This is what adapting and growing looks like.
Accuracy match rate
Classifier
Turned weeks of complex, manual workflows into mere days. In a recent AI enablement engagement for a Banking client, the solution slashed the delivery time of a highly manual classification and data mapping operation by 65%—reducing a two-week process to just 3 days. By architecting a custom Generative AI Classifier, we achieved a 90% accuracy match rate on existing datasets. Ultimately, this research-based approach identified a 50% reduction potential in manual effort, freeing highly skilled analysts to focus on strategic, high-value client work rather than repetitive tasks. Today, instead of starting from scratch, teams are utilizing reusable research frameworks and standardized protocols to expand this AI adoption across multiple Operations, Strategy, and Digital practice areas.
Accuracy (existing lists)
Accuracy (new/cold-start lists)
Cycle time reduction
Velocity gain
AI-First Product Delivery
The XR project was a strategic imperative in enterprise digital transformation, moving the product delivery engine from translation-heavy, manual processes to an AI-augmented lifecycle. This fundamental rewiring focused on optimizing delivery velocity and system interoperability. By transitioning from fragmented documentation to an integrated GenAI-enhanced workflow, the project mitigated the translation tax that plagues large-scale efforts. The core mission was to collapse the product delivery cycle from two weeks to three days by using GenAI to convert raw ideation artifacts into high-integrity PRDs, epics, and test-ready technical specifications—turning the PM-to-Dev lifecycle into a high-fidelity pipeline for innovation.
Development velocity
Repetitive admin cut
Faster Jira task creation
Days to live launch
Work Bench
Work Bench is an internal platform developed by thinkermaker.studio in response to the limited controls given to users of traditional SaaS products. It demonstrates how a fully functional tool can be built rapidly. Work Bench is a comprehensive productivity and business management platform designed to streamline workflows across multiple domains. Serving as a unified workspace, it combines task management, relationship tracking, and an experimental sandbox, utilizing AI-powered tools. By “taking our own medicine,” thinkermaker.studio has built this platform from the ground up to manage client projects while mastering the future of AI-assisted development.
Days to live launch
Operational expense at launch
AI / human split
