A cloud-native registry platform designed to support high-volume donor enrollment, legally defensible consent management, partner integrations, and continuous operations at national scale.
Overview
This case profile is built around the strongest-fit scenario described in the brief: a national-scale donor or consent management platform supporting millions of active and historical records, multiple registration channels, identity resolution, immutable audit trails, partner integrations, and long-term operations. The ideal implementation includes public registration, registrant self-service, document generation, lifecycle history, migration from a legacy registry, and a modern AI-powered support layer that helps internal teams retrieve policy knowledge, interpret workflows, and operate the platform more efficiently using grounded AI assistance.
Supports millions of registrants and high-volume active and historical record storage at national or multi-state scale.
Enables 4+ registration channels including web, mobile, partner API, and batch import.
Delivers production-grade identity resolution and deduplication across multiple sources.
Provides immutable audit trails, legal-grade non-repudiation, and full lifecycle history.
Supports a long-term operating model with strong uptime, partner onboarding, and 24/7 readiness.

Legacy donor and consent systems often create operational and legal risk as they scale.
Common challenges included:
Fragmented registrant data across legacy systems and partner channels
Duplicate or conflicting identities with weak reconciliation logic
Limited self-service for registrants who want to update, review, or remove their status
Incomplete lifecycle history for audit or legal review
Slow onboarding of new partners and jurisdictions
Difficulty scaling response time, uptime, and support operations as volume grows
The uploaded brief defines the ideal match as a national-scale registry or consent management platform handling millions of records, multiple intake channels, identity resolution, legal-grade auditability, and integrations with external partners such as DMV, healthcare providers, and identity systems.

The platform needed to:
Manage millions of active and historical registry records
Support public registration and self-service across multiple channels
Resolve duplicate and conflicting identities from different systems
Generate legal-grade donor and consent documents
Maintain immutable audit history and full lifecycle traceability
Integrate with 3+ external partners such as licensing authorities, providers, and identity services
Support long-term 24/7 operations with high availability and low response latency
There were also important constraints:
The system had to operate in a regulated environment shaped by healthcare and privacy expectations such as HIPAA, GDPR, SOC 2, or equivalent deployment requirements
Migration from a legacy registry required verified post-migration integrity and minimal business disruption
Legal recordkeeping needed to support non-repudiation, timestamping, and audit review
The platform needed a sustainable operating model for multi-year production use and partner onboarding

Solution
Scalable, API‑first solution combining multilingual portals, immutable auditing, webhook resilience, and an OpenAI‑powered knowledge layer for support and administration.
Public registration portal with multilingual support.
Registrant self-service for update, removal, and history review.
Identity resolution and production-grade deduplication logic.
Legal-grade donor or consent artifact generation with timestamps and versioning.
REST APIs, partner webhooks, and batch import support.
Admin portal with RBAC and controlled governance workflows.
Legacy migration tooling and reconciliation support.
RAG-powered registry knowledge assistant for admin users and support teams
OpenAI-powered operational guidance layer for document interpretation and workflow support
Grounded policy retrieval across consent rules, partner procedures, and operational playbooks
Public Registration: Citizens register through web, mobile, partner apps, APIs, or batch intake channels.
Identity Matching: The platform runs deduplication and identity resolution across incoming and existing records.
Consent Record Finalization: The system generates an auditable, timestamped consent artifact with lifecycle history and document output.
Partner Distribution & Ongoing Management: Records are synced to connected partners and can later be updated, removed, reviewed, or audited through registrant and admin workflows.
Knowledge Retrieval & Admin Guidance: Internal teams use the AI layer to retrieve approved policy guidance, onboarding instructions, and workflow answers without relying on unsupported freeform generation.
Built for national scope or multi-state deployments.
Designed for millions of registrants and large historical data volumes.
Supports long-term operations with partner onboarding and service continuity expectations.
Fits healthcare-adjacent, government-adjacent, and consent-driven public infrastructure.
Strengthened with a modern AI support layer for more scalable operations and internal knowledge access.
Architecture Overview
Public Experience Layer: Registration portal, multilingual flows, responsive UX, and registrant self-service.
Identity Resolution Layer: Deduplication and matching logic using multiple identity attributes and source reconciliation.
Consent & Document Layer: Consent artifact generation, timestamped PDFs, lifecycle history, and legal-grade recordkeeping.
Integration Layer: REST APIs, partner webhooks, batch import pipelines, and external system connectivity.
Admin & Operations Layer: RBAC, tenant-aware administration, audit review, and operational workflows.
Knowledge Retrieval Layer: A RAG pipeline indexes approved registry policies, consent rules, onboarding documents, admin procedures, and partner workflow guidance into a searchable retrieval layer.
AI Assistance Layer: An OpenAI-powered assistant layer uses retrieved content to support grounded Q&A, operational guidance, and document interpretation for administrators and support teams.
Reliability & Security Layer: Audit trail, immutable logs, uptime monitoring, regulated-data handling, and long-term operations support.

