Semantic Coherence: Tiger Data (Timescale, Inc.) – Signal Evidence & AI Readability

// primitives
[H2] Built for the hardest workloads
The foundational capabilities that power fast ingest, efficient storage, and real-time analytics at scale.Start a free trialContact salesAutomatic partitioning
[H3] Automatic partitioning
Time- and key-based partitioning for fast reads and writes.Row-columnar storage
[H3] Row-columnar storage
Row storage for writes, columnar storage for analytics, with compression.Tiered storage
[H3] Tiered storage
Hot data on SSD, colder data on low-cost object storage.Lakehouse integration
[H3] Lakehouse integration
Ingest from Kafka and S3, replicate to Iceberg.Time-series functions
[H3] Time-series functions
200+ SQL functions for time-based analytics.Interface
[H3] Interface
Postgres-native access via SQL, APIs, CLI, and UI.Search
[H3] Search
Hybrid retrieval with keywords, vectors, filters, and ranking.

[H1] Get in touch with Tiger Data
Trusted byTrusted by Thousands of companies in IoTTrusted byTrusted by Thousands of companies in IoT

[H1] Tiger Data Security
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[H2] Tiger Data provides robust security designed to meet the stringent demands of developers in regulated and sensitive environments.
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[H3] Compliance and Audits
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[H4] SOC2 Type 2
Tiger Data’s SOC 2 report is available to all customers on Tiger Cloud Scale or Enterprise Plans.
[H4] GDPR
Tiger Data fully complies with GDPR regulations, with all related requests handled via our support team.
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[H4] HIPAA
We offer HIPAA (Health Insurance Portability and Accountability Act) compliance for Enterprise Plan subscribers.
[H4] CCPA
Data notice at collection in compliance with the California Consumer Privacy Act. Read more in Tiger Data's Privacy Policy, Section 10.
[H3] Authentication and Encryption
[H4] MFA
Tiger Data offers secure Multi-Factor Authentication (or 2FA) for all customers.
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[H4] Encryption in transit
Tiger Data requires industry-standard Transport Layer Security (versions 1.2+) encryption for all connections. All database services support client certificate verification modes. Critical internal traffic is protected by mutual TLS.
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[H4] Encryption at rest
All data volumes, including backups, are encrypted at rest with unique keys specific to each service, and keys are automatically rotated at a regular cadence. Data encryption keys with AWS-KMS, and Virtual Private Network (VPN) keys with OpenSSL, are both 256-bit key; website SSL certificates with TLS areis 128-bit key.
[H4] SSO/SAML
SSO/SAML authentication is available to all customers on the Tiger Cloud Enterprise Plan.
[H3] Network Security and
Data Sovereignty
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[H4] Backups
All customer databases are continuously backed up to highly durable storage. Point-In-Time Recovery (PITR) is available to all database services.
[H4] Data center security
Tiger Cloud runs all services on AWS data centers which have some of the highest levels of security and reliability available.
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[H4] Payments and PCI
Credit card payments are processed through Stripe without storing personal credit card information.*
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[H4] Intrusion detection/Pen test
Tiger Data regularly collaborates with external security audit firms to assess our security posture and intrusion detection capabilities. Results of the tests are available by request.
[H4] Subprocessor transparency
Tiger Data keeps the list of data subprocessors on the Tiger Data website for review.
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[H4] Vulnerability scans
Software developed by Tiger Data is constantly analyzed by static analysis security tools. Code is reviewed as changes are proposed and security design reviews take place as needed. If you discover a security vulnerability, please review our Vulnerability Disclosure Policy.
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[H4] VPC peering
Privately link your application’s VPC to a dedicated VPC running Tiger Cloud, so traffic stays off the public internet while retaining low-latency performance.
[H4] AWS Transit Gateway
Route traffic from different clouds, on-premise data centers and other AWS services through a single Tiger Cloud connection using AWS Transit Gateway.
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[H4] IP allow lists
Restrict access to your Tiger Cloud services to trusted IP addresses only, preventing unauthorized connections without the need for a Virtual Private Cloud.
[H3] Bullet-proof Support
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[H4] Operations support
Support is fully staffed 24x7 globally, with a Service Level Agreement based on issue severity. Contact us for your support and operations requests.
[H4] Security guidance
Engineering review for security best practices, making sure your Tiger Cloud deployment is secure from unauthorized access, data breaches, and other security threats.
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[H4] Security monitoring
Tiger Data uses 24/7 on-call rotations with internal escalations to monitor all systems. Subscribe to our status page for system-wide alerts.*Credit card payments are processed through Stripe without storing personal credit card information. Corporate invoicing is also available to Customers spending at least $1000/month. Stripe is a certified PCI Service Provider Level 1, which is the highest level of certification in the payments industry.

