OCR Engine
High-accuracy OCR tuned for enterprise and medical documents.
A production OCR service handling degraded scans, faxes and handwriting — with medical vocabulary boosts, searchable-PDF output and batch APIs that process millions of pages.
Capabilities
What OCR Engine does
Printed, handwritten and mixed-content recognition
Medical and pharma vocabulary boosting
Searchable PDF/A output with positional data
Deskew, despeckle and fax-artifact cleanup pipeline
Batch and streaming APIs with per-page confidence
On-premise or private-cloud deployment options
Workflow
How teams run on it
Connect
Securely index documents, databases and SaaS systems with permission-aware connectors.
Ground
Retrieval-augmented generation over your own knowledge — every answer cited to source.
Govern
Prompt policies, PII redaction, model routing and complete interaction audit logs.
Embed
Copilots, chatbots and automations embedded into the tools your teams already use.
Improve
Feedback loops, evaluation suites and confidence learning raise quality over time.
Benefits
Why enterprises choose Capacia
Faster time to value
Preconfigured templates, guided onboarding and migration tooling get teams productive in weeks, not quarters.
Lower total cost
One vendor, one contract, one integrated stack — retire point solutions and their integration tax.
Audit-ready always
Every action is logged, versioned and attributable. Evidence for auditors is a report, not a project.
Open by design
REST and GraphQL APIs, webhooks and event streams on every entity. Your data is never locked in.
Enterprise-grade security
SSO, RBAC, encryption in transit and at rest, and continuous security monitoring as standard.
Global scale
Multi-region deployment, 99.99% uptime SLA and 24×7 follow-the-sun support.
OCR Engine inherits the Capacia security baseline — encryption in transit and at rest, SSO with adaptive MFA, granular RBAC and immutable audit trails — plus the certifications and frameworks your regulators expect:
Industries served
Documentation
Full product documentation, API references and validation packages are available to customers and evaluators — request access.
FAQs
Frequently asked questions
How is OCR Engine deployed?
OCR Engine is available as managed SaaS in Capacia's cloud, in your own Azure / AWS / GCP tenancy, or on-premise for regulated environments. All deployment models receive the same release cadence and support SLAs.
Does OCR Engine integrate with our existing systems?
Yes. Every entity is exposed through documented REST and GraphQL APIs plus webhooks and event streams, and the Capacia Integration Hub ships 200+ prebuilt connectors for common enterprise systems.
What does implementation look like?
A typical rollout runs 4–12 weeks: discovery, configuration, data migration, validation and hypercare — led by a dedicated Capacia product team with a named success manager.
How is pricing structured?
Pricing is subscription-based, scaled to usage tiers within the AI Platform. Volume, multi-product and multi-year discounts are available — contact us for a tailored quote.
Is my data secure and compliant?
All products inherit Capacia's security baseline: encryption everywhere, SSO/MFA, granular RBAC, full audit trails, and compliance mappings for GDPR, HIPAA and — where applicable — 21 CFR Part 11 with validation documentation.
See OCR Engine in action
A 30-minute demo tailored to your workflows — no slides, real product.