Discover our Platform

A concise overview of how TabulariumAI delivers secure, AI-driven solutions.

Problems We Solve

TabulariumAI solves critical challenges that traditional systems cannot address:

Submission Rulebooks

Walk-In Recording: In-Person Precision, Operational Drag

Walk-in recording reduces submission errors through clerk interaction, but it requires physical visits, adds staff workload, and does not eliminate post-recording workflows—leaving delays, corrections, voided recordings, and refund processing in place.

  • Submitters and clerks review documents, with corrections often requiring return visits.
  • Onsite presence increases staffing demands, creates delays, and adds logistical burdens for all parties.
  • Post-recording workflows can take 1 to 3 days and caught issues can lead to voids, refund cycles, or stalled filings.

TabulariumAI provides near-instant access to accurate indexes and fee calculations—allowing submitters to correct defects and allocate funds before submission. Its API supports AI-based refinement of notes and adjustments, filtering out invalid changes and aligning with clerk expectations. TabulariumAI delivers complete indexing and sensitive data detection upfront, removing post-recording workflows and eliminating delays, corrections, voided recordings, and refund processing.

eRecording: Faster Submission, Delayed Resolution

eRecording eliminates the need for physical delivery and speeds up submission, but it still relies on delayed clerk review and leaves post-recording workflows—such as redaction, corrections, and fee adjustments—intact.

  • Documents may be rejected due to poor scans, formatting issues, or missing required elements such as signatures or notary stamps—leading to correction loops between the submitter and the registry.
  • Fee miscalculations can halt recording until corrected and funds are reallocated.
  • Post-recording corrections may result in voided recordings or refund processing.
  • Processing often takes 1–3 days based on review capacity, putting escrow and closing timelines at risk.

TabulariumAI addresses these gaps by delivering complete, AI-extracted indexes, accurate fee calculations, and pre-submission refinement—all through API—minimizing rejections, accelerating approvals, and reducing downstream disruption.

Operational Complexity & Compliance Risks

Current Recording Systems: Complex, Rigid, and Heavy

Modern recording systems span cashiering, indexing, post-recording, and document management. Over time, they have become difficult to maintain, extend, and support due to jurisdictional variance and the broad scope of public document types.

  • Extreme configurability—while necessary—has made these systems fragile and heavily reliant on local adjustments.
  • Operational teams face constant support cycles for configuration changes, compliance updates, and issue resolution.
  • Due to high cost and limited flexibility, these platforms are rarely profitable on their own and often serve as anchors for broader vendor ecosystems.

TabulariumAI complements these systems by automating title-class–specific tasks such as indexing, classification, redaction, and enrichment. As an API platform, it reduces front-end complexity and manual workload—offloading up to 70% of the document lifecycle while helping lower operating costs and support demands without requiring system replacement.

Incomplete Indexing and Public Risk

After certification, documents are assumed final—but indexes are often shallow, inaccurate, or missing critical context.

  • Traditional indexing—often incomplete, misspelled, or lacking legal context—compromises downstream processes such as document retrieval, due diligence, title chain reconstruction, and other legal or transactional workflows.
  • Sensitive content—such as account numbers, private agreements, or internal forms—is sometimes published in recorded documents due to manual review limitations and the narrow scope of redaction practices.
  • Due to limited indexing, businesses often purchase entire document images to extract the specific data they need—introducing retention and compliance risks far beyond their actual requirements.

TabulariumAI resolves these issues by producing high-precision, legally contextual, and detail-rich indexes. This reduces full-document handling, supports targeted redaction, and limits unnecessary data exposure for downstream consumers.

Next — API Explore API features and our AI Agent framework.

API Features

We understand the challenges of integrating new technologies. Our API is intuitive, well-documented, and supported by real engineers.

RESTful Endpoints

Simple, standardized API design following REST principles for easy integration.

Secure Authentication

Client access via site key; backend secured with API key or optional OAuth 2.0 for enterprises.

Versioning & Backward Compatibility

Explicit versions (e.g., /v1 or header); minor updates are additive; clear deprecation timelines to avoid breaking changes.

AI Agent Framework

Open-Source Base for AI Agents — On GitHub

Deploy AI-driven workflows for official records in minutes with the AI Agent Core—an open-source, ready-to-use code base that connects Recording, eRecording, Indexing, and Analytics systems directly to TabulariumAI. Integrate, configure, and launch with minimal effort—no changes required to your existing platform.

Next — Services Discover our comprehensive document processing capabilities.

Document Processing

TabulariumAI processes document content and images through layered AI-enhanced workflows. These steps ensure legal alignment, data integrity, and jurisdiction-ready outputs—tailored per title class and governed by subscription-specific configurations.

Recognition

OCR engines restore structure from scanned images by removing visual noise and reconstructing the logical flow of content, including zoning headers, footers, and inline noise.

