Overview
Ironside's AI-driven Intelligence Dashboard: Franchise & Multi-unit Operations. unifies disconnected point of sale, CRM, accounting, and management systems into a governed AWS data platform. We deliver platform-agnostic embedded analytics and predictive AI directly to unit operators and corporate leadership through a secure portal, accelerating operational decision-making across franchise and multi-tenant operating environments.
Engagements are delivered across three core pillars:
- Governed Data Layer & Integration: Integrating POS, CRM, accounting, and operational systems into Amazon S3 and AWS Glue using a medallion architecture that harmonizes flexible multi-source data definitions and enforces location-level security.
- Embedded Benchmarking & Dashboards: Delivering platform-agnostic embedded dashboards within a branded franchisee portal, enabling operators to benchmark individual locations against network averages across sales, labor efficiency, and customer retention across franchise and multi-tenant operating environments.
- Predictive AI & Generative Q&A: Deploying AI agents on Amazon Bedrock with Anthropic Claude to generate demand forecasts, staffing recommendations, and churn risk scores, paired with a generative AI layer for plain-language queries against network data.
Deliverables: Governed multi-source data platform, platform-agnostic embedded executive dashboards, custom predictive models (demand, churn, staffing), branded multi-tenant franchisee portal with row-level security, and a natural language query interface.
Highlights
- Give every unit operator a single view of their business by unifying operational and transactional data into one governed AWS platform.
- Benchmark every location against network averages with embedded analytics dashboards delivered directly in the executive portal.
- Drive daily decisions with AI powered demand forecasts, churn predictions, staffing recommendations, and marketing propensity scores.
Details
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