We are committed to AI that improves your productivity instead of loading you with rework.
Fewer hidden errors and more credibility

Your people-AI teams should have a passion for quality, traceability, accountability, continuous improvement, and learning. We can help you with this.
Strict Quality Scaffolding™ teaches user-AI teams how to work together for AI results that can be trusted.
A Paradigm for AI-assisted Work That Can Withstand Audit and Executive Scrutiny
✔ Traps Six Kinds of AI-generated Errors before they proliferate through your organization.
✔ Six leadership actions to Increase AI Reliability and Reduce Costs of Workslop.
✔ Active engagement between people and AI to ensure high quality output.
Our Goal is Error Reduction, not Perfection
✔ We focus on the quality of output from the user-AI session.
✔ Errors become learning and corrections become AI governance.
✔ Measurable results in project time and cost savings.
Three Layers of Quality Control
✔ Structured error detection and collaborative correction turn into lasting quality control.
✔ A layered, adaptive governance system that both prevents and learns from quality failures across sessions
Our Services
We make your AI more accurate and trustworthy by bringing you our:
✔ Software tools,
✔ Training,
✔ Publications, and
✔ Customized solutions.
Strict Quality Scaffolding™
✔ Our 50 system prompts work in your AI’s background to stop most errors in their tracks before they can enter its output and your work.
✔ SQS™ takes your feedback to learn and continuously improve its strengths to capture your AI’s errors.
✔ Scaffolding ensures clarity, context accuracy, and quality compliance before output is generated; and validates factual and logical integrity afterward.
✔ SQS™ works with you to define what counts as quality and check output for violations as it is generated, saving you massive downstream rework.