Framework from existing material
Convert scattered role documents into a single structured framework with consistent language.
— Talent & Leadership
Groups and merges skills from role profiles, standards and existing drafts into a single structured, consistently worded competency framework.
2–3 weeks → ~15 minutes
For one complete, review-ready pass
No coding required
— USE CASES
Convert scattered role documents into a single structured framework with consistent language.
Refresh wording and structure while retaining the competencies the business already recognises.
Build a framework for one function that still fits the wider architecture.
— HOW IT BEHAVES
The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.
Material is assessed against explicit criteria you control, so the same standard is applied on every run.
Facts, fields and entities are lifted out of unstructured material and held in a consistent shape.
The run works from documents and data you supply, so conclusions are anchored to your evidence rather than to general model knowledge.
Content is restructured into the form your deliverable or downstream system expects.
Build a competency framework is routine in name only: the inputs are messy, the standard is unwritten, and two people rarely reach the same answer. Framework from existing material is the typical trigger — convert scattered role documents into a single structured framework with consistent language. Done properly it is defensible; done at pace it becomes a judgement call nobody can retrace. And "properly" usually means 2–3 weeks of manual work.
Here the same job runs as a Skill. Your material goes in; a structured, grouped competency framework comes out, alongside merged duplicates and consistent naming. The criteria, ordering and review points that make the answer trustworthy are encoded in the Skill itself — which is the difference between a structured method and a prompt someone pastes in. The practical effect: 2–3 weeks of manual work becomes a ~15 minutes run, held to an identical standard on the tenth engagement as on the first.
Build a competency framework exports as a structured SKILL.md file and is MCP-ready, so the same method runs in ChatGPT, Claude, Copilot or your own AI products. Adapt it to your methodology, and the intelligence stays yours — not locked to one vendor.
Role benchmark research
Researches how a role is defined externally and reshapes the findings into a structured benchmark you can hold your own definition against.
Potential and readiness
Assesses potential and readiness separately against calibrated criteria, showing the supporting evidence behind each bucket for talent review discussions.
Screen against a Blueprint
Screens candidate evidence against a saved Blueprint, applying the same calibrated bar and traceable reasoning to every applicant.