AI Document Processing Automation That Ends Manual Data Entry
NetNXT reads your invoices, KYC files, claims and contracts with AI, validates every field against your business rules, and posts the data straight into your ERP. Your team stops keying documents and handles only the exceptions, so the same people clear far more volume without a single new hire.
- Cut manual data entry by 60 to 80%
- 3 to 5x faster document turnaround
- First workflow live in 30 days
- Posts directly into SAP, Oracle, Dynamics and Tally
- Deployed on-premise, your cloud, or hybrid
Trusted by 500+ customers across India. Built and secured by the team that runs our managed security practice.
Documents land in the systems you already run
Still Processing Documents Manually?
As document volume grows, your operation slows down instead of speeding up. That is the process failing, not your people.
Hours lost to retyping
Staff copy line items from PDFs and emails into ERP screens, one document at a time.
Errors that get expensive
One wrong digit becomes a duplicate payment, a rejected claim or an audit finding.
Approvals stuck in inboxes
Documents wait because the next person has not looked, and nobody can see where anything is.
Volume answered by hiring
Every jump in document count turns into a headcount request, because nothing else scales.
OCR that keeps breaking
A supplier changes an invoice layout and your template rules fail overnight.
No trail on sensitive files
Aadhaar, PAN, health records and bank details sit in shared drives nobody is auditing.
Where Your Document Processing Time Actually Goes
Six steps stand between a document arriving and the data reaching your system. Five of them are manual.
Documents arrive
Email, scans, portal uploads and shared folders, with no single queue.
ManualSomeone reads it
A person opens each file and finds the fields that matter.
ManualData is typed in
Line items, tax fields and vendor details keyed into the ERP.
ManualCross-checking
Entries verified against orders and master data, errors fixed.
ManualApprovals
The document moves between teams, waiting at each stop.
ManualPosted and filed
The record is finally entered, after several people have touched it.
ManualManual invoice cycle time
At 12.88 to 19.83 USD per invoice, with around one in five becoming an exception someone has to chase.
Best in class
At 2.78 USD per invoice, with roughly half of all documents completing untouched. Five of those six steps no longer involve a person.
Source: Ardent Partners, Accounts Payable Metrics that Matter, 2025.
From Capture to Posted Record
We automate the whole document workflow, so five of those six manual steps disappear and a person steps in only where judgement is genuinely needed.
Ask for the Right Accuracy Number
Every vendor advertises 99 percent. Here is what that actually measures, and the number that decides your cost.
Field accuracy
96% on clean files, 80 to 92% in production
How many individual fields are read correctly, usually measured on clean digital documents from large suppliers.
Straight-through rate
85 to 92% in leading deployments
How many documents finish with nobody touching them. One wrong field sends the whole document to a human, so this is the number that drives your cost and cycle time.
We measure both on your real documents before you commit to anything. If your files are too inconsistent to automate profitably yet, we will tell you.
Document Workflows We Automate
High volume, repeating formats, and a real cost when something goes wrong. These pay back first.
Invoice and Accounts Payable
Tax invoices, purchase orders and vendor statements extracted with line-item detail, three-way matched and routed for approval. Handles Indian GST and e-invoice formats.
Loan and KYC Processing
Aadhaar, PAN, address proof and bank statements extracted, cross-verified between documents and checked for sufficiency against RBI KYC requirements.
Insurance Claims
Claim forms, hospital bills, discharge summaries and reports assembled into a decision-ready file, built for the turnaround times IRDAI expects.
Contract Analysis
Clause extraction, renewal and obligation dates, party and value capture, and automatic comparison against your standard template.
Healthcare Records
Patient records, prescriptions and lab reports converted into structured data, with handwriting handling and health-data access controls.
HR and Employee Records
Offer letters, identity documents, verification paperwork and expense claims processed into your HR system without anyone retyping them.
Built for Industry-Specific Document Workflows
The harder the compliance requirement and the higher the volume, the faster automation pays for itself.
Banking and NBFCs
Loan files that took days to assemble now move in minutes, with the document trail regulators expect.
- Loan and supporting document processing
- KYC extraction and cross-verification
- Full audit trail on automated decisions
Insurance
Claim bundles arrive in inconsistent formats. Automation assembles them into a decision-ready record against the clock.
- Claim intake, classification and assembly
- Policy and endorsement processing
- Data checks that support fraud review
Healthcare
Patient and billing documentation digitised into structured records, with the access controls health data requires.
- Patient record and prescription digitisation
- Insurance and billing processing
- Retention controls on health information
Manufacturing and Logistics
Invoices, challans, bills of lading and proof of delivery matched against orders across sites and vendors.
- Vendor invoice and purchase order matching
- Shipping and delivery documents
- Multi-site, multi-vendor consolidation
Enterprise Operations
Central finance, HR and procurement teams processing documents for many entities, where consistency matters most.
