> ## Documentation Index
> Fetch the complete documentation index at: https://docs.neoflo.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# AI-Native Workflows: How Neoflo Automates Back-Office Tasks

> Neoflo's AI workflows process invoices, tickets, and documents automatically — routing exceptions to human experts and continuously improving accuracy.

Neoflo's AI workflows are purpose-built for back-office operations — not adapted from a general-purpose AI tool. Every workflow is designed specifically for finance and operations processes: invoice processing, purchase order matching, document extraction, GL coding, and more. From the moment a task enters the platform, Neoflo's AI takes ownership, applies domain-trained models, enforces your business rules, and either completes the task automatically or routes it to a human specialist for resolution. The result is a system that delivers 99%+ accuracy from week one and gets measurably better over time.

## How AI Workflow Automation Works

Neoflo processes each task through a structured pipeline that combines AI extraction, classification, validation, and — when needed — human escalation. Here's what happens when a document or task arrives on the platform:

<Steps>
  <Step title="Ingestion">
    A document or task arrives via email, API, SFTP, or direct integration (SAP, Oracle, NetSuite, Salesforce, Zendesk). Neoflo ingests it automatically — no manual upload required.
  </Step>

  <Step title="Extraction">
    The AI extracts structured data from the document: vendor name, invoice number, line items, amounts, dates, PO references, and any other fields your workflow requires. Neoflo handles PDFs, scanned images, EDI, and structured data formats.
  </Step>

  <Step title="Classification and Routing">
    The extracted data is classified by document type, vendor, business unit, or any custom taxonomy you define. Routing rules assign the task to the correct workflow automatically.
  </Step>

  <Step title="Business Rule Validation">
    Neoflo applies your specific business rules: two-way or three-way PO matching, GL coding policies, approval thresholds, tax validation, and compliance checks. Tasks that pass all rules are auto-approved and processed without human touch.
  </Step>

  <Step title="Exception Detection">
    Tasks that fail validation — mismatched amounts, missing PO references, duplicate invoices, policy violations — are flagged automatically. The AI captures the reason for the exception and queues it for human review.
  </Step>

  <Step title="Human Resolution">
    A Neoflo specialist reviews the exception, applies judgment, resolves the issue, and completes the task. Their resolution is logged with full context.
  </Step>

  <Step title="AI Learning">
    Every resolved exception feeds back into the AI model. Neoflo's self-improving engine learns from each human decision, reducing the recurrence of similar exceptions over time.
  </Step>
</Steps>

## Why Neoflo AI Is Different

Most AI tools are general-purpose — they're built to handle any task and optimized for none. Neoflo AI is built exclusively for finance and operations, trained on domain-specific data, and deployed with guardrails that prevent the kinds of errors that generic models make in high-stakes workflows.

* **Domain-trained models.** Neoflo's models are trained on real finance and operations data — not generic web text. They understand vendor naming conventions, invoice formats, GL hierarchies, and regulatory requirements.
* **Business rule enforcement.** Every workflow runs against your specific rules, thresholds, and policies — not a generic template.
* **Human supervision built in.** AI never operates without a safety net. Human specialists monitor output quality and catch anything the model misses.
* **Guardrails and confidence thresholds.** Neoflo AI flags low-confidence extractions automatically rather than passing potentially incorrect data downstream.

## Key AI Capabilities

<CardGroup cols={2}>
  <Card title="Intelligent Document Extraction" icon="file-magnifying-glass">
    Extract structured data from invoices, purchase orders, receipts, contracts, and remittance advice — across formats, layouts, and vendors. Neoflo handles inconsistent templates without retraining.
  </Card>

  <Card title="Automated Classification and Routing" icon="route">
    Classify documents and tasks by type, vendor, entity, or business unit the moment they arrive. Route each item to the correct workflow, approval chain, or integration endpoint automatically.
  </Card>

  <Card title="Business Rule Validation" icon="shield-check">
    Apply two-way and three-way PO matching, GL coding logic, approval thresholds, and compliance checks against your specific policies — not generic defaults.
  </Card>

  <Card title="Exception Detection and Escalation" icon="triangle-exclamation">
    Identify mismatches, duplicates, missing data, and policy violations before they cause downstream problems. Flagged exceptions are routed to human specialists with full context attached.
  </Card>

  <Card title="Continuous Self-Improvement" icon="arrow-trend-up">
    Every exception resolved by a human specialist becomes a training signal. Neoflo's AI learns from each decision and reduces the recurrence of similar exceptions in future cycles.
  </Card>

  <Card title="ERP and System Integrations" icon="plug" href="/integrations/overview">
    Pre-built connectors for SAP, Oracle, NetSuite, Zendesk, and Salesforce mean Neoflo fits into your existing stack — no custom development required for standard integrations.
  </Card>
</CardGroup>

## Accuracy and Touchless Processing

Neoflo targets a **95% touchless processing rate** for accounts payable workflows — meaning 95 out of every 100 invoices are processed entirely by AI, with no human intervention required. That figure improves as Neoflo's AI learns your vendor base, document patterns, and policy exceptions over time.

<Tip>
  Accuracy improves automatically with every human-resolved exception. The more Neoflo processes for your business, the more accurately it handles your specific vendors, formats, and policies — without any manual retraining effort on your part.
</Tip>

Touchless rate and accuracy metrics are tracked in real time on your [Reporting and Analytics](/platform/reporting-analytics) dashboard, so you always know exactly what the AI is handling and where human review is still required.