Extraction

Extracts parties, clauses, monetary values, legal phrases, and other record-relevant data—customized per title class for legal clarity and searchability.

Classification

Identifies document type, page purpose (e.g., Exhibit, Acknowledgment, Signature), and segment role—based on title class logic and document structure.

Advanced Processing

Beyond document interpretation, TabulariumAI applies system-level logic for fiscal calculations, legal enrichment, and validations—ensuring records are ready for submission, compliance, and cross-reference.

Enrichments

Parses and enriches legal descriptions with structured parcel data and spatial logic. Also detects references to exhibits, attachments, and prior recordings—enabling linkage across document sets.

Computations

Calculates statutory fees, fund splits, and county/state allocation logic based on transaction data and preconfigured rules.

Validations

Runs checks for address integrity, notary validation, and reference linking — ensuring end-to-end record trust.

Coming Q1 2026.

Image Processing

After content interpretation, the platform enhances the visual layer—handling privacy redactions, markups, and generation of official overlays to meet recorder submission standards.

Redaction & Markups

Automatically detects and hides sensitive data like SSNs, while adding recording stamps, labels, or headers to the image based on document type and jurisdictional rules.

Visual Refinement & Conversion

AI-driven refinement enhances image clarity, alignment, and visual structure, followed by automated conversion into standardized representations optimized for integration, validation, and archival workflows.

Endorsement & Certification

Generates recording confirmation pages and certifications programmatically—styled per subscription and automatically inserted into output packages.

Next — Capabilities Learn more about our capabilities and the legal instrument categories we support.

Legal Instrument Categories We Support

TabulariumAI processes diverse instrument types with high precision—handling land transactions, financial obligations, court decisions, vital events, and official governmental filings.

Land Records

Legal documents that track property rights, transfers, and encumbrances.

Deeds, mortgages, liens, and easements—core to property ownership and title transfers.

Financial Filings

Instruments that establish financial claims, priorities, or encumbrances.

UCCs, tax liens, bankruptcies, and judgments—capturing secured interests and debt obligations.

Court Documents

Court-issued records defining rights, obligations, and legal status.

Probate filings, judgments, and divorces—court outcomes recorded for enforceability.

Vital Records

Documents certifying life events and personal status changes.

Births, deaths, marriages, adoptions, and name changes—documents that define identity.

Government capabilities

Official filings establishing compliance, status, or authority.

Military discharges, business licenses, and official notices—filed for compliance and record.

Permits & Certificates

Proofs of authorization, compliance, and regulatory approval.

Occupancy, notary, and environmental capabilities—triggering finalization and enforcement.

Coming Q3 2025.

Supported Document & Data Formats

TabulariumAI is purpose-built for the unique requirements of official records and eRecording workflows.

Binary Formats

High-fidelity image formats widely used for archival and legal admissibility.
  • TIFF / TIF (single and multi-page)
  • JPEG, PNG (supplemental use)

Document Formats

Digital containers accepted for official recordation and legal workflows.
  • PDF (all versions)
  • PDF/A-1, PDF/A-2(archival compliance)
    — Coming Q3 2025

Data & Metadata Formats

Structured formats for indexing, integration, and automated validation.
  • JSON (index and metadata)
  • XML (PRIA eRecording)
    — Coming Q3 2025

Processing Modes

Choose the workflow that fits your volume and compliance needs—instant API calls, overnight batches, or human-assisted reviews.

Real-Time (API)

Transactional calls process documents instantly—ideal for e-recording portals, recording systems, and point-of-sale integrations.

Batch (Scheduled)

High-volume, offline jobs run on your schedule—perfect for nightly backlogs or historical migrations.

Human-in-the-Loop

Async review queues route edge cases to specialists—meeting strict QA or statutory verification requirements.

Coming Q3 2025.

Next — Fine-Tuning Discover how to define and refine title-class rulebooks per subscription.

Rulebook Management

A subscription’s master configuration is expanded at runtime into title-class–specific rulebooks that drive classification, extraction, fee/fund computation, and downstream behaviors. These per-class rulebooks are editable and become the source of truth for fine-tuning and continuous improvement.

Refinements (Processing Rules)

Submit plain-English rules per section to adjust indexing, enrichment, and chaining. TabulariumAI compiles them into the AI-specific format—no new syntax to learn.

Confidential Indexes

Default sensitive index set based on public information; fully adjustable like other rules. Fixed index catalog today—expandable per your needs.

Nonrecordable Pages

Default page-type list for exclusion; feeds the number_of_pages fee factor in fee/fund calculations. Fully adjustable.

Weights & Gates (IQ Validation)

Validation formulas for indexes (IQ Rulebook). Write in plain English; the system compiles to formulas and can translate back for review via chat.

