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Preisser Solutions
Case Studies/Capability
Capability • AI Automation

AI Document Analysis — Any Document In, Structured Data Out

Automation workflows that ingest any document type — invoices, contracts, forms, reports, permits — extract structured data, categorize, date-stamp, and forward to downstream systems.

Any type
PDF, Excel, Word, image ingestion
Structured
Field extraction per document type
Auto
Categorization and date-stamping
API
Routing to CRM, accounting, ERP
01
Any type
PDF, Excel, Word, image ingestion
02
Structured
Field extraction per document type
03
Auto
Categorization and date-stamping
04
API
Routing to CRM, accounting, ERP
Before

Documents arrive, then sit. Staff key them in by hand.

Every business runs on documents — invoices, contracts, signed forms, inspection reports, permits, regulatory filings, work orders. Most of those documents arrive as PDFs, scanned images, Excel files, or Word docs, and most are read by a human who then types the same information into a CRM, an ERP, or an accounting system.

This is the slowest, most error-prone work in the back office. It does not have to be done by a human. AI document analysis turns the pile into structured data — categorized, dated, and routed — without anyone keying it twice.

What we built

A workflow per document type, sharing one extraction engine.

Preisser Solutions builds AI document analysis workflows tuned to each business's document mix. The system ingests documents in any format — PDF, Excel, Word, scanned image — runs field extraction against the schema for that document type, auto-categorizes the document, and date-stamps it for audit history.

From there, the workflow routes the extracted data to whatever downstream system the business runs: CRM, accounting platform, ERP, or a custom internal database. Anomalous extractions queue for a human reviewer. The build pattern is the same as the invoice processing platform — purposefully generalized so the same engine handles contracts, claims, permits, or any other structured document the business needs to process.

Specifications

Workflow capabilities.

Multi-format ingestion — PDF, Excel, Word, scanned image, email attachment

AI-powered field extraction tuned per document type

Auto-categorization based on document content

Date-stamping for audit history

API routing to downstream CRM, accounting, ERP, or custom databases

Exception queue for low-confidence extractions

Document types covered

  • Invoices and purchase orders
  • Contracts and signed forms
  • Inspection reports and permits
  • Regulatory filings
  • Work orders and dispatch tickets
  • Claims, applications, and submission packets

Downstream integration

  • CRM systems (Salesforce, HubSpot, Attio, custom)
  • Accounting platforms (QuickBooks, Sage, NetSuite)
  • ERP systems and custom databases
  • Webhook-based routing for arbitrary endpoints
Results

Outcomes the engagement actually produced.

Result 01
Any type
Multi-format document ingestion

PDFs, Excel files, Word documents, scanned images, and email attachments are all valid inputs.

Result 02
Structured
Field extraction tuned per document

Extraction schemas are tuned per document type so the output is structured data, not free text.

Result 03
Auto
Categorization and date-stamping

Each document is categorized by content and date-stamped for downstream audit and reporting.

Result 04
API
Routing to downstream systems

Extracted data is delivered to the business's CRM, accounting platform, ERP, or custom database via API.

Tech stack
AI document extractionMulti-format ingestionSchema-tuned extractionAuto-categorizationWebhook routingCRM / ERP / accounting integrationException review queue

Have a pile of documents nobody has time to key in?

Preisser Solutions builds document analysis workflows tuned to your document mix and downstream systems. Free 30-minute scoping call.