- Accounts payable across entities
- Vendor and employee document management
- Standardised controls across processes
Industries We Serve
Delivery experience across Fintech, Healthcare, Manufacturing, Logistics, Ecommerce and SaaS.
The Business Impact of Automating Your Documents
Four numbers move at once: cost per document, turnaround time, manual effort and the volume your team can absorb.
Lower processing cost
Cost falls as documents complete untouched.
Faster turnaround
Intake to posted record in hours, not days.
Less manual work
Your team moves to exceptions and judgement.
Scale without hiring
Month-end peaks absorbed by capacity, not overtime.
Why Enterprises Choose NetNXT
Most tools can extract data. Getting it into production, past your security review, is the part that fails.
Security-first by default
Your documents hold identity, health and banking data. Controls and audit trails are designed alongside the workflow by our Zero Trust team.
Deployed inside your perimeter
On-premise, your own cloud, or air-gapped. Sensitive documents never have to leave your control boundary. Most vendors cannot offer that.
Tuned on your documents
Your vendor formats, your handwriting, your scan quality. Accuracy is measured against your baseline, not a demo set.
Your data trains nothing else
Models are tuned for your use inside your environment. Nothing is pooled or sent to a public model endpoint without your approval.
DPDP-ready by design
Retention, erasure and breach-reporting duties built into the design, supported by our compliance automation practice.
Integration included
Getting data into SAP or a core banking system is the hard part. It sits inside the engagement, not a change request later.
Buy a Tool, Build It In House, or Bring in a Partner
Most document AI pilots hit 90 percent on sample files and stall before production. The gap is rarely the model.
| Consideration | Off the shelf tool | Build in house | NetNXT |
|---|---|---|---|
| Time to production | Quick to trial, months to integrate | Six to twelve months of engineering | First workflow live in about 30 days |
| Your document formats | Retrain it yourself | You own the model pipeline | Tuned on your documents as part of delivery |
| Where documents are processed | The vendor's cloud, on their terms | Wherever you build it | On-premise, your cloud or hybrid, your decision |
| ERP and core integration | Common connectors, gaps stay manual | You build every interface | Integrated for you, including the awkward ones |
| Security and audit review | Your risk team assesses a third-party SaaS | Depends on in-house maturity | Controls designed by a managed security provider |
| Accuracy after go-live | Drifts as formats change | Competes with your roadmap | Monitored and retuned by NetNXT as a service |
Your First Workflow Live in 30 Days
One document type proves the model before anything else is touched. No eighteen-month programme, no big-bang cutover.
Document Assessment
We measure your real volume, cost, cycle time and error rate, and identify which document type pays back fastest.
Design and Security Review
Extraction scope, validation rules, deployment model and access design signed off by your operations, IT and security teams.
Build and Pilot
Built, tuned on your real formats, integrated into your system of record and run live alongside the existing process.
Scale and Manage
Further document types added and models retuned as formats change, supported through our managed services practice.
Frequently Asked Questions
It is the use of AI to read business documents, extract the data that matters, validate it against your business rules, and post it into your systems without manual data entry. It covers invoices, KYC files, claims, contracts and HR records in any layout, including formats it has not seen before.
OCR turns an image into characters and stops there, which is why template-based tools break whenever a supplier changes a layout. AI document processing adds language understanding, so it identifies which value is the tax amount and which is the total from context rather than screen position. Unfamiliar formats work without a new template.
Independent benchmarking puts field-level extraction at around 96 percent on clean digital invoices, falling to 80 to 92 percent across mixed-quality production documents. The number that matters more is the straight-through rate, meaning documents that complete untouched, where leading deployments report 85 to 92 percent. We return a confidence score on every field, so anything uncertain goes to review rather than into your ERP as an error.
Yes. We integrate with SAP, Oracle, Microsoft Dynamics, Tally, core banking and lending platforms, claims management systems, CRM and RPA or BPM tools, through API, database or file interfaces. Where a supported interface does not exist we build it as part of the engagement.
That is your decision. We deploy on-premise, inside your own cloud tenant, or hybrid, including air-gapped environments, so documents can stay entirely within your infrastructure. Your data is never pooled into a shared training set. Access control, encryption, retention and logging are designed by the same team that runs our managed security practice, aligned to India's DPDP Rules.
The first document type is usually in production about 30 days after the assessment, with further types added over the following 60 to 90 days. We price by scope rather than per page, based on document types, volume, systems integrated and level of ongoing management. The useful comparison is your current cost per document, which published benchmarks put at 9.40 USD on average against 2.78 USD for best-in-class performers.
Ready to Automate Your Document Processing?
Let's map your document workflow, measure what it costs you today, and show you exactly where AI pays back first. Start with a free document assessment from our automation experts.
No commitment required · Response within 2 business hours · On-premise and DPDP-ready deployment