--- title: Cognistry Edge Blog | Develop People description: Develop People | Where organizations turn insight into operational decisions. Learn how leaders overcome Data Drag and build real decision capability with AI. --- [Skip to content](https://cognistry.co/edge/tag/develop-people#main-content) [![AI Powered Course Designer for Learning Architects](https://cognistry.co/hs-fs/hubfs/cognistry_primary-1.png?width=250&height=100&name=cognistry_primary-1.png "AI Powered Course Designer for Learning Architects")](https://cognistry.co) - [Home](https://cognistry.co) - [Platform](https://cognistry.co/platform) - [Signal](https://cognistry.co/signal) - [Forge](https://cognistry.co/forge) - [Sim](https://cognistry.co/sim) - [Edge](https://cognistry.co/edge-activate-adoption-and-change) - [Solutions](https://cognistry.co/overview) - [About](https://cognistry.co/about) - [Resources](https://cognistry.co/resources) - [Get the Book!](https://cognistry.co/the-ai-lead-lambert) - [Recommended](https://cognistry.co/edge) - [LOGIN](https://app.cognistry.co) # Insights Thought leadership on capability, decision-making, and knowledge systems Search [All](https://cognistry.co/edge) [Prove Value](https://cognistry.co/edge/tag/prove-value) [Culture](https://cognistry.co/edge/tag/culture) [Train Agents](https://cognistry.co/edge/tag/train-agents) [Develop People](https://cognistry.co/edge/tag/develop-people) [Activate Contribution](https://cognistry.co/edge/tag/activate-contribution) [Design Allocation](https://cognistry.co/edge/tag/design-allocation) [Organization](https://cognistry.co/edge/tag/organization) Featured [![Simulation Scoring Starts With the Capability, Not the Rubric](https://media.babylovegrowth.ai/blog-images/organization-48833/1791605374087_Sketch-accents-frame-the-article-title.jpeg)](https://cognistry.co/edge/simulation-scoring-methods) ## [Simulation Scoring Starts With the Capability, Not the Rubric](https://cognistry.co/edge/simulation-scoring-methods) The scoring approach that works depends on what the decision costs you. Formative feedback calls for checklists paired with global rating scales, while summative, high-stakes decisions need that same... Cognistry Team · 15 min read · Oct 11, 2026, 8:30:00 AM ## Latest [![Start With Evidence: Deliberate Practice Training for Clinicians, L&D](https://media.babylovegrowth.ai/blog-images/organization-48833/1791004440586_Decorative-clinical-practice-title-card.jpeg)](https://cognistry.co/edge/deliberate-practice-training) ### [Start With Evidence: Deliberate Practice Training for Clinicians, L&D](https://cognistry.co/edge/deliberate-practice-training) Deliberate practice training is the targeted, coached rehearsal of isolated sub-skills, paired with immediate feedback... Mark Ondash CPTD® MPC™ · 23 min read [![6–12 Week Spaced Repetition Pilot for L&D After a Capability Diagnosis](https://csuxjmfbwmkxiegfpljm.supabase.co/storage/v1/object/public/blog-images/organization-48833/1788583322500_Decorative-spaced-repetition-pilot-title-card.jpeg)](https://cognistry.co/edge/spaced-repetition-training) ### [6–12 Week Spaced Repetition Pilot for L&D After a Capability Diagnosis](https://cognistry.co/edge/spaced-repetition-training) A spaced-repetition enablement play is not a flashcard app scaled up for the workforce. It’s a diagnosis-first program... Mark Ondash CPTD® MPC™ · 14 min read [![Capability Building for HR: Pull 3 Evidence Sources Before You Build](https://csuxjmfbwmkxiegfpljm.supabase.co/storage/v1/object/public/blog-images/organization-48833/1788485606281_Capability-building-evidence-title-card.jpeg)](https://cognistry.co/edge/what-is-capability-building) ### [Capability Building for HR: Pull 3 Evidence Sources Before You Build](https://cognistry.co/edge/what-is-capability-building) Capability building is the deliberate work of strengthening the people, processes, governance, and technology an... Mark Ondash CPTD® MPC™ · 23 min read [![HR Leaders: 4 Steps to Diagnose Skill, Competency, Capability](https://csuxjmfbwmkxiegfpljm.supabase.co/storage/v1/object/public/blog-images/organization-48833/1788593733693_Capability-diagnosis-title-card-illustration.jpeg)](https://cognistry.co/edge/skill-vs-competency-vs-capability) ### [HR