StrategyJul 4, 2026
Off-the-shelf vs custom CRM for high-volume call and insurance operations
A decision framework for insurance and high-volume call operations weighing a custom CRM against off-the-shelf: cost, control, and AI-readiness.
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Practical writing on AI that grows businesses.
Short essays from our delivery team on the systems, patterns, and decisions that compound revenue.
StrategyJul 3, 2026
Why a custom CRM is the foundation of every AI automation that actually sticks
AI automations stall when the CRM cannot give them clean, writable data. Why a custom CRM is the foundation, and when off-the-shelf is enough.
Read essayOperationsJul 2, 2026
AI call center ROI: the cost-per-resolved-call model that gets budget approved
Stop selling containment. Here is the cost-per-resolved-call model that gets AI call center budget approved by finance.
Read essayHome ServicesJul 1, 2026
The missed-call leak: how home-services firms lose bookings before the callback
Up to a third of inbound calls go unanswered. Here is how home-services firms recover those bookings with an AI receptionist and instant callback.
Read essayTravelJun 30, 2026
How timeshare operators cut cancellations with AI-driven retention flows
The rescission window is a measurable revenue leak. Here are the AI retention flows that recover at-risk timeshare owners before they cancel.
Read essayInsuranceJun 29, 2026
AI Voice Agents in the Medicare Call Center: A 2026 Compliance and Performance Playbook
Medicare call volume concentrates into a brutal enrollment window every year. AI voice agents can absorb it, but only if CMS recording rules, TCPA consent, and HIPAA are designed in from the first diagram. Here is the architecture, the rules, and the ROI model, every claim cited to its primary source.
Read essayOperationsMay 4, 2026
Why most call-center AI pilots stall at 30% containment
The integration layer, not the model, is the bottleneck. Five fixes from our last twelve deployments.
Read essayHealthcareApr 22, 2026
A reference architecture for HIPAA-aligned voice agents
PHI handling, audit trails, and human-in-the-loop patterns that pass payer security review.
Read essayRetailApr 9, 2026
Forecast accuracy is a working-capital lever
How a few points of forecast-error improvement at a mid-market retailer freed up meaningful inventory.
Read essayTravelMar 28, 2026
Owner-services automation: lessons from a high-containment build
What we got right, and the two things we would scope differently next time.
Read essayStrategyMar 14, 2026
Buying vs. Building an Enterprise Chatbot in 2026
Most enterprise chatbot build-vs-buy calls are made emotionally and regretted financially. Here is the framework, the data on why most GenAI pilots stall, and the one line that actually decides it.
Read essayEngineeringFeb 27, 2026
Evaluation Pipelines That Survive a Model Swap
Models change every few months. Without an eval harness you own, every upgrade is a gamble. Here is the model-agnostic harness we ship, wired into CI, and how it aligns with NIST and HELM.
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