross-checked against the size of the wider industry the market belongs to. Where a market can be sized in more than one way, the routes are compared before a figure is set.

The forecast runs year by year from the 2025 base to 2036. Growth in each year reflects demand from the industries that buy the product, adoption of new technology, pricing, regulation and replacement cycles. Volume and price are modelled together, so revenue in each year equals volume multiplied by average price. The 2026 to 2036 compound annual growth rate of 22.0% is calculated from the resulting values.

The market is divided by function, by company size, by deployment, by data source, by end user. The 25 largest countries are ranked by revenue earned from sales to buyers in each country, not by where the product is made. Segment values and country values add up to the market total in every year, and every report is checked for consistency before it is published.

Companies are placed in three groups: global leaders, regional and specialist players, and emerging and niche players. The groups describe how companies compete in the market. They are not a ranking and they are not market shares.

Our analysts also carry out primary research. Customized reports add interviews with key opinion leaders, such as senior executives, technical specialists and buyers, to test the assumptions behind the numbers for the question being asked.

Read the full research methodology

Frequently asked questions

How big is the enterprise data observability software market?

The global enterprise data observability software market is estimated at USD 650 mn in 2025 and USD 819 mn in 2026.

How fast will the enterprise data observability software market grow?

It is forecast to reach USD 6.0 bn by 2036, a compound annual growth rate of 22.0% from 2026, an increase of USD 5.2 bn.

Which country is the largest market for enterprise data observability software?

United States is the largest market by revenue at USD 410 mn in 2026, 50.0% of the global total. The three largest countries together hold 64.0%.

Which country is growing fastest?

Among the ten largest markets, India is growing fastest at 28.3% a year from 2026 to 2036.

Which enterprise data observability software segment is largest?

In the by function split, Quality and anomaly detection is the largest segment with 40.0% of 2026 revenue.

Who are the leading enterprise data observability software companies?

Global leaders include Monte Carlo, Informatica, Collibra, IBM.

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