Rapid Information Factory

1. Data Lake Manager

Lifecycle governance

End-to-end management of raw, structured, curated, analytics, consumer, and archived data—delivering compliance, governance, and secure long-term storage.

2. Workflow Orchestrator

Synchronised supersteps

Coordinates R-A-P=T-O-R supersteps and all sub-workflows, keeping pipelines consistent, transparent, and resilient across factories.

3. AI Crawler Engine

Autonomous ingestion

Scalable crawlers ingest and index from diverse sources, reducing manual integration, lowering costs, and accelerating insight delivery.

4. Quality Assurance Module

Trust by default

Schema checks, profiling, anomaly detection, and cleansing at the Assess stage so decisions rely on high-quality, trusted data.

5. Transformation Studio

Harmonise & enrich

Normalisation, enrichment, and harmonisation deliver consistent, analytics-ready datasets tailored to your operating model.

6. Analytics Accelerator

High-performance ML/AI

Reduces preparation time and speeds predictive & prescriptive insight generation at scale.

7. Reporting Dashboard Hub

Operational visibility

Centralised dashboards and visualisations provide real-time intelligence for confident daily decision-making.

8. Audit & Compliance Monitor

Always auditable

Logs, balances, and controls workflows across factories to ensure compliance, security, and a full chain of custody.

9. Utility Services Suite

Shared reliability

Common scalability, monitoring, and error recovery services that keep operations stable and cost-efficient.

10. Business Logic Layer

Outcome-aligned rules

Embeds domain rules into workflows to prevent misalignment between technical execution and enterprise goals.

11. Metadata Catalogue

Lineage & discovery

Captures lineage, classifications, and definitions to improve transparency, governance, and asset discovery.

12. API & Integration Gateway

Connected ecosystem

Links RIF to enterprise apps, external APIs, and partners to embed insights into operations and unlock ecosystem value.

13. Real-Time Stream Processor

Event-driven analytics

Processes IoT, sensor, and app events for real-time monitoring, alerts, and dynamic decision-making.

14. Machine Learning Model Hub

Control at scale

Version, test, and deploy models centrally to scale AI with reproducibility and compliance.

15. Data Security Vault

Zero-trust governance

Encryption, access controls, and zero-trust patterns for sensitive data across industries.

16. Industry Insight Packs

Faster ROI

Preconfigured modules (e.g., fraud, customer journeys, clinical outcomes) deliver domain-specific insights quickly.

17. Collaboration Workbench

Ship together

Shared workspace for engineers, analysts, and scientists to co-develop pipelines, models, and reports.

18. Archival & Recovery Manager

Continuity assured

Automates secure long-term storage and rapid recovery to meet compliance and business continuity needs.

Products

RIF Product Suite