When systems can't integrate,
we harmonize the data layer
Incompatible catalogs? RAG failing in production? Legacy taxonomies blocking analytics? We solve the data problem.
Flimsy data reliability. Painful and costly implementations.
M&A Integration
Closed the deal but can't integrate systems or catalogs?
- Post-acquisition catalog consolidation
- ERP migration taxonomy
- SKU rationalization
- Cross-system harmonization
- Fast time-to-value (8-12 weeks to unified systems vs 6-12 months DIY)
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
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
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