Industry · Manufacturing

From shop floor to last mile, agents that just work.

Shop-floor QA, demand forecasting, procurement automation, and field-service coordination. Built for plants, fleets, and distribution networks.

Built for Manufacturing

Plant-grade by default. Connects to your MES, ERP, and SCADA without disruption.

Compliance

  • ISO 9001
  • IATF 16949
  • BIS standards
  • Factories Act
  • Pollution Control Board

Core systems

  • SAP S/4HANA
  • Oracle Fusion
  • Tally
  • MES platforms
  • WMS/TMS platforms
Audit-ready · Hash-chained trail signed for every action
Sovereign deployment · India + global
Use cases

Where Manufacturing agents shine.

Production deployments across manufacturing. Pick one as your first agent. We'll get it live in 4–8 weeks.

Line · A-3 · QA
streaming
  • UNIT-9281 OK 0.02 σ
  • UNIT-9282 OK 0.04 σ
  • UNIT-9283 weld depth 3.2 σ PAUSE
  • UNIT-9284 OK 0.01 σ
Line paused · operator review

  • Anomaly detection across production lines with operator-in-loop verification.

    • Real-time defect detection
    • Operator-in-loop verification
    • Auto-pause on threshold breach

  • 48-hour rolling forecasts with SKU-level inventory recommendations.

    • 48-hour rolling forecasts
    • SKU-level inventory recommendations
    • Channel + season-aware models

  • RFQ generation, vendor scoring, and contract review in 4-day cycles.

    • RFQ → PO in 4-day cycles
    • Bid scoring with weighted criteria
    • Contract review with deviation flags

  • Field engineer dispatch, parts allocation, and resolution tracking.

    • Dispatch optimised by location + skill
    • Parts allocation auto-routed
    • Resolution tracked end-to-end

  • Multi-tier distributor support with order-to-cash automation.

    • Multi-tier distributor support
    • Order-to-cash automated
    • Scheme + incentive tracking
Recommended agents

Pre-built for Manufacturing.

  • Nila

    Forecaster

    Demand forecasting and SKU-level inventory recommendations.

  • Dwight

    RFQ

    Vendor sourcing, RFQ scoring, and contract review.

  • Pragna

    Analyst

    Cross-system reporting and ad-hoc analytical queries.

Yes. Native SAP S/4HANA, Oracle Fusion, and MES connectors. Agents read from your systems of record without disrupting them.

TVS Group avoided ₹2.4 cr/yr in scrap across 4 plants. Hero MotoCorp hit 92% forecast accuracy. Typical first-year ROI: 3-5x.

Yes. Defence-sector and IP-sensitive customers run Ajuni fully on-prem with no external dependencies.

Pick the workflow. Live in production before quarter-end.

30-minute scoping with an architect who's shipped agents in Manufacturing before. Your data, your regulators, your edge cases.

Schedule Manufacturing workshop