Decision intelligence for product line architecture.
Decision intelligence for product line architecture.
Resolve fragmented product data, model assortment scenarios and understand design-stage cost trade-offs. Helm gives merchandising and product teams a causal foundation for every decision.
Resolve fragmented product data, model assortment scenarios and understand design-stage cost trade-offs. Helm gives merchandising and product teams a causal foundation for every decision.
SOLUTIONS
01
Resolve: SKU entity resolution
Trust the product data behind every decision.
Avoid misattribution by building a persistent resolution layer that links fragmented product records across internal and external sources, giving a cleaner foundation for analysis and decision making.
01
Resolve:
SKU entity resolution
Trust the product data behind every decision.
Avoid misattribution by building a persistent resolution layer that links fragmented product records across internal and external sources, giving a cleaner foundation for analysis and decision making.
02
Create: Cost & margin modeling
Identify the impact of design and production decisions upstream.
For Product Line Managers and Designers to understand the full commercial consequences of their decisions.
02
Create:
Cost & margin modeling
Identify the impact of design and production decisions upstream.
For Product Line Managers and Designers to understand the full commercial consequences of their decisions.
03
Assort: Product Assortment Decision Intelligence
Make more informed assortment decisions with a clearer evidence base.
For merchandising and planning teams to model scenarios, evaluate trade-offs and understand the causal logic behind their decisions.
03
Assort: Assortment decision intelligence
Make more informed assortment decisions with a clearer evidence base.
For merchandising and planning teams to model scenarios, evaluate trade-offs and understand the causal logic behind their decisions.
APPROACH
APPROACH
A force multiplier for your team's judgment
Helm gives your team the evidence, analysis and reasoning to make better decisions. Every output is grounded in causal logic and ML analysis across your product data, with transparent reasoning your team can interrogate, challenge and build on.
01
Entity Resolution
Ingests product data from PLM, ERP, e-commerce and wholesale systems, resolving into a clean canonical master knowledge graph to act as the foundational data layer.
Causal Blueprints
Structured models that encode the cause-and-effect logic behind each decision type, capturing the expertise and institutional knowledge your team already has.
02
ML & Causal AI
A multi-agent system that orchestrates causal, correlation, analytical, forecasting and scenario modelling agents across your data.
03
Guided Decision Interfaces
Designed to optimize how product and merchandising practitioners make decisions, reflective of the real-world complexity of line architecture.
04
A force multiplier for your team's judgment
Helm gives your team the evidence, analysis and reasoning to make better decisions. Every output is grounded in causal logic and ML analysis across your product data, with transparent reasoning your team can interrogate, challenge and build on.
Entity Resolution
Ingests product data from PLM, ERP, e-commerce and wholesale systems, resolving into a clean canonical master knowledge graph to act as the foundational data layer.
01
Causal Blueprints
Structured models that encode the cause-and-effect logic behind each decision type, capturing the expertise and institutional knowledge your team already has.
02
ML & Causal AI
A multi-agent system that orchestrates causal, correlation, analytical, forecasting and scenario modelling agents across your data.
03
Guided Decision Interfaces
Designed to optimize how product and merchandising practitioners make decisions, reflective of the real-world complexity of line architecture.
04
A force multiplier for your team's judgment
Helm gives your team the evidence, analysis and reasoning to make better decisions. Every output is grounded in causal logic and ML analysis across your product data, with transparent reasoning your team can interrogate, challenge and build on.
01
Entity Resolution
Ingests product data from PLM, ERP, e-commerce and wholesale systems, resolving into a clean canonical master knowledge graph to act as the foundational data layer.
Causal Blueprints
Structured models that encode the cause-and-effect logic behind each decision type, capturing the expertise and institutional knowledge your team already has.
02
ML & Causal AI
A multi-agent system that orchestrates causal, correlation, analytical, forecasting and scenario modelling agents across your data.
03
Guided Decision Interfaces
Designed to optimize how product and merchandising practitioners make decisions, reflective of the real-world complexity of line architecture.
04
Resources
Contact:
hello@thehelm.ai
Contact:
hello@thehelm.ai