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, hedge cotton, defend the order book, sell up the value chain, bank sustainability savings, protect the export book, hold pricing, fill capacity. 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. ₹212 Cr of receivables is >60 days late; AMD–Composites (64d) and AMD–Human Protection (60d) programs drive the blended DSO.
Recommends. Run a collections sprint on the aged book + tighten export-LC and milestone billing — frees ~₹102 Cr toward the 48-day target.
Finding. Firm Shankar-6 prices are pressuring gross margin; EBITDA margin sits 2.2 pts below the 13% target.
Recommends. Extend forward cotton cover and reforecast H2 margin net of input inflation; tilt mix to value-added & AMD.
Finding. ₹280 Cr of value-added & AMD programs is at risk of non-repeat across the next four quarters.
Recommends. Trigger save-plays on at-risk programs; lock multi-year garment & AMD supply before the renewal window.
Finding. ₹1.28k Cr of value-chain cross-sell; H&M alone has ₹140 Cr of untapped fabric→garment→AMD upside.
Recommends. Sell up the chain — attach garments / Advanced-Materials to fabric-only brand accounts.
Finding. ₹5.05k Cr of in-flight division revenue is still on the transformation path; Environmental (Envisol) / Circularity lags at 40% savings capture.
Recommends. Sequence Environmental on a dated 90-day recovery plan — banks energy/water savings and keeps coal-out-by-2029 on track.
Finding. Export-desk accounts (e.g. Indian Defence / Ordnance at 62d) carry conflicting payment/LC terms across division CRMs and mill legacy systems.
Recommends. Reconcile term conflicts on the golden record; standardize export-LC / Incoterms to protect the export book.
Finding. Standalone mill/export tools discount at 14% vs 6% on governed SAP — straight margin leakage on commodity denim.
Recommends. Migrate the denim-mill estimator & export-desk pricing onto SAP SD/CPQ with one price book and approvals.
Finding. Corporate / R&D runs lowest at 82% utilization with 60 open reqs — capacity already paid for.
Recommends. Lift utilization with common dispatch & Industry-4.0 automation; supports the 37M→60M+ garment-piece push.
Grounded in the live cockpit snapshot via Azure OpenAI.