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Resources

Ideas, evidence & engineering notes

How we think about clinical technology, applied AI and enterprise cloud — and the scenarios our platforms are built to handle.

Insights

Perspectives from the team

Clinical Tech

Modern EDC design shortens the path to database lock

Real-time edit checks, automated queries and continuous review keep data submission-ready throughout the study instead of leaving cleaning to the end — which is where most lock timelines are lost.

AI Engineering

Grounded or nothing: AI in regulated industries

Retrieval grounding, evaluation gates and human-in-the-loop review are what make AI deployable where mistakes have consequences. Ungrounded generation has no place in GxP workflows.

Cloud

What 99.99% uptime actually requires

Multi-zone redundancy, rehearsed disaster recovery and deliberately boring deployments. High availability is an operational discipline, not a hosting feature.

Platform

Event-driven integration beats point-to-point

Replayable, Kafka-backed events turn brittle system-to-system spaghetti into an observable data backbone — and make adding the next system cheaper, not costlier.

Clinical Tech

RTSM builds should take days, not months

Validated template libraries and self-service configuration remove the custom-build bottleneck that delays first-patient-in on so many studies.

Security

One identity fabric across the product suite

SSO, SCIM provisioning and access certification across every product in the stack — because per-app identity is where enterprise access control quietly breaks down.

Use Cases

What teams build on Capacia

Representative scenarios our platforms are designed for. Ask us how they map to your organization.

Pharmaceuticals

Consolidating a multi-vendor eClinical stack

A sponsor running EDC, CTMS, eTMF and RTSM from different vendors unifies them on one platform — removing integration overhead, duplicate data entry and reconciliation delays between systems.

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Biotechnology

Launching a first-in-human study quickly

An emerging biotech uses validated study templates, self-service RTSM configuration and built-in compliance documentation to get a Phase I study live without building a data management department first.

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Healthcare

Automating high-volume document processing

A hospital network applies Document Intelligence and OCR to referral, lab and insurance documents — routing exceptions to human review and freeing staff for patient-facing work.

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Finance

Migrating regulated workloads to managed cloud

A financial services firm moves legacy workloads to a managed cloud platform with rehearsed cutovers, immutable backups and tested disaster recovery — without interrupting operations.

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