Every document, structured. Guaranteed.

Your documents.
Our intelligence.
Structured in seconds.

Resumes, contracts, IDs, invoices — or any document unique to your business. We build custom parsers tailored to your exact needs, test every model with human-in-the-loop validation, and hand you a production-ready API. You focus on your product. We do the heavy lifting.

AK
MR
JP
SL

5M+ documents parsed over 5 years of production use

Trusted by
ICICI BankManpower GroupQuessSifyHGSMuthoot GroupFirst MeridianBITS PilaniICICI BankManpower GroupQuessSifyHGSMuthoot GroupFirst MeridianBITS Pilani
/ Capabilities

Every tool your team needs to kill manual data entry.

Define your schema, show a few examples, and Parsinga handles any format — PDFs, scanned images, DOCX, and more.

01
Resume & CV parsing
Extract name, contact info, work history, skills, education, and certifications from any resume format in any language.
02
Custom parsers built for you
Have a unique document type? Tell us what you need — we build a custom parser tailored to your exact schema, test it, and deliver a production-ready API. No ML expertise required on your end.
03
ATS-ready output
Structured JSON or CSV that maps directly into any applicant tracking system, HRMS, or custom pipeline via REST API.
04
Human-in-the-loop accuracy
Every parser is validated by our team with human-in-the-loop testing before it reaches you. We catch edge cases, verify accuracy on real data, and continuously refine — so you don't have to.
05
40+ document types
Contracts, offer letters, I-9s, W-4s, passports, pay stubs, insurance forms — one platform handles every document your HR team touches.
06
On-premise & cloud deploy
Run Parsinga entirely on your own servers — air-gapped, no data leaves your network. Or use our managed cloud. REST API, webhooks, and batch processing included.
/ How it works

From raw documents to structured data in three steps.

01
Upload sample documents
Drop 3-5 example resumes or documents. Parsinga reads your format, identifies all the fields, and auto-builds an extraction model in under a minute.
02
Review & refine on a test batch
See extractions on a real batch. Correct edge cases in the UI. The model updates immediately — no retraining cycles, no waiting.
03
Deploy & integrate everywhere
Connect via REST API, Zapier, or native ATS integration. Parsinga processes new documents the moment they arrive, around the clock.
/ We do the heavy lifting

Need a parser that doesn't exist yet?

Every business has unique documents. Send us yours — we'll build a custom extraction pipeline, validate it with human reviewers on your real data, and deliver a production API you can trust.

01
You send us sample documents
Any format, any layout. Invoices, compliance forms, proprietary reports — whatever your team processes.
02
We build your custom parser
Our team designs an extraction model tailored to your exact fields and schema. No generic one-size-fits-all.
03
Human-in-the-loop testing
Real humans review every extraction against your data. We catch edge cases, fix errors, and refine until accuracy meets your bar.
04
You get a production API
A tested, reliable endpoint ready to integrate. We monitor accuracy and continuously improve as your documents evolve.
/ Use Cases

Every industry. Every document.

From resumes to lab reports, invoices to insurance claims — pick your industry and see what Parsinga extracts, field by field.

100%
Extraction accuracy
<2s
Per document
40+
Document types
5+
Years in production
/ What teams say

HR teams that switched to Parsinga

We used to spend 3 hours a day copy-pasting resume data into our ATS. Parsinga eliminated that entirely on day one.
JK
Jamie Kim
Head of Talent, TechCorp
The accuracy is genuinely impressive — even with poorly scanned PDFs and non-standard resume formats. Human-in-the-loop review gets us to 100% on every batch.
RL
Rachel Lin
VP People Ops, Growthco
Setup was 20 minutes. We uploaded 5 sample contracts, defined our fields, and it was live. No ML team, no training cycles.
DM
David Moran
HR Director, Nexgen
/ Integrations

Plugs into the tools your team already relies on.

REST API
Direct Integration
Webhooks
Real-time Events
Zapier
Automation
Python SDK
Client Library
Any ATS
HR Systems
Any HRMS
HR Platforms
Batch Upload
Bulk Processing
On-Premise
Self-hosted
/ On-Premise Deployment

Your data never leaves your network.

Deploy Parsinga entirely within your own infrastructure. Air-gapped environments, private clouds, or hybrid setups — full parsing power with zero data exposure.

Deployment options
Fully on-premiseMost popular
Docker containers on your servers. No external network calls. Complete data sovereignty.
Private cloud (VPC)
Run in your AWS, GCP, or Azure account. We manage the infra, you own the network.
Managed cloud
Our hosted API. AES-256 encryption, zero retention by default.
Hybrid
Sensitive documents processed on-premise, everything else via our cloud API.

Stop entering data.
Start moving faster.

No training data required. Bring 3 sample documents and Parsinga is live in under a minute. Free to start, scales with your team.