Named agents that watch one domain each, ground in its 360, and recommend the next action — the reasoning layer over the mesh.
Each agent owns one job — collect cash, manage spice cost, defend the listings & export book, cross-sell across blended + pure + whole, bank food-safety & capex-ROI programs, protect the export & organized-channel book, hold trade pricing, lift plant utilization. They read the same governed data the 360s show, surface the live finding, and recommend the move. This is the reasoning layer over the mesh.
Every card reads the same governed data its 360 shows — a live finding, the recommended move, and the value at stake.
Finding. ₹18 Cr of receivables is >60 days late; modern-trade and export terms drive the blended DSO versus near-cash q-commerce & general trade.
Recommends. Run a collections sprint on the aged book + tighten modern-trade & export credit terms — frees ~₹27 Cr toward the 24-day target.
Finding. Firm chilli (Guntur) & cumin prices and packaging-laminate costs are pressuring margin; EBITDA margin sits 1.5 pts below the 15.5% target.
Recommends. Forward-buy at harvest across chilli / turmeric / cumin mandis, optimise blend recipes & premium mix, and reforecast H2 margin net of spice inflation; tilt mix to premium blends, modern trade & exports.
Finding. ₹140 Cr of organized-channel & export supply is at risk of non-repeat across the next four quarters.
Recommends. Trigger save-plays on at-risk accounts; lock multi-year modern-trade listings and export supply agreements before the renewal window.
Finding. ₹300 Cr of cross-category / new-SKU whitespace; GT distributors (North & East) alone has ₹85 Cr of untapped blended → pure → whole reach.
Recommends. Deepen distributor reach and cross-sell blended + pure + whole across accounts; scale modern trade, q-commerce & exports and new formats.
Finding. ₹1.33k Cr of in-flight category revenue is still on the transformation path; International & New Formats lags at 68% capex-ROI capture.
Recommends. Sequence International on a dated 90-day plan — banks ETO-free sterilization, automation & farm-to-pack traceability, restoring export trust and lifting ROI.
Finding. Export & modern-trade accounts (e.g. Institutional / private-label & CSD at 38d) carry conflicting payment / Incoterms across plant & channel systems.
Recommends. Reconcile term conflicts on the golden record; standardize export-LC / Incoterms and modern-trade terms to protect the export & organized-channel book.
Finding. Standalone plant / depot estimators discount at 10% vs 6% on governed SAP — straight margin leakage on trade terms.
Recommends. Migrate channel, modern-trade & export pricing onto SAP SD/CPQ with one price book and approvals; protect trade-scheme margin.
Finding. Manufacturing — Maharashtra & other plants runs lowest at 82% utilization with 50 open reqs — capacity already paid for.
Recommends. Lift utilization with common scheduling and grinding / blending / packing automation; converts paid-for capacity into throughput.
Grounded in the live cockpit snapshot via Azure OpenAI.