IntelliParse

What is IntelliParse?

IntelliParse is a document automation solution delivered by Slingr for operations teams that still re-key information from PDFs, scans, spreadsheets, photos, forms, and handwritten notes. It identifies the document, extracts the fields required by the workflow, validates the result, flags uncertain or inconsistent data, and pushes clean records into existing systems.

Unlike a shared SaaS document tool, each implementation runs in a dedicated cloud project and the customer owns the code. The pipeline uses smaller models for routine work and reserves more expensive models for ambiguity, exception handling, and validation, with cost per document treated as an operating metric.

How to Use IntelliParse

1. Select a high-volume document workflow and provide representative real samples.
2. Define required fields, validation rules, exception thresholds, and destination systems.
3. Scope a phased implementation in a dedicated cloud project.
4. Connect inbound email, uploads, portals, or source systems to the ingestion pipeline.
5. Test extraction and validation against known ground truth before enabling downstream writes.
6. Route exceptions to trained reviewers, monitor accuracy and cost per document, and extend the owned code as formats change.

Core Features

• Multi-format ingestion: Accepts documents from email, portals, bulk uploads, and connected systems.
• Contextual extraction: Pulls fields based on meaning instead of maintaining a rigid template per format.
• Validation and exceptions: Flags missing, inconsistent, or uncertain information for human review.
• Enterprise integration: Sends validated data to Salesforce, SAP, ServiceNow, and other API-enabled systems.
• Cost-tuned orchestration: Uses smaller models for routine extraction and premium models only where needed.
• Dedicated environment: Runs each implementation in a customer-specific cloud project.
• Customer-owned code: Delivers source code built on permissively licensed open-source frameworks.
• Compliance positioning: Lists SOC 2 Type II and HIPAA certification.

Use Cases

• Extract test results and sample data for medical and diagnostic laboratories.
• Process hospital referrals, intake forms, insurance cards, and lab results.
• Pull clauses, dates, and obligations from legal documents.
• Validate supplier certificates, inspection reports, and manufacturing records.
• Structure safety data sheets and regulatory submissions for operational systems.

Pricing

IntelliParse is not sold as a standard public subscription. Slingr scopes an implementation against the customer's documents, volume, integrations, compliance needs, and ownership requirements. Buyers must request an estimate and validate the projected per-document cost.

Frequently Asked Questions

Does IntelliParse require one template for every document format?

The product is positioned as contextual extraction without rigid templates, although each workflow still needs defined fields, validation, and testing.

What happens when a field is uncertain?

Missing or inconsistent information is flagged for a human reviewer before it enters downstream systems.

Does owning the code eliminate maintenance?

No. Models, document formats, prompts, validation logic, integrations, security controls, and compliance evidence still require ongoing ownership.