Off-the-shelf doesn't fit your problem? Our engineering team designs end-to-end extraction systems for niche sources, unusual fields, and bespoke delivery logic — including validation, enrichment, and transformation.
Every assignment starts with a discovery sprint and ends with a production-grade pipeline owned and operated by us.
Senior engineers design crawlers, schemas, and delivery flows tailored to your exact source list and data needs.
Extract structured records from PDFs, scanned tariffs, regulatory filings, tenders, and image-based documents.
Capture and translate non-English content from regional portals, marketplaces, and government sites.
Geocoding, GST/VAT verification, entity resolution, and third-party joins built directly into the pipeline.
Custom QA rules per field — null thresholds, regex checks, range validation, and human-in-the-loop sampling.
A named engineer, QA analyst, and project manager assigned for the lifecycle of your extraction program.
Predictable phases that turn ambiguity into a running pipeline.
Two-week scoping with source feasibility, schema draft, and effort estimate.
Working pilot on 10–20% of sources with a real sample dataset for sign-off.
Full rollout, parallelization, anti-block hardening, and full QA framework.
SLA-backed maintenance, breakage repair, and continuous schema evolution.
Daily ingestion of court orders and regulatory bulletins with entity-tagged structured output for legal-tech firms.
PDF tariff parsing across 80+ shipping providers normalized into a single rate-card schema.
Multi-language tender portals across 14 states aggregated with bid-deadline alerting and entity resolution.
Cross-platform course catalogs unified into a single schema for personalization and recommendation engines.
Typical time-to-pilot for a new bespoke extraction engagement.
Custom extraction programs operated for global clients to date.
Operations coverage with on-call engineers for production crawlers.
Send us the source list and target schema. We will respond with a feasibility note and rough estimate inside 48 hours.
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