What's the difference between an AI agent and a chatbot?

A chatbot answers questions; an AI agent completes work. Our agents plan multi-step tasks, use your tools and systems (CRM, ERP, email, databases), and execute end-to-end workflows — like processing an invoice from inbox to ledger — without a human driving every step.

How do I measure ROI on AI automation?

We baseline your current process first — hours spent, error rates, cost per task — then track the same metrics post-deployment in your dashboard. Most clients see measurable ROI within 60-90 days, typically through 40-70% reduction in manual processing time.

Will AI agents replace my team?

No — they remove the repetitive 80% so your team focuses on judgment, relationships, and exceptions. In practice, our clients redeploy staff to higher-value work rather than cut headcount. The winning model is human + agent, not human vs agent.

How long does it take to deploy an agent?

For standard workflows, we can deploy a functional MVP in as little as 2 weeks. Complex, custom-trained enterprise models typically take 4-8 weeks to fully integrate and test. We recommend starting with one high-volume workflow, proving it, then scaling.

What happens if the AI hallucinates or makes a mistake?

We implement 'Human-in-the-Loop' (HITL) protocols with confidence scoring. The AI handles ~95% of the workload autonomously, but low-confidence outputs are automatically flagged for human review before anything is committed — so errors are caught before they touch your systems.

Is my data secure? Is it used to train AI models?

Your data is never used to train public models. We build with a security-first architecture, offer on-premise and private-cloud deployment for sensitive data, and ensure all cloud deployments are SOC2 compliant — with GDPR and EU AI Act considerations built into the design.

Can you integrate with my existing software?

Yes. Loopdock specializes in building connectors for legacy systems as well as modern APIs (Salesforce, HubSpot, SAP, custom SQL databases, etc.) — plus emerging standards like MCP for connecting agents to your tools.

What is Intelligent Document Processing (IDP)?

Intelligent Document Processing (IDP) is an AI-powered technology that reads, classifies, and extracts structured data from unstructured formats (such as PDF invoices, scanned contracts, emails, and purchase orders) using OCR, machine learning, and LLMs.

What is the data extraction accuracy rate?

Loopdock's custom document processing pipelines achieve an average extraction accuracy of 99.2% by combining advanced LLM reasoning with custom validation rules and human-in-the-loop fallback mechanisms.

Can your system handle scanned documents or handwritten texts?

Yes, our systems integrate advanced vision-based OCR tools with natural language processing models, allowing us to read scanned image PDFs, low-quality documents, and typed or handwritten text.

Operations & Back Office

Intelligent Document Processing Solutions

Stop wasting hours manually copying details from PDFs, invoices, and contracts. Loopdock builds production-grade document pipelines that ingest files automatically, validate data against business rules, and sync structured payloads straight to your ERP or CRM.

99.2% Accuracy

Combined vision OCR and LLM reasoning double-verify extracted fields to eliminate manual checks.

Multimodal Ingestion

Accept inputs from email attachments, API webhooks, SFTP folders, and cloud storage.

Semantic Matching

Intelligently match unstructured line items to pre-defined product codes or schemas.

Automated CRM/ERP Sync

Route extracted data directly into HubSpot, Salesforce, Stripe, SAP, or custom databases.

The Document Automation Pipeline

1. Ingest

AI agents monitor incoming channels—extracting PDF invoices, contracts, or emails instantly.

2. Extract

Multimodal vision models parse tables, metadata, line items, and signatures.

3. Validate

Custom business logic and RAG-based comparisons verify totals, dates, and vendor details.

4. Integrate

Clean, structured JSON payloads are written into your ERP, CRM, or data warehouse.

Technical Specifications & Field Extraction

Our pipeline is engineered to parse diverse document formats and automatically map unstructured texts to clean database schemas with high precision.

Document Type	Supported Formats	Core Fields Extracted
Financial & Billing	PDF, JPEG, PNG, TIFF, XML	Invoice number, billing date, net amount, total totals, tax rates, vendor names, IBAN/swift codes, and payment terms.
Contracts & Legal	PDF, DOCX, scanned agreements	Effective/expiry dates, legal entities, agreement values, liability clauses, renewal schedules, and signature stamps.
Logistics & Orders	PDF, PNG, CSV, scanned receipts	Delivery notes, item quantities, recipient signatures, tracking codes, warehouse destinations, and dispatch timestamps.

Seamless Integration Ecosystem

We build custom integrations to sync extracted data directly into your existing platforms, CRM systems, and data pipelines without intermediate manual steps.

CRM & ERP

HubSpot CRM

Real-time sales & lead enrichment sync.

CRM & ERP

Salesforce

Automated contract & account routing.

CRM & ERP

SAP ERP

Accounts payable & billing mapping.

Database

PostgreSQL

Structured database record logs.

Database

Supabase

Secure cloud state management.

Analytics

Google BigQuery

Enterprise data warehousing pipelines.

Orchestration

n8n Workflows

Multi-system logic & routing.

Orchestration

LangGraph Agents

Advanced LLM validation loops.

Real-world Case Study

Customer Support Ticket Triage & Reporting

See how we automated a customer support department's ticket triaging and categorization pipeline. We deployed n8n workflows that ingest tickets from multiple channels (email, chat, web forms), enrich them with CRM customer data, auto-categorize priorities, and route them to the correct support queues.

TRIAGE ACCURACY

≥ 70% Auto-Triaged

WORKLOAD REDUCTION

75% Manual Triage Saved

Frequently Asked Questions

Scale Operations Without Limits

Tell us about your document workflows, invoice layouts, and file volumes. We will build a custom pilot to show you how much time your team will save.