For the full expanded version of this document, see: https://getdataring.com/.well-known/llms-full.txt

# Dataring

> Dataring (legal entity: ShareData Inc.) is a data and AI engineering firm serving GCC/Middle East and US clients. We build data infrastructure products (DataBridge, DataQualityHQ, DataFlow) and deliver BCDR consulting for organizations where cloud infrastructure faces converged cyber and kinetic threats.

## Company Overview

Dataring combines three product lines with hands-on consulting services:

- **DataBridge** — Zero-copy, cloud-agnostic query layer that unifies data across AWS, Azure, GCP, on-prem databases, and data lakes. Failover-aware routing means applications never change connection strings during disaster recovery.
- **DataQualityHQ** — AI-powered data quality, observability, lineage, and discovery platform. Purpose-built for financial services (banks, insurers, investment firms) with SAMA CSF compliance evidence packs.
- **DataFlow** — Enterprise workflow automation and orchestration. Visual command center for scheduling, monitoring, and automating complex business processes with SLA compliance tracking.
- **BCDR Consulting** — Business continuity and disaster recovery programs engineered for the GCC/Middle East, where military strikes have hit hyperscale data centers and coordinated hacktivist campaigns target financial and government systems.

## Products

- [DataBridge — Zero-Copy Data Unification](https://getdataring.com/products/databridge): Unified query layer across every cloud, database, and region. Supports Snowflake, BigQuery, Redshift, PostgreSQL, MongoDB, Oracle, Delta Lake, Hive, Athena. Failover-aware routing for BCDR scenarios.
- [DataQualityHQ — Data Quality and Observability](https://getdataring.com/products/dataqualityhq): Data validation, lineage tracking, automated PII classification, 90+ connectors. Post-failover validation confirms data integrity before live traffic is restored.
- [DataFlow — Workflow Automation](https://getdataring.com/products/dataflow): Visual workflow builder, real-time observability dashboards, proactive SLA monitoring, automated recovery. Orchestrates failover sequences across the product suite.

## BCDR Consulting (Resilience Practice)

- [Cloud Resilience Hub](https://getdataring.com/resilience): Overview of BCDR consulting services for the Middle East. Three engagement tiers: Business Continuity Planning, Disaster Recovery Planning, and Combined BCDR Consulting.
- [Financial Services BCDR](https://getdataring.com/resilience/financial-services): SAMA CSF compliance, sub-minute RTO for core banking, multi-region architectures for simultaneous cyber and kinetic threats.
- [Energy and Utilities BCDR](https://getdataring.com/resilience/energy): NCA ECC-2 aligned resilience for OT/IT environments, SCADA protection, subsea cable dependencies.
- [Aviation and Logistics BCDR](https://getdataring.com/resilience/aviation-logistics): GCAA/ICAO compliance, immutable cross-region backups for flight operations, 4-hour RTO for supply chain systems.
- [Government and Public Sector BCDR](https://getdataring.com/resilience/government): Data sovereignty compliance, multi-provider BCDR for defense and citizen services, 24-hour maximum outage mandates.

## Case Studies

- [Zero Downtime Active-Active Cloud Architecture](https://getdataring.com/casestudies/zero-downtime-active-active-cloud): GCC banking institution achieving sub-minute RTO and zero RPO using Design Pattern B (Active-Active Multi-Region). Tested under Level 4 Chaos + Conflict simulation.
- [Immutable Cross-Region Backups](https://getdataring.com/casestudies/immutable-cross-region-backups): Aviation logistics network with hub-and-spoke DR architecture using WORM backups. Eliminated single-region failure risk in 90 days.
- [Multi-Provider BCDR for Critical Infrastructure](https://getdataring.com/casestudies/multi-provider-bcdr-critical-infrastructure): Critical infrastructure SaaS provider achieving gold standard resilience with Pattern C (Multi-Provider Cross-Region Design). Survived Level 3 Full Region Failover test.
- [Fortifying Financial Data](https://getdataring.com/casestudies/data-quality): Financial services startup with 1B+ consumer records. Implemented DataQualityHQ as Observability-as-a-Service platform, dramatically reducing MTTD and MTTR.
- [Utility Invoice Parsing](https://getdataring.com/casestudies/utility-parsing): Energy-tech startup automating invoice processing with DataFlow. AI-powered extraction achieving 50% cost savings vs competing solutions.

## Services

- [Data and AI Engineering](https://getdataring.com/services): Platform architecture, data modernization, ERP implementation, analytics strategy. Team embeds alongside client organizations.

## Architecture Patterns

Dataring's BCDR practice uses three tiered architecture patterns:

- **Pattern A (Hub-and-Spoke)**: Asynchronous replication with immutable WORM backups. RPO under 15 minutes, RTO 4 hours. Cost-optimized for Tier 1-2 workloads.
- **Pattern B (Active-Active Multi-Region)**: Synchronous replication across geographically dispersed regions. RPO zero, RTO under 1 minute. For Tier 0 critical systems like core banking.
- **Pattern C (Multi-Provider Cross-Region)**: Primary on one cloud provider, DR on a different provider entirely. Survives total loss of a cloud provider. For national critical infrastructure.

## Regulatory Frameworks

Dataring's programs are designed to meet:

- Saudi Arabia: SAMA Cybersecurity Framework (CSF), NCA Essential Cybersecurity Controls (ECC-2)
- UAE: NESA, NCEMA 7000 (ISO 22301), DIFC/ADGM Data Protection
- Qatar: QCB BCP and incident response testing requirements
- Industry-specific: GCAA/ICAO (aviation), ICS/SCADA standards (energy), data sovereignty mandates (government)

## Contact

- Website: https://getdataring.com
- Contact page: https://getdataring.com/contact
- Booking: https://cal.com/mahesh-dataring/get-in-touch-with-dataring