Nomenclature

Jurisdiction-specific terms TabulariumAI recognizes to refine indexing/enrichment/chaining and to improve chat explanations.

Fee & Fund Formulas

Computation logic for fees and allocations derived per title class; versioned and adjustable through fine-tuning.

Style Book

Defines page layouts, endorsement/confirmation formatting, and visual styles. Kept separate from the Rulebook; applied alongside per-class logic at runtime.

Title-Class Derivation & Isolation

From a subscription’s masters, the system generates self-contained rulebooks per class—scoped, testable, and safe to evolve.

Runtime Configuration

Derived components remain editable per subscription—tailor behavior and compliance without altering global masters.

Feedback & Fine-Tuning

Submit structured feedback to refine per-class behavior. Once reviewed and accepted, changes are versioned and applied to improve classification, extraction, fees/funds, and explanations.

User-Driven Feedback

Corrections tied to classification, extracted values, fees/funds, or formatting—scoped to the active title class.

Coming Q3 2025.

Automated Updates

Accepted feedback is versioned and rolled into per-class rulebooks—classification, extraction, fee/fund formulas, and explanations evolve safely.

Next — Subscriptions Explore how subscriptions organize pipelines, storage, and billing per registry.

Subscription-Centric Architecture

Subscription defines a secure and isolated execution context—linking API credentials, governed storage, and usage tracking. Organizations can manage multiple subscriptions, each enabling role-based access, billing transparency, and configuration flexibility. Fine-tuning details for configuration are covered in the Fine-Tuning section.

Private Exchange Storage

Each subscription provides a token to private storage that governs access to submitted documents, generated metadata, and binary outputs—such as redacted pages, endorsements, or certificates. All files are purged according to a configurable retention policy.

Dedicated API Key

API calls are authenticated with a subscription-specific key. Keys can be rotated at any time by providing a system-generated source identifier.

Privacy

Our AI models are securely deployed on Azure AI Foundry, with no shared information, in HIPAA-compatible environments. We do not store your data in any storages. All information generated during fine-tuning and document processing is temporary and is properly purged. All permanent data should be stored in your environment—we’re happy to help you set up a secure environment if you don’t have one.

Isolated Azure Deployment

Models run in isolated Azure AI Foundry workspaces with no cross-tenant sharing; processing environments are HIPAA-compatible.

No Data Persistence

We do not store your data. Transient artifacts created during fine-tuning and processing are purged per policy.

Customer-Controlled Storage

Permanent data remains in your environment (cloud or on-prem). We can help you establish a secure, governed deployment if needed.

Next — Accounts and Billing Learn how users join organizations and inherit roles, access, and usage-based billing.

Onboarding

Users self-register to create an individual Account. They then submit a secure join code to link that account to their company-wide Organization, where an administrator approves the request. Once linked, the user inherits corporate roles and consolidated billing.

Account Setup

Self-registration with optional SSO; access controlled by join-code approval.

Coming Q1 2026.

Organization Configuration

Centralize team management, subscriptions, and billing under one corporate entity.

Coming Q1 2026.

Billing & Invoicing

TabulariumAI uses a precise usage-based billing rulebook powered by an industry-leading platform. Each invoice reflects real operations—charged per tool per page—without bundling or estimation. All processing, tuning, and refinement actions are accounted for to ensure fairness, flexibility, and full transparency.

Usage-Based Pricing

  • Charged per activated tool per page—no flat fees or bundle-based pricing
  • Billable service categories:
    • Recognition, Extraction & Enrichments: core interpretations
    • Image Processing: redaction, markups, enhancements
    • Advanced Processing: computations, title chain, validations
    • Fine-Tuning & Refinement: rulebook tuning, AI-assisted refinements

Invoicing and Payments

  • Invoices are issued periodically based on actual service usage
  • Supports multiple secure payment methods and currencies
  • Payment methods and terms are configurable per subscription
  • Billing is handled through a globally trusted platform with full compliance, auditability, and failover support

Usage Reports

Detailed usage logs are available upon request and will soon be accessible via the admin portal. Reports include operation-level insights that map directly to billing.

AI Agent Core – Open Source on GitHub

Accelerate automation with the AI Agent Core—a free, open-source framework for building and deploying custom AI Agents. Seamlessly connects Recording, eRecording, Indexing, Imaging, and Analytics systems to TabulariumAI. Designed for rapid adoption, it requires no changes to your platform. Deploy, configure, and start running intelligent workflows in minutes.

View on GitHub

Explore our Integration Pathways

Streamline document processing, eliminate manual bottlenecks, and dramatically enhance official record accuracy with our advanced AI-powered solutions—unlock faster turnarounds, consistent compliance, and actionable insights while reducing operational costs and freeing your team to focus on higher-value work.

Explore Pathways