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AI Accelerator · Document iQ

Unstructured documents. Structured, actionable data.

OCR combined with LLM intelligence — extracting clean, structured data from PDFs, scanned documents, and email attachments, and writing it directly into your ERP, CRM, or automation workflows.

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Why OCR Alone Is Not Enough

Context-aware extraction.

Traditional OCR reads characters — it can't distinguish a vendor amount from a reference number. This accelerator combines OCR with an LLM that understands document structure, mapping the right value to the right field in your downstream system.

What this replaces: Manual data entry teams processing invoices, purchase orders, and contracts. The accelerator handles extraction, validation, field mapping, and system write — end-to-end.

Email Ingestion

Processes documents arriving in a configured inbox automatically, PDFs and scanned attachments extracted without any manual trigger.

ERP & CRM Integration

Salesforce and SAP integration. PO vs GRN matching with automated discrepancy detection and alert generation for finance teams.

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Client Deployments

An FMCG Manufacturer

 India

Challenge

Purchase orders arrived as PDFs. Manual extraction caused delays and errors. No automated linkage between PO and GRN created reconciliation gaps.

What We Did

OCR + LLM extracted PO data from email. Salesforce–SAP integration for real-time PO vs GRN matching. Automated discrepancy alerts for finance team.

70%

Faster Document Processing

E2E

Automated Lifecycle

A Manufacturing & Infrastructure Company

 India

Challenge

No automated extraction from tenders and emails. Sales teams manually processed external documents to identify opportunities.

What We Did

LLM-powered document intelligence extracted structured data from tenders and emails automatically. Predictive analytics on extracted data for opportunity scoring.

60%

Sales Productivity Improvement

Increased

Pipeline Visibility

Automate your document processing pipeline.

We'll scope the integration to your document types, volumes, and downstream systems.

OUR LOCATIONS

GREATER NYC

100 Overlook Center,

2nd. Floor, Princeton,

New Jersey 08540, USA

BAY AREA

2880 Zanker Road,

Suite 203, San Jose,

California 95134, USA

SOUTH EAST & LATAM

848 Brickell Avenue,

Penthouse 5, Miami,

Florida 33131, USA

DUBLIN, IRELAND

2 Dublin Landings,

North Wall Quay,

Dublin 1 Dublin, D D01 V4A3


KOLKATA, INDIA

Adventz Infinity @5

6th Floor, 608, HCHP+W8J, Street Number 18, BN Block, Sector V, Bidhannagar, Kolkata, West Bengal,

700091, India

INDORE, INDIA

Room No:101, 1st Floor- 101,

MPSEDC Building Plot No 03,

IT Park Sinhasa , Dhar Road, Indore

452013, India


SHILLONG, INDIA

Shillong Technology Park,

New Shillong,

Meghalaya,

793012, India

contact@halsaglobal.io | Call Us +1 (609) 418-7069

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