Unified digital infrastructure and agentic customer operations across Take 5 Oil Change, Maaco, Meineke, and CARSTAR franchises — consolidating fragmented tech stacks and deploying AI-powered customer service to reduce operational friction.
Driven Brands operates one of North America's largest automotive services platforms — a collection of franchises and company-owned locations serving millions of car owners annually. But growth had surfaced a constraint that kills operational throughput at scale: fragmented digital infrastructure.
Each brand ran separate customer operations systems. A customer inquiry at Take 5 triggered manual qualification, routing, and follow-up. The Maaco scheduling system didn't talk to the corporate data layer. CRM data was siloed by brand, making it impossible to understand customer lifetime value or deploy unified retention campaigns. Customer service costs were high, cycle times were long, and the cost of supporting the tech estate was compounding.
Consolidating these systems wasn't just a technology problem, it required rethinking the entire customer operations model across brands with different locations, customer profiles, and decision-making structures. The stakes were high: fumble the transition and service quality suffers; get it right and the cost per transaction drops dramatically while velocity increases.
Single source of truth for customer identity, transaction history, and service records across all brands. Built for real-time ingestion from franchise POS, scheduling, and CRM systems.
AI-powered system that qualifies inbound customer inquiries, routes them to the correct brand and location, and initiates the service flow autonomously, reducing manual handoff friction by 75%.
Deployed resolution engine that handles status updates, simple scheduling, follow-ups, and common questions. Escalates only complex cases to human support, cutting service ticket volume by 40%.
Cohort analysis and propensity modeling to identify at-risk customers and deploy targeted retention offers. Shared data enables retention campaigns that serve all brands from a unified decisioning layer.
Real-time metrics on customer satisfaction, service throughput, AI system performance, and brand-level operational health. Built for ops teams and PE ownership due diligence.
AI customer service system resolves status updates, appointment confirmations, and common service questions automatically. Human support team shifted to high-value problem-solving and retention work.
Single customer data platform eliminated brand silos. Real-time visibility across the entire franchise network. Enables cohort-level retention campaigns and pricing optimization.
Customer inquiry to service initiation now runs on an agentic schedule. Manual qualification and routing eliminated. Franchise locations see faster booking confirmation and improved appointment fill rates.
Unified infrastructure reduces cost of customer acquisition and customer service. Scale enables investment in brand-specific feature development without duplicating foundational systems.
How platform consolidation, cost reduction, and AI-powered throughput compound to drive EBITDA expansion and multiple arbitrage in PE portfolio companies.
Each system improvement compounds: faster decisions enable better data, better data enables smarter AI, smarter AI creates cheaper operations. How engineering compounds value creation.
When deployed at scale across operational workflows, agentic systems don't replace humans, they redirect human attention to work that compounds value. The operations playbook.
Whether you're consolidating multiple brands, reducing operational cost, or deploying AI at portfolio scale, we build systems that compound value.
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