Anglera + Stibo Systems
STEP is an excellent system of record for enterprise product data governance — but governance is not enrichment. STEP stores and distributes the data your suppliers gave you; Anglera interrogates that data against real buyer signals and rewrites it to win on search, comparison, and conversion. Most STEP customers still rely on manual content teams or offshore vendors to actually improve the copy, attributes, and completeness scores sitting inside STEP. Anglera replaces that grind: it reads from STEP (via API or export), enriches every SKU to buyer-signal standards in ~30 days, and writes the improved data back — so STEP finally stores data worth trusting for commerce.
What Stibo Systems does
Stibo Systems makes STEP, an enterprise Master Data Management (MDM) and PIM platform that centralizes product, customer, supplier, and asset data across domains. It is a Gartner Magic Quadrant Leader for MDM, used by large enterprises to govern and distribute product data at scale.
Pricing: Custom enterprise pricing; subscription-based, scoped by users, data volume, and modules. No public pricing. Implementation typically takes months and often requires a systems integrator.
Stibo Systems vs Anglera, side by side
| Stibo Systems | Anglera | |
|---|---|---|
| Core purpose | Master data governance — centralize, model, and distribute product & entity data across the enterprise | Intelligent enrichment — improve the content, completeness, and buyer-signal alignment of every SKU |
| Enrichment approach | Provides workflow tools and AI features (ProductGen) to help teams enrich data manually inside the platform | Automatically enriches SKUs against live buyer signals — how shoppers search, compare, and decide — no manual authoring required |
| Time to value | Enterprise implementation typically measured in months (often 6–18 months with an SI partner) | ~30-day implementation; enriched product data flowing back to your PIM/MDM within weeks |
| Who does the work | Platform provides the infrastructure; content teams, offshore vendors, or SI consultants do the actual enrichment work | Anglera does the enrichment work autonomously — buyer-signal analysis, copy generation, attribute completion, and quality scoring |
| Buyer-signal intelligence | Not designed around buyer behavior; focuses on data governance, completeness rules, and channel syndication | Built around buyer signals — search terms, comparison criteria, and conversion intent — so enriched content is optimized for how buyers actually evaluate products |
| Relationship to your stack | Becomes the system of record; requires migrating master data into STEP | Sits alongside your existing PIM or MDM (including STEP); reads data in, enriches it, writes improved data back — no rip-and-replace |