Tiger Cloud
[H1] Production Postgres
That Doesn't Break
From the Creator of TimescaleDB, fully-managed, highly available, at petabyte scaleStart a free trialContact salesTrusted by
[H4] Durability by the numbers
[H4] Durability by the numbers
99.9% uptime SLAMonthly guarantee for HA Replicated services (Enterprise). Public SLA. Real-time status page.110,000+ IOPSSingle-volume read throughput on Fluid Storage. 1.4 GB/s bandwidth. Synchronously replicated on every write.Up to 14-day PITRPoint-in-time recovery via pgBackRest. Weekly full backups, daily incrementals, continuous WAL retention. Optional cross-region.// Production-ready without the operational pain.
[H2] Scale TimescaleDB with performance you can trust
[H3] Automatic Partitioning
TimescaleDB hypertables turn any Postgres table into a table automatically partitioned by time or id for fast ingest and predictable queries at massive scale.How it worksTime/id partitioning; partition skipping at query planning timeEfficient index-only scans; supports skip-scan patterns on composite indexesTiger Cloud AdvantageOne-click hypertable creation; streaming from Kafka, S3 and other Postgres databases into hypertables; hypertable monitoring and exploration; partition size recommendations.Learn more
[H3] Row/columnar Hybrid Storage
Keep years of history online at a fraction of the cost—while making your analytical queries even faster.How it worksAutomatic conversion between rowstore and columnstore; fast columnstore updates.Vectorized operators with SIMD acceleration; chunk skipping with sparse indexes.Tiger Cloud AdvantageDeep insights into query performance with access to plans for slow queries; detailed access to compression ratio and storage savings.Learn more
[H3] Compression (up to 95%)
Keep years of history online at a fraction of the cost—while making your analytical queries even faster.How it worksColumnar encodings (delta/dictionary/RLE), time-order aware.Applies filters and aggregates directly on compressed data, only decompressing what's needed for faster queries.Tiger Cloud AdvantageAutomated tiering to low-cost object storage; scheduled columnstore/compression jobs with alerts.Learn more
[H3] Incremental Materialized Views
Our continuous aggregates (caggs) enable incrementally refreshed rollups for instant dashboards.How it worksHandle late data and updates; parallelized batched refreshes.Hierarchical caggs for more efficient computation; real-time mode to include latest changes.Tiger Cloud AdvantageCagg creation wizard, cagg refresh observability with refresh failure notifications.Learn more
[H3] Automated Data Management
First-class automation for columnstore, retention, and aggregate refresh with full auditability.How it worksBuilt-in job scheduler with retries and visibility.Configurable policies for columnstore, retention and continuous aggregates.Tiger Cloud AdvantagePolicies for tiering to low-cost object storage, job monitoring.Learn more
[H3] Specialized Time-series Functions
Hyperfunctions simplify fast, advanced time-series analysis using ~200 native SQL functions.How it worksStatistical rollups, time-weighted averages, approximations, interpolation and more.Partial aggregations to eliminate costly reprocessing.Tiger Cloud AdvantageQuery-level performance insights, and plan visualization tools.Learn moreHow it worksTime/id partitioning; partition skipping at query planning timeEfficient index-only scans; supports skip-scan patterns on composite indexesTiger Cloud AdvantageOne-click hypertable creation; streaming from Kafka, S3 and other Postgres databases into hypertables; hypertable monitoring and exploration; partition size recommendations.Learn more// Coming soon
[H2] Fluid Storage
A storage layer Postgres never had. Your workloads will notice.
Fluid Storage is a distributed block layer that gives Postgres capabilities it was never designed to have. More throughput, true elasticity, and no wasted storage at any scale.Read the Fluid Storage Deep DiveNo duplicated dataOne copy of your data, replicated synchronously across block servers before every write is acknowledged. A single source of truth that is always consistent and always protected, without paying for mirrored volumes.True elasticityVolumes expand and contract automatically with your workload. No manual resizing, no cooldown windows, no paying for capacity you don't use. Storage scales to 128TB and beyond.Local SSD cacheFrequently accessed data is served from local SSD, so your most demanding queries never wait on network round-trip. 400K+ IOPS without the high cost.// native search
[H2] Search, built into Postgres
Run keyword, vector, and hybrid search where your data already lives in Tiger Cloud. No separate search service, no sync pipelines, and no extra infrastructure to manage.Keyword + semanticUse BM25, vectors, or both together in one database.Less to operateNo duplicated data, no ETL pipeline, no extra search cluster.Built for productionLower latency, lower complexity, and fewer moving parts from dev to scale.Explore search on Postgres[fig. 01]Tiger Cloud PostgresApplication dataKeyword search (BM25)Full-text search on transactional data.Vector searchStore and query embeddings in Postgres.Hybrid searchCombine keyword and vector results in one system.
[H2] Always in sync with your
data sources
TimescaleDB is built in the open. Join thousands of developers,
engineers, and data scientists pushing the boundaries of what's
possible with PostgreSQL.Tiger LakeTiger and your lakehouse always in sync so analytics and agents share one truth.Sync your lakehouseConnectorsStream data with SQL and keep Kafka, S3, and Tiger in sync without brittle pipelines.See connectors in action[fig. 02]One Platform, Every LayerCUSTOMER FACING APPS, APIS, DASHBOARDS, AGENTSINTERNAL REPORTING, ANALYTICS, ML TRAINING, AGENTSOPERATIONAL
DATABASELAKEHOUSE / WAREHOUSEOPEN STORAGE (S3 TABLES + ICEBERG)
[H4] Plug into your tech stack
Use Tiger Data with your preferred cloud provider, and the wider Postgres ecosystem.View integrations
[H4] Enterprise-ready by default
Meet security and operational requirements of production systems.24/7 SupportRound-the-clock coverage with global Postgres experts and guaranteed enterprise response times.Run Postgres at ScaleEnterprise TrustContractual uptime SLAs, regional data isolation, and enterprise-ready compliance certifications.I'm interested in production support
[H2] Start building or migrate today
Start a free trialContact sales