We help Indian manufacturers assess connected factory readiness, deploy Industry 4.0 infrastructure, and build AI-native operating models — in implementation partnership with Shaurrya, DEWiN, and OJI.
Practice areas: Industry 4.0 connected factory · AI-native operating model design · Agentic PMO · AI governance frameworks
Implementation partners: Shaurrya (OT/connectivity) · DEWiN (cloud/platform) · OJI (edge/retrofit sensors)
Describe your machines. Get an honest, per-asset connectivity verdict, a Tier 01 readiness rating, and your place on the three-stage ladder to AI Native. No autopilot, no oversell.
Connectivity, telemetry, and machine visibility. Every asset gets a verdict — native digital interface, gateway required, retrofit needed, or needs manual survey. Critical (bottleneck) assets are flagged first.
Unlocked once critical assets are telemetered. Data governance, workforce AI-readiness, analytics infrastructure, and operating model redesign.
Governed human-plus-AI workflows, predictive decision support, continuous learning loops. The operating model itself is built around machine intelligence.
List your machines — type, interface, year — and get an instant per-asset connectivity verdict with implementation-ready next steps from Shaurrya, DEWiN, and OJI.
Open Factory Readiness Tool →Built by AI Native Organisations · Powered by Nous Research
Shaurrya — OT connectivity, industrial gateways, Profinet/Ethernet/Modbus → OPC-UA/MQTT
DEWiN — Cloud/platform ingest, digital twin infrastructure, machine visibility dashboards
OJI — Retrofit sensors, edge I/O modules, on-site surveys for non-digital assets
We tell you which stage you're on — and which one is honestly next. No oversell, no skip-ahead.
Per-asset connectivity verdict, telemetry infrastructure, machine visibility. Our interactive tool gives you an honest assessment in under 2 minutes.
Data pipelines, governance frameworks, workforce AI literacy, operating model redesign. You don't graduate here until the foundation is solid.
Human-plus-AI workflows, predictive decision support, continuous learning loops. The factory operates as an AI-native organisation.
AI agents that plan, monitor, and alert — turning strategy into governed execution. Smaller teams, smarter delivery, across any industry.
Takes a project brief + domain pack → generates 100+ tasks with milestones, dependencies, and discipline assignments. Catches scope gaps automatically.
Deterministic rule checks against project data — flags delays, drift, missing deliverables, and risk triggers. No LLM cost, always predictable and auditable.
Reviews anomalies, escalates by severity, cross-references risk register for recommended actions. Complete audit trail.
Pre-built industry intelligence — WBS templates, risk registers, monitoring rules, KPIs, and agent context. Available for EPC, Industry 4.0, Green Methanol, SAF, and more. New packs created in 2-3 days with one SME.
Scope your custom sync connector — tool stack, custom fields, sync cadence, and infrastructure. Interactive form with auto-save and Markdown export.
Open Interactive Form →Download Markdown · Build estimate: 8–12 days
Whether you're a manufacturing MSME or a large enterprise — start with the factory readiness tool, then book a 60-minute readiness review with our implementation partners.
Prashant Nikam, Founder — AI Native Organisations · Implementation partners: Shaurrya · DEWiN · OJI