After two years of building cloud-native backup and recovery for large environments, we keep seeing one pattern: coverage that looks complete runs on native snapshots, manual policies, and invisible gaps.
What is cloud-native backup and recovery?
Cloud-native backup and recovery is data protection built for cloud infrastructure. It uses provider APIs and agentless architecture to discover, protect, and recover workloads across AWS, Azure, and GCP from one control plane.
The distinction worth drawing is cloud-compatible versus cloud-native. A tool that merely runs in or connects to the cloud is cloud-compatible; a platform architected around cloud services from the start (provider APIs, object storage, identity, cross-region replication) is cloud-native, with granular recovery and immutable, logically air-gapped storage built in.
Legacy vendors bolted cloud support onto on-premises architectures that still assume local networks, agents, and monolithic restores, the mismatch that frustrates teams running natively in AWS, GCP, or Azure.
Why do native cloud backup tools fall short?
Native backup tools from AWS, Azure, and GCP cover basic snapshot management. They work for small environments with a handful of resources. They start breaking down once you're managing multiple accounts, regions, or cloud providers.
Here are the specific gaps we see repeatedly:
- Granular recovery is limited: AWS Backup added item-level recovery for EBS and S3, but only after you build an index and capped at five items per restore; managed databases stay coarse-grained, so recovering one RDS row still means standing up a full instance.
- No cross-cloud coverage: AWS Backup is scoped entirely to the AWS ecosystem, so a BigQuery or Azure SQL workload falls outside it, splitting backup across separate tools and policies for the multi-cloud setups most enterprises now run.
- Manual policy management at scale: Native tools assign policies through manual tagging, which breaks across thousands of resources as new ones ship untagged and policies drift. Eon's 2025 State of Cloud Backup report found 51% still rely on manual or semi-automated processes.
- No backup posture visibility: Native tools can't tell you what's protected, what's drifting, and what's unprotected, so without a centralized view across accounts and regions, gaps accumulate silently.
Cloud Backup Posture Management (CBPM) closes most of these gaps: it discovers and classifies resources across accounts and providers, auto-assigns policies by data type, and flags drift and coverage gaps as they appear, with no manual tagging.
What does cloud-native backup cost (and where are you overpaying)?
Native cloud backup looks cheap per gigabyte, which is exactly what hides the cost problem.
Standard-tier rates in comparable US regions. EBS snapshots are block-volume backups; the rest are object storage.
Redundancy is the real driver of backup cost. If 100 EC2 instances share 80% of the same base AMI, OS, and application stack, native snapshots store 100 near-identical copies at full price, because snapshots dedupe within a single volume and never across volumes or accounts.
Backup storage then grows faster than the production data it protects.
Platform-level deduplication and compression close that gap. Eon applies global deduplication and compression at ingest across all backup data in a customer's vault, cutting backup storage costs by 30–50% versus native snapshots.
NETGEAR cut backup storage costs by 35% while bringing 10TB recovery from 24 hours to under 3 hours, and Innago reached 40% storage savings across EKS, PostgreSQL, and MariaDB without deploying an agent.
What should you evaluate in a cloud-native backup platform?
When you evaluate cloud-native backup platforms, these are the capabilities that separate tools built for cloud scale from the ones that weren't:
- Agentless deployment: API-based, read-only connection with no software installed on production instances.
- Multi-cloud coverage: one platform covering AWS, Azure, and GCP from a single control plane.
- Automated policy enforcement: auto-discovery, classification, and policy assignment based on data type and compliance needs.
- Backup posture management: real-time visibility into protected, drifting, and unprotected resources across every account.
- Granular recovery: file, record, table, or object-level recovery without spinning up full environments.
- Deduplication and compression: global, cross-resource deduplication and compression at ingest.
- Ransomware detection: anomaly detection across VMs, object storage, and databases, with last-clean-snapshot identification.
- Backup data usability: queryable, searchable backup data for analytics, compliance, and AI workloads.
How does backup data become a usable asset?
Most organizations treat backup data as something you pay for and hope you never need. That framing leaves an enormous amount of value on the table.
Backup environments contain a complete, time-series record of your cloud infrastructure: every database state, configuration file, and object version, indexed over time. If that data is queryable without a full restore, it becomes useful for compliance audits, incident forensics, analytics, and AI/ML training.
