// Proactive data-driven management

DecidRA.

MVP ready

Operational proactive management: the system watches governed KPIs, raises what needs attention with evidence attached, and turns it into decisions and actions.

For Retailers first, then FMCG and logistics — category managers, commercial directors, operations leads.
Status MVP ready for pilot validation: governed monitoring, diagnosis, decision journal and retail report packs are implemented; runtime handoff is the next milestone.
Family Retail decision intelligence

// product · v.2026

Retail decision intelligence Availability varies by product

Role in Valnative AI OS for Retail

Investigate operational decisions

This is one component of the platform. A working product does not establish that every cross-product handoff or retailer integration is available.

Inputs and outputs

Inputs: An operating issue, relevant context, evidence and decision criteria.

Outputs: A structured decision case and proposed next action for review.

Problem & who it’s for

BI tools answer questions someone already thought to ask. Real losses hide in the questions nobody asks: eroding margins, lost sales, drifting availability. And AI chat-over-data tools answer confidently without evidence.

Offer & core workflow

DecidRA monitors governed KPIs proactively, diagnoses issues with the evidence attached, and drives them to closure: a decision journal, ready-made retail report packs (sales growth, lost sales, inventory, replenishment, assortment health), and plain-language questions as an auxiliary mode — every answer traceable to its evidence.

What exists now

Governed KPI monitoring, evidence-backed diagnosis and decision journal.
Retail report packs implemented.
Evidence-ledger discipline: answers reference their data, or the system abstains.

Next milestones

Extend proven retail workflows into FMCG and logistics.
Complete runtime handoff of accepted decisions to SHEPORD and Operstead.
Validate buyer demand and pilot economics.

Connections in the platform

Directional value exchanges with explicit implementation status, separating current capability from the roadmap.

RetailAsset → DecidRA — reference scope, KPI and entity context. Partially implemented
DecidRA → BoardRA — observed issues and decision instances for mining. Planned
DecidRA → SHEPORD — escalation of validated decision candidates. Planned
DecidRA → Operstead — execution-order handoff for accepted decisions. Planned

Talk to us about DecidRA.

Bring the workflow, data and systems you have in mind. We can discuss current availability, an appropriate demonstration and the work needed to assess a fit.

Book a call Discuss this capability