Document Extraction & API Ingestion

Document Extraction & API Ingestion

Your contracts are full of data.
Stop typing it into spreadsheets.

Your contracts are full of data.
Stop typing it into spreadsheets.

Your contracts are full of data. Stop typing it into spreadsheets.

Aviara Connect extracts structured data from every contract and pushes it by API into your ERP, CRM or data warehouse. No manual data entry, no re-keying numbers that already exist in a signed document.

Aviara Connect extracts structured data from every contract and pushes it by API into your ERP, CRM or data warehouse. No manual data entry, no re-keying numbers that already exist in a signed document.

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No-code schema builder

REST API + webhooks

SOC 2 Type II in progress

Extraction pipeline - vendor-msa-acme.pdf

Extraction pipeline - vendor-msa-acme.pdf

Obligations Requiring Attention
Contract
Contract

PDF ingested

PDF ingested

PDF ingested

AI extraction
AI extraction

Schema applied

Schema applied

Schema applied

Structred JSON
Structred JSON

Validated

Validated

Validated

Extracted Output

Counterparty

Counterparty

Acme Technologies Pvt Ltd

Acme Technologies Pvt Ltd

Contract_value

$240,000

effective_date

2024-03-15

payment_terms

Net-30

Pushed to

QuickBooks - vendor record updated

Salesforce - opportunity record synced

Data warehouse - row inserted, webhook fired

The problem

"Every time we sign a contract, someone on my team manually re-types the value, dates, and terms into our ERP. It's slow and it's wrong half the time."

FO

Finance Operations Lead, enterprise SaaS company

"Our BI team can't report on contract data at all - it's locked inside hundreds of PDFs. We're flying blind on total contract value and exposure."

HA

Head of Analytics, financial services firm

"We reconcile numbers manually that already exist in a signed document. The data is right there - we just can't get it into the systems that need it."

ME

Controller, manufacturing enterprise

The cost of manual data entry

4%


Average error rate in manually re-keyed contract data

4%


Average error rate in manually re-keyed contract data

3-5 hrs






per week manually transferring contract data into other systems

3-5 hrs






per week manually transferring contract data into other systems

60%

Of contract data is never entered into any downstream system at all

Minutes


Time to onboard 500 historical contracts via bulk extraction

Minutes


Time to onboard 500 historical contracts via bulk extraction

4%

Average error rate in manually re-keyed contract data

3-5 hrs






per week manually transferring contract data into other systems

3-5 hrs







per week manually transferring contract data into other systems

60%






Of contract data is never entered into any downstream system at all

Email threads per vendor before contract execution on average

Minutes


Time to onboard 500 historical contracts via bulk extraction
Estimated cost per vendor onboarding in legal and admin time

What gets extracted

What gets extracted

Standard fields out of the box.
Custom fields for your needs.

Standard fields out of the box.
Custom fields for your needs.

The same extraction engine that powers AI search also structures your contract data for downstream systems, with a standard field set ready on day one and custom fields you define.

Counterparty Data

Company name, registered address, signatory names and contact details, structured and ready for CRM sync.

Key Dates

Effective date, expiry date, renewal date and notice windows, mapped for downstream automation triggers.

Financial Terms

Contract value, payment terms, penalty clauses and currency, ready to sync into your ERP or general ledger.

Custom Fields

Anything your business needs: internal category tags, business unit codes, risk scores or industry-specific clauses.

No-code schema builder

No-code schema builder

Define exactly what you
want extracted. No engineering required.

Define exactly what you
want extracted. No engineering required.

Every business has different data needs by document type. Build a custom extraction schema in minutes: pick the fields you want, name them to match your internal systems, and AI applies it to every matching document from then on.

No Engineering Effort

Build a schema in minutes. Apply it to thousands of documents.


Define custom extraction schemas for any document type, such as invoices, POs, lease abstracts and vendor agreements, without writing code. Once built, the schema applies automatically to every new document of that type.

No Engineering Effort

Build a schema in minutes. Apply it to thousands of documents.


Define custom extraction schemas for any document type, such as invoices, POs, lease abstracts and vendor agreements, without writing code. Once built, the schema applies automatically to every new document of that type.

No Engineering Effort

Build a schema in minutes. Apply it to thousands of documents.


Define custom extraction schemas for any document type, such as invoices, POs, lease abstracts and vendor agreements, without writing code. Once built, the schema applies automatically to every new document of that type.

Drag-and-drop fields

Per document type

Reusable schemas

Versioned

Schema builder - "Vendor MSA" document type

Schema builder - "Vendor MSA" document type

Contract Value

Currency

Renewal Notice Window

Number

Business Unit Code

Custom

Liability Cap

Currency

+

+

Add field

Add field

Add field

Bulk ingestion

Onboard your entire contract backlog, not just new contracts

You don’t have to start from zero. Bring your existing contract portfolio into Aviara Connect and every document is extracted, classified, and structured on ingestion.

Tell Aviara Connect what you need. It generates a complete, policy-aligned contract draft using your own templates, past agreements, and defined legal rules -ready for review, not from scratch.

CSV / ZIP upload

Upload thousands of documents in a single ZIP or CSV manifest, all processed and structured automatically.

Folder sync

Connect Google Drive, SharePoint or Box, and new documents dropped into synced folders are ingested automatically.

API Batch Endpoint

Push documents programmatically with API batch upload, which suits migrating from a legacy contract system.

Email Ingestion

The Email Agent automatically extracts and ingests contract attachments received in your connected inbox.

Bulk Ingestion

Onboard your entire contract backlog - not just new ones

Onboard your entire contract backlog, not just new ones

You don’t have to start from zero. Bring your existing contract portfolio into Aviara Connect and every document is extracted, classified, and structured on ingestion.

