AI Strategy & Roadmapping
We help leadership teams understand where AI actually moves the needle in their business.
Engagements typically include:
- AI opportunity assessment & value sizing
- Data, tooling, and talent capability review
- 12–24 month roadmap with quick wins & bets
- Reference architectures and vendor landscape
Forecasting & Optimization Engines
We design forecasting and optimization systems that plug into your planning workflows.
- Demand, sales, and intake forecasting
- Price elasticity & promotion uplift modeling
- Inventory, replenishment, and allocation logic
- Model monitoring, explainability, and reporting
Automated Planning & Decision Systems
We turn business rules and heuristics into robust, testable engines that scale.
- Allocation & assortment optimization engines
- Scenario simulation & “what-if” tooling
- Integration with PLM, ERP, and planning platforms
- Change management and rollout support
Data Engineering & Analytics Platforms
Data that is reliable, well-modeled, and discoverable is the foundation of any serious AI effort.
- SQL / Python data pipelines & orchestration
- Cloud data architecture (Azure, GCP, Snowflake)
- Metric layers, semantic models, and audit trails
- Executive analytics dashboards & self-serve tools
Custom AI Tools & Internal Agents
We build tailored LLM-powered tools that understand your data, workflows, and constraints.
- Internal copilots for planners & analysts
- Document and knowledge base assistants
- Process automation agents that take actions, not just answer questions
- Security, access control, and observability baked in
Advisory & Second Opinions
Already working with vendors or an internal team? We provide an independent, technical point of view.
- Architecture and codebase reviews
- Model quality and evaluation audits
- Build-vs-buy recommendations
- Hiring & org design support for data/AI teams