From any source to clinical intelligence. Config-driven. AI-powered.
Every hospital stores data differently. DataCloud connects to any source system -- HIS, EMR, lab, pharmacy, billing, existing databases -- unifies patient identities, detects care gaps, and powers campaigns, AI agents, and real-time APIs. No pipeline code. All configuration.
End-to-End Pipeline Architecture
Every layer is config-driven. Data flows from raw hospital systems through identity resolution, clinical modeling, intelligence computation, and downstream activation. Zero pipeline code.
Data Engineering Capabilities
Each capability solves a specific healthcare data problem. Together, they turn raw hospital exports into unified, intelligence-ready patient data.
Data Ingestion
Connects to any hospital system. Auto-detects schemas, tracks changes incrementally, normalizes clinical codes and date formats. New sources onboard in hours, not weeks. 150+ hospital formats mapped and tested.
Identity Resolution (MDM)
Exact-match-first resolution on deterministic identifiers -- phone, email, national ID, medical record number. Noise filtering removes test records and invalid data before matching starts. Safe merge only: when confidence is low, records stay separate.
Clinical Data Modeling
Tracks how patient data evolves over time. Builds encounter-level, lab, billing, and clinical fact tables with full referential integrity. Pre-computes metrics, risk scores, and clinical flags for instant downstream queries.
Cohort Engine
Define a patient segment once -- use it everywhere. Campaigns, analytics, compliance, AI agents. Version-controlled so clinical teams track how populations shift over time. Channel reachability analysis built in.
Care Gap Detection
200+ care gap definitions mapped to HEDIS, ADA, AHA, and WHO guidelines. Four-layer architecture: clinical eligibility, operational tracking, audit trail, and activation queue. Every state change logged for compliance.
Pipeline Orchestration
Config-driven pipeline definitions with dependency chains, distributed scheduling, and automatic recovery. Pipelines run on schedule, recover from failures, and chain downstream processes -- without DevOps intervention.
Data Onboarding
Four-phase automated onboarding: source ingestion, identity resolution, clinical modeling, reporting. AI-powered schema discovery handles the first pass. New hospitals go live in under 48 hours.
Lead Management
Lead source management, ingestion, and enrichment with linked clinical and demographic data. Qualified leads flow into engagement campaigns with full data context attached.
From Data Engineering to Data Serving
DataCloud doesn't just process data -- it makes that data available to every downstream system in the THB platform.
Knowledge Store
Semantic data catalogue
A semantic data catalogue that grounds every AI agent in curated, clinician-reviewed context. The Knowledge Store controls what data each agent can see, how tables relate to each other, and what clinical terminology means in your organization. AI responses are grounded in verified data -- not LLM training data.
Datasets & Data Transport
Arrow Flight transport
DataCloud produces curated datasets that feed NovaHub for real-time patient APIs, the ML Platform for model training and scoring, and Application Engine for CRM staging. Apache Arrow Flight provides high-throughput transport. The bridge between data engineering and every application that needs clinical data.
AI-Powered Data Capabilities
Data engineering meets conversational AI. These agents operate within DataCloud's data domain, powered by the AI Platform runtime -- turning complex data operations into natural-language conversations.
Cohort Builder Agent
Describe a patient segment in plain language. The agent translates it into a computable cohort definition, validates it against available data, and registers it for use across campaigns and analytics.
NL Analytics Agent
Ask questions about your hospital data in English or Hindi. The agent queries curated datasets and returns charts, tables, and insights -- grounded in pre-computed metrics, not raw tables. No hallucinated numbers.
Pipeline Builder Agent
Describe a new data pipeline in natural language. The agent generates the configuration, maps sources, and sets up the processing chain. Review and deploy without writing code.
Data Discovery Agent
Explore what data is available, how entities relate, and what metrics exist. The agent navigates the schema catalogue and explains data lineage, quality scores, and relationships in plain language.
Metric Builder Agent
Define new clinical metrics conversationally. The agent generates the computation logic, validates it against existing data structures, and registers it for pre-computation on every pipeline run.
Enterprise Security Built In
Healthcare data demands more than authentication. DataCloud enforces access control, PII protection, and audit trails at every layer of the platform.
Role-Based Access Control
Granular permissions
Granular permissions on every dataset, pipeline, and capability. Teams see only what they need. Configurable per tenant, per role.
Attribute-Based Policies
Dynamic access
Dynamic access policies based on context: role, department, data sensitivity, patient relationship. Goes beyond static role assignments.
PII Protection
AI-based detection
AI-based PII detection across ingested data. Time-bound access leases for sensitive fields -- access expires automatically. Automatic masking for non-privileged users.
Complete Audit Trail
Compliance-ready
Every data access, pipeline execution, and configuration change is logged with actor, timestamp, and context. Compliance-ready for HIPAA, NABH, and enterprise audits.
Powers the entire platform
DataCloud Feeds Every Downstream System
Processed data, care gap actions, and enriched leads flow from DataCloud into the CRM, real-time APIs, AI agents, and campaign engine. Staff see unified patient profiles, prioritized action lists, and clinical context -- all powered by the data pipeline running underneath.
Also available as a product
DataCloud Powers Data Intelligence
Use DataCloud's data engineering capabilities to power your existing CRM, HIS, or EMR via real-time APIs -- without adopting the full THB platform.
Explore Data IntelligenceSee DataCloud Running on Real Hospital Data
We'll take a raw data export from your hospital system and show you the full pipeline -- ingestion to care gap detection to campaign activation. Live.