Reinforced Learning

Tips and tricks we've picked up along the way.

Why DTC Wellness Brands Lose Customers They Should Keep
DTCWellness

Why DTC Wellness Brands Lose Customers They Should Keep

Wellness products take time to show results, and the first few weeks after purchase are when customers decide whether to stay. Many brands leave that period underdeveloped. Here's why wellness customers churn and how technology can help brands become better partners in their customers' health journeys.

Monica Borrell

Director of Project Delivery

Why AI Prototyping Leads to Better Product Decisions
AIPrototyping

Why AI Prototyping Leads to Better Product Decisions

Product teams have traditionally made important decisions before they could be validated with real users, using real software. AI-assisted development is beginning to change that, allowing teams to test concepts earlier, involve more people in the process, and decide based on working software rather than assumptions.

Mukhtar Bahadory

Lead Software Engineer

Why Reliable AI Chatbots Need Deterministic Architecture
AI FeaturesChatbots

Why Reliable AI Chatbots Need Deterministic Architecture

AI chatbots can look incredibly capable in a demo. But production environments ask much more from AI than a demo ever does. The strongest production AI systems are rarely built around a chatbot acting independently. They work best when LLMs help interpret language while deterministic systems control execution, validation, and real business outcomes.

Designing Deterministic AI Chatbots
AI FeaturesChatbots

Designing Deterministic AI Chatbots

Many organizations are exploring how Generative AI chatbots could improve customer service and operational workflows. But once chatbots are introduced into real production workflows, the problem becomes much more complicated. Here's the architectural pattern that worked.

Using GenAI to Optimize Case Study Creation Without Losing Editorial Control
AI DevelopmentContent Creation

Using GenAI to Optimize Case Study Creation Without Losing Editorial Control

Case studies are high-value content, although they are challenging to produce consistently. This is where the value of GenAI appears. Instead of treating LLMs as standalone writers, we treat them like tools that help reduce cognitive load by architecting repeatable, efficient editorial workflows.

Josh Proto

Cloud Strategist

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