We acquire structured data from the sources your team already depends on — catalogs, filings, listings, and gated portals — and keep the feed current. AI handles the messy bits (layout drift, mixed documents, classification) so the rows you get are ready for CRM, BI, or ops.
Typical deliverables
- ✓Typed fields your systems can ingest
- ✓Scheduled daily or weekly runs
- ✓CSV, JSON API, or webhook delivery
- ✓Workspace to track status and keys
Unstructured sources stay expensive until they become fields. We parse HTML, PDFs, images, and mixed documents into a stable schema — OCR and models where layout varies, deterministic parsing where it does not — so finance, ops, and AI teams stop re-cleaning the same files.
Typical deliverables
- ✓Typed columns and clean schemas
- ✓OCR for scans and PDFs
- ✓Normalization and deduplication
- ✓Export to warehouse-ready formats
A feed sitting in a download folder is not an automation. We wire acquisition through transform and into the systems that run the business: warehouses, queues, CRMs, and alerting. Change detection, retries, and failure alerts are part of delivery.
Typical deliverables
- ✓Ingestion into Postgres, S3, GCS, or your CRM
- ✓Change detection and delta feeds
- ✓Monitoring and failure alerts
- ✓Documentation for your ops and data teams
Tell us the source and the workflow it should power — we'll reply with a plan and timeline.
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