Eliminate data discrepancies across systems
and stop hallucinations

Offload the heavy lifting for AI systems and enterprise analytics.

What You're Dealing With

Flimsy data reliability. Painful and costly implementations.

RAG Data Preparation

Building AI-powered retrieval systems? Your RAG is only as good as your data quality.

  • Taxonomy standardization for reliable retrieval
  • Document corpus preparation and validation
  • 50-60% cost savings vs. Big 4 consultancies
  • Production-ready in weeks, not months
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Data Quality & Taxonomy Services

Legacy systems creating data chaos? We standardize informal taxonomies into governed assets.

  • Post-M&A data harmonization
  • Regulatory compliance mapping (SOX, GDPR)
  • Product catalog and classification standardization
  • Audit-ready documentation and governance
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Why FireCherry

The FireCherry Advantage

Speed

Production-ready data in weeks, not months. Our proprietary tools accelerate what others do manually.

💰

Cost

50-60% less than Big 4 consultancies. ML-Ops trained teams deliver enterprise quality at sustainable prices.

🎯

Precision

Proprietary taxonomy standardization tools ensure consistency. No tribal knowledge, just formal specifications.

🔒

Governance

Audit-ready documentation with URIs, version control, and compliance mapping built in from day one.

Start with an Assessment

Fixed-price, 2-week data quality assessment for £13,500

Get Started