Partners/Match Intelligence

Match Intelligence

VIOS evaluates partners across 33 sub-dimensions in 5 weighted categories with transparent, auditable scoring

33 sub-dimensions5 categories5 partners evaluatedScores computed in real-time

Dimension Comparison

Click a category to expand sub-dimensions. Click a partner logo to view detail.

Category / DimensionWeightNeed
Technical Capability30%--100100949390
Security & Compliance25%--10095989299
Commercial & Financial15%--88979310091
Delivery & Operations20%--9999999595
Strategic Alignment10%--100100989897
Overall Match100%--98%98%96%95%94%

Match Methodology

How VIOS computes match scores in 5 pipeline stages

01

Capability Extraction

2,400+

Analyzes partner capabilities from 12 data sources including SEC filings, API docs, case studies, and live telemetry

02

Dimensional Scoring

35 dims

35 sub-dimensions scored across 5 weighted categories using importance derived from your strategic priorities

03

Strategic Alignment

86 signals

Business strategy fit analysis including timing windows, commercial terms, cultural alignment, and roadmap overlap

04

Risk Assessment

120+ checks

Financial stability scoring, geographic coverage mapping, compliance verification, and concentration risk analysis

05

Composite Score

340+ pts

Weighted aggregation with confidence intervals, Monte Carlo sensitivity testing, and human-in-the-loop validation

Match History

Timeline of all match evaluations performed

Mar 28Evaluated Snowflake for cloud data platform85%
Mar 25Re-scored Palantir after Sprint 4 review97%+2%
Mar 22Cohere benchmark on contract corpus completed79%
Mar 20New partner detected: Datadog82%
Mar 18Scale AI agent scoring pipeline assessed84%-1%
Mar 14Palantir co-creation sprint review95%+3%
Mar 10C3.ai procurement AI demo completed88%
Mar 5Databricks spend intelligence POC scoped91%+1%