Phased Roadmap & Investment Ask
Transitioning FactoryVibe from validated idea stage to 5,000 active sensor deployments across Indian and global manufacturing plants.
24-Month Rollout Timeline
Idea Validation, Prototyping & Summit Pitch
- Finalize 10 bench-prototype sensor pods using NVIDIA Jetson Developer Kits.
- Submit complete pitch deck & prototype demo to AI Impact Summit 2026 (AIC Prestige Inspire Foundation).
- Sign Letter of Intent (LOI) with initial 3 factory pilot partners in Pithampur Industrial Zone, Indore.
- File provisional patent on multimodal acoustic-thermal physics feature extraction algorithm.
Hardware Beta & 50-Pod Factory Pilots
- Design custom carrier PCB & die-cast aluminum IP67 magnetic enclosure tooling.
- Deploy 50 beta sensor pods across 5 manufacturing plants (Auto OEMs, Textile, Pharma).
- Collect 10,000+ hours of physical machine failure vibration datasets for model fine-tuning.
- Validate 85% fault prevention rate and benchmark < 45-day payback period for plant owners.
Commercial Launch & SaaS Engine
- Transition to domestic SMT batch manufacturing (500 units batch at ₹35,000 COGS target).
- Launch Hardware-Enabled B2B SaaS pricing model (₹25,000 pod fee + ₹15,000/yr recurring SaaS).
- Establish regional sales channel with Industrial MSME Associations across MP, Gujarat & Maharashtra.
- Reach ₹1.5 Cr ARR (Annual Recurring Revenue) with 500 active pod subscriptions.
National Scale & MENA Expansion
- Scale active deployment to 5,000 pods across 100+ enterprise manufacturing facilities.
- Expand to Middle East (UAE / Saudi industrial corridors) and South-East Asia.
- Introduce automated predictive spare-parts procurement marketplace integration.
- Raise Seed / Series A funding round ($2M - $5M) for global expansion.
Hardware-Enabled SaaS Business Model
Combining upfront hardware deployment fees with high-margin recurring annual SaaS software subscriptions.
Provides immediate capital payback on sensor pod COGS (₹35,000 scale target).
Grants ongoing Edge AI model updates, automated technician alerts, and web analytics dashboard access.
Near-zero server bandwidth cloud costs because AI inference executes offline inside the pod.
Pre-Seed Investment Ask
Seeking pre-seed capital & incubator support to execute 50-pod factory pilots.
R&D & Sensor Engineering
Custom carrier PCB design & Jetson Edge AI model tuning.
50-Pod Factory Pilots
Deploying beta pods across 5 Pithampur manufacturing plants.
Patent & IP Protection
Filing core physics-AI feature extraction patents in India & US.
GTM & Industrial Sales
Channel partner setup with MSME industrial clusters.
Connect with the Founders
Building in stealth for AIC Prestige Inspire Foundation summit presentation.