For Business Intelligence
Power smarter decisions with deeper product and customer insights.
The Problem
BI tools are only as good as the data they ingest. You can’t realize their value if your data isn’t structured or connected.
01
Most chemical companies have invested in modern BI tools — the issue isn’t outdated software, it’s poor data quality and structure. Garbage in, garbage out.
02
Product and customer attributes are trapped in PDFs or siloed systems with no consistent taxonomy.
03
Inconsistent data across ERPs, CRMs, spreadsheets and documents leads to misleading or incomplete dashboards, making any insights untrustworthy and unusable.
04
Analytics teams spend more time cleaning data than generating commercial insights.
05
The Solution
Knowde creates a structured commercial data foundation to power BI tools.
01
Knowde AI extracts and standardizes product attributes (chemistry, functionality, certifications, applications, etc.).
02
We harmonize customer attributes (industry, region, tier, buying segment, etc.) to reflect real-world behavior.
03
We link products to customers through structured taxonomies and enriched transaction data.
04
Push BI-ready outputs that plug seamlessly into Power BI, Tableau or any data warehouse.
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Positive Business Outcomes
A clean commercial data foundation unlocks the power of BI tools, giving you trustworthy, actionable insights for decision making.
01
Faster Commercial Insights: Analytics teams spend less time preparing data and more time learning from it. You'll gain more accurate dashboards across regions, customers and product lines.
02
Deeper visibility into margin, pricing, and product performance by customer or application enables stronger decision-making across sales, marketing, finance and leadership teams.
03
Higher ROI on BI investments because dashboards finally deliver actionable insights.
How We Do It
Step 1
Attribute Extraction & Enrichment: We normalizes scattered product and customer data into consistent taxonomies.
Step 2
Data Harmonization: We unify information across ERPs, CRMs, spreadsheets and data lakes.
Step 3
Customer-Product Linking: Reveals who buys what, where and why — fueling segmentation and margin analysis.
Step 4
BI-Ready Data Outputs: Knowde enables plug-and-play integration with Tableau, Power BI or Snowflake.
Step 5
Future-Proofed Foundation: Keeps structured data continuously updated to support evolving business questions.
Step 6
Sales Enablement Edge: Makes BI conversations about data quality — not about replacing tools.
Return on Investment
40–60% reduction in analytics team time spent on data prep
25–35% improvement in margin and forecast accuracy
2–3x increase in BI adoption rates by commercial teams
15–20% uplift in ROI on BI and analytics investments
