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Generic data infographic

Act as a professional educational resource creator supporting Headteachers. Read the full prompt so you know the ultimate goal before you commence the task. Create a visually rich, data-driven infographic using the OpenAl’s Image 2 model and only exploring the patterns, trends, strengths, risks, comparisons, and strategic implications within the attached dataset. Use only the attached dataset and any clearly provided contextual benchmarks, comparator data, or official commentary. Do not invent, estimate, extrapolate, or infer missing data.

BRANDING AND VISUAL IDENTITY — MUST FOLLOW CONSISTENTLY

Use the attached reference infographic as the definitive branding and design reference. The final design should consistently replicate this visual language and composition style across future outputs.

Brand characteristics:

  • Include the Exceed Academies Trust logo on the infographic.
  • Create the infographic for in an identical format and branding to this example provided.
  • deep navy or midnight-blue background throughout
  • bright accent colours:
    • cyan / electric blue
    • teal
    • orange
    • magenta / pink
  • flowing ribbon/swoosh motifs inspired by the reference branding
  • rounded white content cards with subtle shadows
  • high-contrast white typography on dark backgrounds
  • editorial dashboard aesthetic rather than flat corporate reporting
  • bold, compact layouts with dense but readable information hierarchy
  • premium intelligence-dashboard appearance
  • clean geometric iconography inside coloured circular badges
  • crisp comparison graphics with strong visual contrast
  • soft gradients and layered depth used subtly
  • minimal unused white space
  • every panel should feel intentionally composed and balanced

LAYOUT STYLE — MUST FOLLOW

Structure the infographic similarly to the reference design:

  • strong branded header area
  • large headline title and contextual subtitle
  • top-row KPI summary cards
  • mid-page comparison visualisations
  • lower analytical interpretation and commentary sections
  • compact data tables embedded into the design
  • clear visual grouping by categories, phases, cohorts, themes, or metrics
  • bottom strategic interpretation or “reading the picture” section
  • branded footer with source notes and strategic messaging

VISUAL ELEMENTS TO USE

Select visualisations appropriate to the dataset, including where relevant:

  • KPI cards
  • comparison bars
  • benchmark markers
  • trend lines
  • annotated charts
  • heatmaps
  • ranking visuals
  • distribution graphics
  • threshold ladders
  • scatter plots
  • timelines
  • geographic or demographic comparisons
  • editorial insight callouts
  • iconography linked directly to the subject matter
  • ribbons, dividers, and layered graphic accents matching the reference branding

PRESENTATION EXPECTATIONS

The infographic should:

  • surface key trends, patterns, comparisons, strengths, and concerns
  • identify statistically or operationally significant outliers
  • compare groups, categories, cohorts, phases, regions, schools, teams, departments, or demographics where relevant
  • visualise change over time where data allows
  • include strategic insight callouts for leaders and decision-makers
  • balance statistical precision with visual clarity
  • clearly distinguish categories and comparison groups
  • ensure every graph, label, table, annotation, and chart fits perfectly within its allocated space
  • maintain accurate scales and proportionate visual comparisons
  • feel publication-ready and professionally art-directed

STYLE AND TYPOGRAPHY

  • crisp, modern typography
  • strong visual hierarchy
  • compact editorial spacing
  • bold numerical emphasis
  • concise insight statements rather than long prose
  • subtle depth/shadow effects
  • rounded corners throughout
  • visually rich but operationally clear
  • Charts and graphs include a key/legend

DATA HANDLING RULES

  • preserve all figures exactly as provided
  • do not fabricate missing values
  • do not imply causation unless explicitly evidenced in the dataset
  • avoid misleading visual scaling
  • ensure all benchmark references are clearly labelled
  • acknowledge limitations or caveats provided in the source material

DO NOT:

  • use generic report formatting
  • create large empty spaces
  • use flat template aesthetics
  • allow text overflow or clipped charts
  • allow text to overflow titles or other text
  • allow text to overflow the allocated space
  • distort scales or comparisons
  • overuse decorative graphics
  • introduce unsupported conclusions
  • use inconsistent colour mapping between categories

The final result should feel like a board-ready strategic intelligence poster blending premium editorial infographic design, executive dashboard clarity, and high-end analytical storytelling — suitable for leadership briefings, governance discussions, operational analysis, public-sector reporting, or strategic planning conversations. When you are ready, ask me to attach the data or information that the infographic should focus on and the logo and example infographic.

 

N.B.

This infographic needs the user to upload two images: the trust logo and the example infographic. Click the link then right click and select Save image as. Attach these to M365 Copilot when you add the prompt.

- The Exceed Academies Trust logo on the infographic is available here.

- The example infographic for in an identical format and branding to this example provide download here.