The problem is that traditional backup architectures lock this data behind full-environment restores. To query a database table from last Tuesday's backup, you'd need to spin up a new database instance, restore the full snapshot, run your query, then tear everything down.
That workflow takes hours, costs money in compute, and rarely happens in practice because the overhead isn't worth it.
Eon's Live Data Lake eliminates that overhead by converting backup data into open formats (Apache Iceberg, Parquet) that ingest with zero ETL into data warehouses like Snowflake, Databricks, BigQuery, and Athena.
Teams run analytics and ML workloads on historical backup data without ETL pipelines, without restores, and without touching production. Database Explorer lets teams query backed-up database data directly within Eon, and Global Search finds individual files and database records across multiple clouds in seconds.
SoFi ran a five-region AWS environment where recovery previously took a full day. With Eon, recovery dropped to minutes, retention policy changes went from hours to seconds, and the team achieved over 100% ROI in the first year.
How do you protect cloud-native backups from ransomware?
Ransomware attacks now target cloud backups directly. Sophos found that enterprise backup use for recovery fell to 53% in 2025, a four-year low, down from 73% the year before. IBM put the global average cost of a data breach at $4.44 million in 2025.
Immutable, logically air-gapped backup storage is the foundation. It means backup data lives in a vault that production credentials cannot modify or delete. Even if an attacker gains full access to your AWS account, they cannot reach the backup vault through those credentials. This is a baseline requirement for any cloud-native backup platform.
But immutability alone doesn't solve the full problem. An immutable snapshot that captured already-corrupted data is useless for recovery. This is especially true for managed databases (RDS, Aurora, DynamoDB), where file-level malware scanning doesn't apply. Detecting ransomware in these environments requires logical analysis of the backup data itself.
Eon's ransomware protection includes anomaly detection across VMs, object storage, and databases. It identifies the last clean snapshot and enables granular recovery of only the affected data, not a full-environment restore. StructuredWeb cut backup retrieval time by 98% after moving off manual snapshot management.
Are your cloud backups actually protecting you?
Most teams we talk to believe their backup coverage is solid. When we run the numbers, the gaps are larger than expected: unprotected resources, policy drift across accounts, recovery workflows that haven't been tested, and backup storage costs that grow unchecked.
The question worth asking: if your team needed to recover a single database table from three days ago, how long would that take? If the answer is "hours" or "I'm not sure," that's the gap worth closing.
Book a demo to see how Eon handles backup posture management, granular recovery, and cost visibility across your cloud environment.
Frequently Asked Questions
What is cloud-native backup and recovery?
Cloud-native backup and recovery is data protection built for cloud environments. It uses cloud APIs and agentless architecture to discover, protect, and recover workloads across providers without agents or on-premises appliances, designed from the ground up for multi-account, multi-region, and multi-cloud environments.
How is cloud-native backup different from traditional cloud backup?
The main difference between cloud-native and traditional cloud backup is architecture. Traditional tools were built for on-premises and adapted to the cloud, so they typically need full-environment restores; cloud-native platforms use provider APIs directly, deploy without agents, and support granular file- or record-level recovery.
What are the limitations of AWS Backup?
AWS Backup is limited to the AWS ecosystem and does not support cross-cloud coverage. It lacks native file-level or record-level recovery for most services, requiring full snapshot restores. Cross-region backup requires manual configuration per vault, and policy assignment depends on manual resource tagging, which breaks down in large multi-account environments.
How much can cloud-native backup reduce storage costs?
Cloud-native backup platforms with global deduplication and compression typically reduce backup storage costs by 30–50% compared to native cloud snapshots. The savings come from eliminating redundant data stored across volumes, accounts, and regions that native snapshots handle independently.
Can backup data be used for analytics or AI?
Yes. Cloud-native platforms that convert backup data into open formats (like Apache Iceberg and Parquet) can integrate directly with data warehouses such as Snowflake, BigQuery, and Databricks. This makes historical backup data available for analytics, compliance audits, and AI/ML training without running ETL pipelines or restoring full environments.
How does cloud-native backup protect against ransomware?
Cloud-native backup protects against ransomware with immutable, logically air-gapped storage that attackers can't modify or delete. Advanced platforms add anomaly detection to find the last clean recovery point and restore only the affected data, not the full environment.
