Product Vision
2026 — 2027 — Beyond
We're building an AI-powered operational intelligence platform for physical businesses. Here's what's coming, why, and when.
Electrical AI™ Launches
Intelligent maintenance transforms from reactive to predictive. Multi-location coordination, equipment risk scoring, and public QR complaint resolution.
Electrical AI™ General Availability
Full launch of intelligent maintenance platform with templated inspections, asset lifecycle, failure prediction, and public QR complaint loops.
Multi-location maintenance coordination
Supervisor workflows spanning multiple facilities. Automatic escalation rules, predictive alerts, and field-tech offline-first PWA.
Equipment lifecycle AI
Risk scoring per asset. Predictive maintenance recommendations based on historical failure patterns and operational stress.
Integration & Anomalies
Unified operations dashboard. Real-time anomaly detection across WTMS and Electrical AI. Custom model fine-tuning available.
Electrical integration with WTMS
Unified operations dashboard combining workforce and equipment intelligence. Cross-platform reporting and consolidated audit logs.
AI anomaly detection
Real-time detection of unusual patterns: unexpected downtime, cost spikes, unusual staffing gaps. Proactive alerting before issues escalate.
Custom fine-tuning
Organisations can fine-tune LLM models on their operational data. Privacy-preserving fine-tuning on premise or in-cloud, your choice.
Solutions & Localization
Pre-configured Hospitality Solution. Multi-language support for Indian languages. Advanced predictive analytics and forecasting.
KodSpot Solutions: Hospitality
Pre-configured package for hotel chains. Template workflows for housekeeping, laundry, engineering, F&B coordination, and guest service escalation.
Multi-language support
WTMS, Electrical, and Menu Scanner in Hindi, Kannada, Tamil, Telugu, Marathi. AI prompts and responses localised per region.
Advanced predictive analytics
Forecasting and scenario planning: occupancy-driven staffing projections, maintenance cost trends, equipment lifecycle planning.
Frontier: Guest, Supply, Revenue
Expanding the operational intelligence platform into guest experience, supply chain coordination, and revenue management. Building an ecosystem of AI-powered operational tools for physical businesses.
Guest Experience AI
AI-powered guest service platform integrating QR complaints, billing disputes, and personal preferences. Unified resolution workflow.
Supply Chain Coordination
Inventory management, procurement, and logistics coordination. AI-driven demand forecasting and cost optimisation.
Revenue Management AI
Dynamic pricing, occupancy optimisation, and revenue forecasting for hospitality and event venues.
API-first marketplace
Third-party integrations and plugins. PMS systems, accounting software, and custom vertical solutions built on KodSpot Intelligence.
How we ship
Principles, not promises.
This roadmap is directional. Exact dates shift based on customer needs, market conditions, and the engineering reality we discover along the way. We prioritise:
- Single-founder engineering discipline: We ship when it's right, not when the market wants it.
- Customer obsession: Every feature is validated with production users before broad rollout.
- Cost discipline: We won't add AI features that don't have clear ROI for customers.
- Data privacy first: No dark patterns. All personal data handling is transparent and auditable.
- Multi-cloud readiness: Every new feature is designed to work across GCP, AWS, and Azure.
Let's build something
Help shape the roadmap.
We talk with customers monthly to understand priorities. If you have operational challenges you think KodSpot Intelligence can solve, let's discuss.
