Ingest
Receive scanned PDFs, TIFFs, images and born-digital documents from client repositories or production systems.
Enterprise Document Intelligence
DXT AI turns documents into validated operational data.
Built for scanning companies, digitization providers, records-management organizations and document-intensive enterprises, DXT AI processes document collections across eras and formats, from microfilm and microfiche to invoices, logs, scanned images and born-digital files.
Scanned + born-digital inputsHuman-in-the-loop reviewStructured output
DXT AI Document Operations
ANY DOCUMENT • AI + HUMAN VALIDATION • PRODUCTION OUTPUT01 · DOCUMENT INPUT
MicrofilmHistorical archives
MicroficheLegacy records
Invoices & FormsBusiness documents
Logs & RegistersOperational records
PDF · TIFF · IMGBorn-digital files
02 · INTELLIGENT PROCESSING
DXTAI
CLASSIFYEXTRACTINDEXVALIDATE
98%Invoice96%Acme Corp72%PO → Review
03 · CONFIDENCE ROUTING
HIGH CONFIDENCEAuto-approved ✓
EXCEPTIONHuman reviewPO-84721 verified ✓
04 · PRODUCTION OUTPUT
STRUCTURED DATAJSON / CSV / XML
PROCESSED FILESPDF / TIFF / Images
DOWNSTREAMDMS / ECM / Workflow
Universal document intelligenceFrom historical archives to today's digital files, through one controlled pipeline.
Why DXT AI
Document automation that understands production reality.
Document operations rarely fail because OCR is unavailable. They fail because documents vary, exceptions matter, source quality changes and production teams need accountable outputs.
DXT AI is designed around that reality. AI handles repeatable understanding tasks, confidence logic routes uncertain work, reviewers validate what matters, and Skylark can operate the process at scale.
Workflow architecture
From incoming files to usable output.
A configurable operating pipeline for high-volume document work.
Classify
Identify document types, logical groups, page boundaries and processing paths.
Extract & Index
Capture required fields, metadata and document-level intelligence using AI and configurable rules.
Validate
Route low-confidence fields and exceptions to human reviewers with source context and auditability.
Transform
Apply naming, merge/split, conversion, image/document QC and structured packaging logic as required.
Deliver
Return validated data, processed files and status outputs into the client's downstream workflow.
Built for document service providers
Extend capacity without rebuilding your operation.
DXT AI can complement existing scanning and document-management infrastructure rather than forcing a rip-and-replace model.
Document and page-level routing for mixed batches and complex source sets.
Automated and human-validated capture of client-defined index fields.
Merge, split, naming, page-count analysis and production exception handling.
Review-oriented workflows for readability, orientation, blanks and processing exceptions.
Confidence-driven review and approval for fields or documents that need judgment.
Skylark teams can operate the workflow as an extension of the client's production environment.
Human intelligence built in
AI where possible. Human judgment where necessary.
DXT AI is not designed to hide uncertainty. Confidence and exceptions become explicit parts of the operating model.
HITL REVIEW WORKSPACEException 0142 · PO Number
SOURCE DOCUMENTInvoice #4821
PO-84721
AI EXTRACTION
VendorAcme Corp96%
PO NumberPO-8472?72%
Total$14,25099%
HUMAN VALIDATIONCompare against sourcePO NumberPO-84721
CONTROLLED OUTPUTStructured recordConfidence restoredREADY ✓
DXT AI
Bring us your hardest document workflow.
We can map the process, identify automation opportunities and design a production model around your actual documents.