Smart Data Framework: Application Processing for Public Agencies

Agencies process applications that directly shape residents' lives - Social Security and identity-related documentation, birth and death certificate requests, health and human services benefits, and driver licensing and vehicle transactions. These applications arrive through portals, mail, in-person counters, and partner agencies, accompanied by supporting evidence in widely varying formats and quality. Staff manually verify identity documentation, confirm required attachments, check information against program criteria, and re-enter data into legacy systems of record. The result is long queues, inconsistent handling across offices, and residents left waiting on decisions that determine access to benefits, employment, travel, or the settlement of an estate.

Using our Smart Data Framework, we ingest applications and supporting documents across every intake channel, classify document types, and extract required data elements such as applicant identity information, dates, relationships, addresses, and program-specific details. The solution leverages AWS services including Amazon Bedrock (Claude), AWS Lambda, Amazon DynamoDB, AWS Step Functions, and Amazon Neptune to deliver a serverless, scalable processing pipeline.

Configurable rules validate submissions against statutory and program requirements, identifying missing documentation, inconsistent information, potential identity discrepancies, and cases requiring elevated review. Complete applications move efficiently through established workflows, while exceptions and higher-risk items are routed to qualified staff with the specific issue and supporting evidence presented together.

Phase 1 - Discovery and Assessment: Our team assesses your current intake and eligibility workflows, documents existing routing logic, and identifies automation opportunities with program and legal staff.

Phase 2 - Configuration and Rules Definition: We define completeness and routing rules collaboratively with your program staff, configure validation logic against statutory requirements, and establish exception-handling criteria.

Phase 3 - Build and Integration: We build the solution and integrate outputs with your existing systems of record, case management platforms, and resident-facing status portals.

Phase 4 - Training and Go-Live: Staff training, documentation delivery, and supervised go-live ensure your team is prepared for production operations.

Phase 5 - Hypercare and Managed Services: Post-launch support stabilizes operations, with optional ongoing managed services available.

To engage successfully, agencies should be prepared to provide:

• Access to current program rules documentation and statutory requirements
• IT staff availability for system-of-record integration points
• Program subject matter experts for rules validation sessions
• Sample applications across all intake channels for configuration testing
• Test environment access for integration development

The solution supports applications submitted online, by mail, and in person for vital records, benefits programs, licensing, and identity services.

Caseworkers, examiners, and program staff retain full authority over eligibility, identity verification, and denial decisions. Access controls, retention rules, audit trails, and approval workflows are configured by our team to align with agency records-management requirements, privacy obligations, and program integrity standards. We help agencies introduce automation incrementally alongside established controls.

Reporting gives program leadership visibility into processing times, backlog composition, exception patterns, and service consistency across offices - supporting both operational management and legislative or oversight reporting.

Agencies can expect shorter processing times, reduced backlogs, more consistent treatment across offices and channels, stronger audit readiness, and a more dependable experience for the residents these programs exist to serve.

To get started, contact us to schedule an initial scoping conversation where we assess your current workflows and define a tailored engagement plan.