Leaders: 4 Steps to Diagnose Skill, Competency, Capability](https://cognistry.co/edge/skill-vs-competency-vs-capability) A skill is the ability to perform a specific task. A competency is the reliable, accountable application of skills,... Mark Ondash CPTD® MPC™ · 17 min read [![Decide Build or No Build in 2–4 Weeks With Capability Mapping for L&D](https://csuxjmfbwmkxiegfpljm.supabase.co/storage/v1/object/public/blog-images/organization-48833/1788669123957_Capability-mapping-and-evidence-title-card.jpeg)](https://cognistry.co/edge/capability-mapping) ### [Decide Build or No Build in 2–4 Weeks With Capability Mapping for L&D](https://cognistry.co/edge/capability-mapping) Evidence-driven how-to for L&D: build a capability map in 2–4 weeks, diagnose root causes, then decide whether to build... Mark Ondash CPTD® MPC™ · 18 min read [![Build Capability Not Courses: Learning Architecture for Enterprise L&D](https://csuxjmfbwmkxiegfpljm.supabase.co/storage/v1/object/public/blog-images/organization-48833/1787877749462_Decorative-title-card-illustration.jpeg)](https://cognistry.co/edge/learning-architecture) ### [Build Capability Not Courses: Learning Architecture for Enterprise L&D](https://cognistry.co/edge/learning-architecture) A diagnosis first playbook for enterprise L&D buyers. Run a short diagnostic, pilot in four steps, and tie learning to... Mark Ondash CPTD® MPC™ · 14 min read [![](https://cognistry.co/hubfs/Collective%20Intelligence.png)](https://cognistry.co/edge/capability-engineering-in-the-age-of-collective-intelligence) ### [Capability Engineering in the Age of Collective Intelligence](https://cognistry.co/edge/capability-engineering-in-the-age-of-collective-intelligence) Capability Engineering in the Age of Collective Intelligence Primary audience: GTMThesis: Enterprise capability can no... Brian Lambert, PhD · 13 min read [![How to Design Learning Pathways That Build Real Capability](https://csuxjmfbwmkxiegfpljm.supabase.co/storage/v1/object/public/blog-images/organization-48833/1786646840921_Decorative-title-card-illustration.jpeg)](https://cognistry.co/edge/learning-pathways-design) ### [How to Design Learning Pathways That Build Real Capability](https://cognistry.co/edge/learning-pathways-design) How to Design Learning Pathways That Build Real Capability A learning pathway is a deliberately sequenced set of... Mark Ondash CPTD® MPC™ · 29 min read [![](https://cognistry.co/hubfs/AI%20Capability%20Challenge.png)](https://cognistry.co/edge/ai-adoption-is-not-a-technology-problem) ### [AI Adoption Is Not a Technology Problem. It Is a Capability Problem.](https://cognistry.co/edge/ai-adoption-is-not-a-technology-problem) Most organizations no longer question whether AI matters. Cognistry Team · 5 min read ### Popular Articles - [Construct Validity Training for HR: Define Four Things First](https://cognistry.co/edge/construct-validity-training) 22 min read - [Employee Engagement for Managers: Start With Causes, Not Campaigns](https://cognistry.co/edge/employee-engagement) 24 min read - [Digital Transformation Strategy for Leaders: Diagnose Before Scaling](https://cognistry.co/edge/digital-transformation-strategy) 19 min read - [Simulation Scoring Starts With the Capability, Not the Rubric](https://cognistry.co/edge/simulation-scoring-methods) 15 min read - [L&D Training Software Pricing: Diagnose First, Model TCO Over 3 Years](https://cognistry.co/edge/corporate-training-software-pricing) 21 min read ### Topics [Prove Value](https://cognistry.co/edge/tag/prove-value) [Culture](https://cognistry.co/edge/tag/culture) [Train Agents](https://cognistry.co/edge/tag/train-agents) [Develop People](https://cognistry.co/edge/tag/develop-people) [Activate Contribution](https://cognistry.co/edge/tag/activate-contribution) [Design Allocation](https://cognistry.co/edge/tag/design-allocation) [Organization](https://cognistry.co/edge/tag/organization) ### Stay Updated Get the latest insights on capability development and decision-making delivered to your inbox. 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