# How PropertyGuru uses H2O.ai

**3 months**: “we would have saved 3 months from dev to production”

As published on [h2o.ai](https://h2o.ai/case-studies/propertyguru-h2o). Captured by usedby on 2026-11-04.

- Company: [PropertyGuru](https://www.usedby.ai/companies/propertyguru.md)
- Tool: [H2O.ai](https://www.usedby.ai/tools/h2o-ai.md)
- Teams: Data science, Marketing

## The use case: how PropertyGuru deploys H2O.ai

PropertyGuru runs its end-to-end machine learning pipeline on H2O Driverless AI, covering image moderation, churn prediction, credit forecasting, and listing performance. Models are built with automated feature engineering and tuning and deployed to AWS Lambda.

Summary written by usedby from the source page, in English. The figures are those of H2O.ai and PropertyGuru, not ours.

> PropertyGuru runs its full ML pipeline on H2O Driverless AI, from image moderation to churn, deploying to AWS Lambda; its data scientist estimates Driverless AI would have saved three months from development to production.

> Had we used Driverless AI when we first started building models, we know that we would have saved 3 months from dev to production.
>
> Gautam Borgohain, Data Scientist at PropertyGuru

Source: [h2o.ai](https://h2o.ai/case-studies/propertyguru-h2o), captured 2026-11-04.

## Other companies using H2O.ai

- [ADP](https://www.usedby.ai/companies/adp.md) — Confirmed
- [AES](https://www.usedby.ai/companies/aes.md) — Confirmed
- [AT&T](https://www.usedby.ai/companies/att.md) — Confirmed
- [Acordo Certo](https://www.usedby.ai/companies/acordo-certo.md) — Confirmed
- [Airvantage](https://www.usedby.ai/companies/airvantage.md) — Confirmed
- [ArmadaHealth](https://www.usedby.ai/companies/armadahealth.md) — Confirmed

## What usedby checked

We compared the story with its live page on 2026-11-04.

- Checked: the figure 3 months is printed word for word on the page, near the name of PropertyGuru.
- Checked: the passage quoted above is copied word for word from the page, near the name of PropertyGuru.
- Checked: PropertyGuru uses H2O.ai. Confirmed line. Latest check across sources: 2026-11-04.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/propertyguru-h2o-ai · How we check: https://www.usedby.ai/methodology