Value
Delivering trusted consent records, stronger identity resolution, and more reliable registry operations
The platform reduces duplicate and conflicting records through production-grade matching logic.
Consent documents and record history are built for auditability and non-repudiation.
Citizens can register, update, or review their status through modern self-service flows.
RAG and OpenAI-powered assistance help teams retrieve policies and workflows faster using approved sources.
Benchmarks
Built for national-scale record volumes, partner ecosystems, and 24/7 registry operations
Supports a country-wide or multi-state operating model.
Handles web, mobile, partner APIs, and batch imports.
The ideal profile requires 99.95%+ uptime, low response times, and documented support operations.
The knowledge retrieval layer improves support efficiency without weakening governance.
Data Protection
Enterprise-grade protection for consent data, audit records, and healthcare-adjacent public infrastructure
The brief expects deployment in HIPAA, GDPR, SOC 2, or equivalent privacy and healthcare compliance contexts.
The system maintains audit logs, lifecycle history, and legal-grade traceability.
The AI layer retrieves answers from approved documentation instead of producing unsupported freeform responses.
Innovative Experience
National registries and consent-driven platforms for public-sector, healthcare, and regulated environments
Delivery Crew
High-performing developers for growing companies

Eugene Katovich
Sales Manager
Plavno designs secure, scalable registry systems that support faster enrollment, legal-grade auditability, grounded AI operations support, and long-term regulated growth.
Talk to an ExpertCompetitive Ability
Demonstrating how Plavno turns donor registration and consent management into a secure, scalable national registry workflow
Capture Registration Across Channels
Accept donor and consent registration through web, mobile, partner API, and batch import.
Resolve Identity & Deduplicate Records
Use weighted matching logic to reconcile identity across multiple sources.
Generate Auditable Consent Artifacts
Create timestamped, versioned records with full lifecycle history and document output.
Distribute, Administer & Operate at Scale
Sync with partners, support self-service and admin workflows, and maintain high-availability operations.
Multi-channel registration
Partner APIs and webhooks
Batch import support
Admin workflows and registrant self-service
Millions of records
24/7 operations readiness
RAG-powered admin support
Partner onboarding at scale
Weighted identity matching
Duplicate detection
Consent artifact generation
Legal-grade lifecycle history
Target outcomes for a modern national donor registry platform
A reusable onboarding and integration model shortens time to connect new external partners.
Modern identity resolution and auditability improve trust in the record base.
The platform becomes a durable foundation for consent management, interoperability, and long-term operations.
Tenant admins and onboarding teams can independently access grounded, tenant-specific guidance via the AI layer, reducing the need for centralized support and streamlining routine administrative tasks.
Migration and coexistence planning reduce operational disruption during modernization.
Tools We Used
Project Estimator
The estimated time to launch the product
Clear vision of functionality you need
15% discount on your first sprint

Frequently Asked Questions
Find answers to your common concerns
Yes. The target profile in the brief explicitly assumes millions of active and historical records.
Yes. The ideal case includes integrations with multiple external partners such as DMV, providers, and identity systems.
Yes. Large-scale verified migration is one of the key requirements in the brief.
Yes. The architecture can include RAG, OpenAI-powered operational guidance, and grounded retrieval from approved knowledge sources.
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Vitaly Kovalev
Sales Manager

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