Decision-grade dashboards + reporting systems
Semantic model + KPI governance + role-based dashboards designed around decisions, not vanity metrics.
Includes
Forecasting + optimization (planning and operations)
Demand/inventory/capacity forecasting, service-level buffers, and operational levers tied to measurable outcomes.
Secure GenAI copilots (RAG) + controlled agents (task execution)
Copilots for Q&A and drafting; agents that can execute tasks via tools with permissions, logs, and approvals.
Evaluation + monitoring + governance for production
Hallucination reduction, quality evals, drift monitoring, prompt/version control, and audit-ready logging.
Deliverables
KPI semantic layer + executive + operator dashboards
Forecasting/optimization outputs integrated into workflows
Copilot/agent design (grounded sources + controls)
Monitoring plan (accuracy, drift, adoption, reliability)
FAQ
Copilot vs agent—what’s the difference?
A copilot answers and drafts; an agent can execute tasks via tools with permissions, logs, and approvals.
How do you reduce hallucinations?
RAG over approved sources, citation-based outputs, evaluation harnesses, and continuous monitoring.
How do you control risk?
Role-based permissions, audit logs, and controlled tool access for any actions—plus human approval gates where required.