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, tame base-oil cost, defend the OEM & programs book, premiumise beyond commodity mineral, bank Aramco-sourcing & synthetic savings into returns, protect the export & OEM book, hold pricing discipline, 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. ₹30 Cr of receivables is >60 days late; distributor credit, slower industrial B2B terms and export receivables drive the blended 38-day DSO.
Recommends. Run a collections sprint on the aged book + tighten distributor credit and export LCs — frees ~₹39 Cr toward the 32-day target.
Finding. Firm imported base-oil prices (~55-60% of COGS) and a soft rupee are pressuring margin; EBITDA margin sits 1.6 pts below the 13.5% target.
Recommends. Lean on Aramco Group II/III sourcing synergy, hedge USD/INR, and sequence SKU price actions; tilt the mix to synthetic & specialties to offset base-oil inflation.
Finding. ₹106 Cr of Cummins Premium Blue OEM, industrial-rate and premium retail programs is at risk of non-repeat across the next four quarters.
Recommends. Trigger save-plays on at-risk programs; lock multi-year Premium Blue OEM offtake and industrial annual-rate (Ultramax) contracts before the renewal window.
Finding. ₹250 Cr of cross-portfolio / new-order whitespace; National distributor network (~450) alone has ₹160 Cr of untapped synthetic → industrial → OEM-genuine reach.
Recommends. Cut commodity-mineral dependence — grow SynPower/MaxLife synthetic, Ultramax industrial and Premium Blue genuine oil, and cross-sell across the portfolio.
Finding. ₹720 Cr of in-flight brand revenue is still on the transformation path; Ultramax lags at 68% program capture.
Recommends. Sequence Ultramax on a dated 90-day recovery plan — banks Aramco-sourcing & premiumisation savings and FCF into dividends to the two parents.
Finding. Export & OEM accounts (e.g. South Asia export distributors at 52d) carry conflicting payment / LC terms across plant, DMS & ERP systems.
Recommends. Reconcile term conflicts on the golden record; standardize export-LC / Incoterms and OEM / distributor payment terms to protect the export & OEM book.
Finding. Standalone plant / legacy estimators discount at 8% vs 5% on governed SAP — straight margin leakage on distributor & B2B pricing.
Recommends. Migrate distributor, OEM & industrial pricing onto SAP SD/CPQ with one price book and approvals; protect realization.
Finding. R&D / Technology (Ambernath lab) runs lowest at 80% utilization with 6 open reqs — capacity already paid for.
Recommends. Lift utilization with common scheduling and Ambernath blending automation; converts paid-for blending & fill capacity into throughput.
Grounded in the live cockpit snapshot via Azure OpenAI.