CSV / ZIP upload

Upload thousands of documents in a single ZIP or CSV manifest - all processed and structured automatically.

Upload thousands of documents in a single ZIP or CSV manifest, all processed and structured automatically.

Folder sync

Connect Google Drive, SharePoint, or Box - new documents dropped into synced folders are ingested automatically.

Connect Google Drive, SharePoint or Box, and new documents dropped into synced folders are ingested automatically.

API Batch Endpoint

Push documents programmatically via API batch upload - ideal for migrating from a legacy contract system.

Push documents programmatically with API batch upload, which suits migrating from a legacy contract system.

Email Ingestion

The Email Agent automatically extracts and ingests contract attachments received in your connected inbox.

API architecture

API architecture

Extracted data flows into any downstream system

Extracted data flows into any downstream system

Sending a contract for signature isn’t the end of your control over it. Track every action in real time, and recall or resend a document the moment something needs to change.

Tell Aviara Connect what you need. It generates a complete, policy-aligned contract draft using your own templates, past agreements, and defined legal rules -ready for review, not from scratch.

REST API + Webhooks

Pull on demand. Or get pushed to the moment data is ready.


Query extracted data any time by REST API, or set up webhooks to push structured data to your systems the moment a document is processed, with no polling. JSON output maps cleanly into QuickBooks, Zoho, Salesforce or any internal pipeline.

REST API + Webhooks

Pull on demand. Or get pushed to the moment data is ready.


Query extracted data any time by REST API, or set up webhooks to push structured data to your systems the moment a document is processed, with no polling. JSON output maps cleanly into QuickBooks, Zoho, Salesforce or any internal pipeline.

REST API + Webhooks

Pull on demand. Or get pushed to the moment data is ready.


Query extracted data any time by REST API, or set up webhooks to push structured data to your systems the moment a document is processed, with no polling. JSON output maps cleanly into QuickBooks, Zoho, Salesforce or any internal pipeline.

REST API

Real-time webhooks

JSON output

Bulk export

// POST webhook fired on extraction complete

{

"event": "document.extracted",

"document_id": "doc_8f2a91bc",

"schema": "vendor_msa",

"confidence_score": 0.98,

"fields": {

"contract_value": 240000,

"business_unit_code": "BU-042"

},

"needs_review": false

}

Platform capabilities

Platform capabilities

Built for accuracy at enterprise scale

Built for accuracy at enterprise scale

Confidence Scoring

Every extracted field carries a confidence score. High-confidence data flows straight through; low-confidence extractions are flagged for human review before being pushed downstream.

Per-field scoring

Auto-flagging

Human-in-the-loop Review

Low-confidence extractions go to a review queue instead of silently pushing incorrect data. Your team confirms or corrects them before they reach your ERP.

Review queue

Correction loop

Schema Versioning

Update an extraction schema without breaking existing integrations. Earlier extractions stay untouched, and new documents use the updated schema.

Non-breaking

Version history

Multi-format, Multi-language

Processes PDFs, Word documents, and scanned images with OCR. Multi-lingual support including English, Hindi, and Arabic.

OCR

Multi-lingual

Pre-built connectors

Direct integration with QuickBooks, Zoho, Salesforce, HubSpot and common data warehouses, with no custom middleware for standard destinations.

ERP

CRM

Full Audit Trail

Every extraction, review action and API push is logged with a timestamp, giving full traceability from source document to downstream system.

Timestamped

Traceable

Before vs after

Before vs after

What changes for your finance and ops teams

What changes for your finance and ops teams

Without Aviara Connect

With Aviara Connect

Getting a signed contract into your ERP

Someone manually re-types the value, dates, and terms

Extracted and pushed via API automatically on execution

Reporting on total contract value

Not possible, because the data is locked inside hundreds of PDFs

Structured data available for BI reporting in real time

Extracting a custom field your business needs

Requires a developer to write a custom parsing script

Add the field to your schema in the no-code builder, done in minutes

Onboarding 500 historical contracts

Weeks of manual data entry by a temporary team

Bulk upload by ZIP or API, extracted and structured within hours

Low-confidence or ambiguous extraction

Wrong data silently enters your system with no flag

Routed to a human review queue before reaching downstream systems

Frequently asked questions

Common questions about document data extraction

How does contract data get into an ERP without manual entry?

Aviara Connect extracts structured data from a contract automatically upon ingestion using AI, applies a defined extraction schema, and pushes the resulting data to a connected ERP such as QuickBooks, SAP, or Oracle via API - either on request or automatically through a webhook the moment the data is ready.

What is the difference between OCR and AI-based document extraction?

Can I define custom fields to extract without coding?

Can multiple parties from different companies sign the same contract?

What happens if the AI is not confident about an extracted value?

Can I bulk import an existing contract portfolio?

Book a demo

Ready to turn your contracts into searchable data?

Book a 30-minute call. Bring a few of your contracts and we’ll show you the parties, dates and key terms pulled out and ready to use.

Cloud or on-premise · SOC 2 Type II in progress · Hosted in India, the US or the UK

Book a demo

Ready to turn your contracts into searchable data?

Book a 30-minute call. Bring a few of your contracts and we’ll show you the parties, dates and key terms pulled out and ready to use.

Cloud or on-premise · SOC 2 Type II in progress · Hosted in India, the US or the UK

Book a demo

Ready to turn your contracts into searchable data?

Book a 30-minute call. Bring a few of your contracts and we’ll show you the parties, dates and key terms pulled out and ready to use.

Cloud or on-premise · SOC 2 Type II in progress · Hosted in India, the US or the UK

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