Where document understanding, privacy, and dataset readiness work together.
FlexOrch helps finance, legal, HR, and AI teams extract LLM-ready, compliant data from messy documents.
Invoices and financial documents
Turn invoices, expense reports, and bank statements into structured fields. E-invoice support (Peppol UBL, XRechnung, ZUGFeRD) and multi-currency included.
Contracts and legal records
Turn entity-heavy documents into usable structured outputs while keeping confidence scores and review-flagged fields visible.
HR and payroll documents
Process employee records, payroll sheets, and government filings. GDPR/KVKK-aligned privacy controls and tax ID detection included in-flow.
Purchase orders, delivery notes, and quotes
Normalize purchase orders, delivery notes, and sales proposals to produce clean operational data for ERP and WMS systems.
Compliance and audit reporting
Meet GDPR, KVKK, and NIS2 reporting needs with per-document quality scores, PII detection logs, and execution audit trails.
Fine-tuning, RAG, and chatbot pipelines
Produce JSONL (fine-tuning), Markdown (RAG), or HuggingFace Arrow datasets directly from raw documents. redact_for_llm() strips PII in one call — outputs plug directly into LangChain, LlamaIndex, and HuggingFace Trainer.
Agentic document workflows
Let AI agents classify, extract, and export documents on demand. FlexOrch's MCP server exposes 8 callable tools — PII masking, quality scoring, and structured output are built in. No wrapper code needed.
Searchable AI knowledge base
Turn document collections into queryable knowledge bases for LangChain and LlamaIndex. Dataset indexing, chunk quality filtering, and hybrid search (BM25 + semantic) come via a single API — PII-masked, grade B+ chunks feed directly into your RAG pipeline.
Ingest from S3, GCS, or Azure — process, push results, repeat.
FlexOrch ingests documents from your cloud storage bucket, builds datasets, and notifies downstream systems automatically — S3, Google Cloud Storage, and Azure Blob Storage supported.
Connect AWS S3, Google Cloud Storage, or Azure Blob Storage. Import a single key or batch via API; credentials are stored AES-encrypted.
Set a cron schedule. FlexOrch checks your bucket for new files and processes them automatically — no manual trigger needed. Plan-gated: Starter (24h+ interval), Pro (any interval).
Every document is classified, extracted, PII-masked, and added to a dataset in the background — zero manual intervention.
Send an HMAC-SHA256 signed signal to your system when a dataset is ready. Optional automatic push to S3, GCS, or Azure Blob included.
Let's look at your document workflow together.
See how FlexOrch works for your invoice, contract, HR, or AI pipeline documents — start a free trial now, or talk to us about your specific needs.