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Atlas 1.0 · Higher Ed AI Operating Map

The map, not the GPS.

Atlas is the operating map for governing AI in higher education, as a working system. Your institution assesses itself across the whole territory, names an owner for every domain, and tracks what it decides.

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Access starts on Atlas Map, which is free, forever. eleved.ai sets up each institution by hand.

Fig. 1 · Atlas in 64 seconds

A short film with music and no narration; every word is on screen. Points of light, each a use of AI on campus, are drawn into one map, and the map opens into the product: the Map, the scorecard, the registry, intake, and the reports for the board and the auditor.

Read what is on screen
  1. The problem. AI is already everywhere on campus. Nobody holds the whole picture.
  2. The map. Six verbs. Twenty-four domains. Three lenses. One map of the whole territory, for the people who have to govern it.
  3. The Map page. See where you stand. Every domain, every owner and every open decision, on one page.
  4. Assess. Know your level. Watch it move. A self-assessment survey, a live scorecard, and maturity tracked cycle over cycle.
  5. Registry. Every AI system. Every use. Tiered by risk.
  6. Intake. Every new request, triaged by tier. Rules suggest the tier. The tier decides the route. Turnaround runs against a target.
  7. Four details. Decisions, with owners. Initiatives, with ROI. A horizon to watch. A cadence to keep.
  8. Reports. Hand the board the whole picture. Executive Brief, board packet, evidence pack. Evidence mapped to NIST AI RMF, ISO/IEC 42001 and the EU AI Act.
  9. Close. Atlas by eleved.ai. The map, not the GPS. The operating map for governing AI in higher education.

01The problem

AI is already everywhere on campus. Nobody holds the whole picture.

Institutions rarely fail at AI because they moved too slowly in the areas they were watching. They fail because of the areas nobody was watching.

  • Unwatched · 01

    The embedded AI feature no one evaluated.

  • Unwatched · 02

    The department that wrote its own policy.

  • Unwatched · 03

    The vendor contract no one read for data rights.

  • Unwatched · 04

    The assessment model that quietly stopped measuring learning.

You cannot assess maturity in domains you didn't know existed. Most AI frameworks in higher education are maturity models: they tell you how far along you are. Atlas is an operating map: it tells you whether you are looking at the whole territory in the first place.

02The map

Six verbs. Twenty-four domains. Three lenses.

One map of the whole territory, for the people who have to govern it. Anyone in leadership should be able to hold the six verbs in their head and repeat them in a board meeting.

The Atlas map6 verbs as spokes (Decide, Protect, Educate, Serve, Run, Equip), four maturity levels as rings, 24 domains as points on the rim, and 3 lenses as orbits around all of them.1234ABC1.11.21.31.4Decide2.12.22.32.4Protect3.13.23.33.4Educate4.14.24.34.4Serve5.15.25.35.45.5Run6.16.26.3Equip
Fig. 2Each verb is a spoke and each point on the rim is a domain. The rings are the four levels every domain is scored on: 1 Unaware, 2 Reactive, 3 Governed, 4 Strategic. The three orbits are the lenses, which apply to every group.
  1. 01

    Decide

    Foundation

    How do we govern this?

    1.1 Governance & Organizational Structure · 1.2 Policy & Acceptable Use · 1.3 Board Governance · 1.4 Monitoring & Evaluation

  2. 02

    Protect

    Defense

    How do we avoid getting hurt?

    2.1 Data Governance for AI · 2.2 Security & Risk · 2.3 Compliance & Legal · 2.4 Vendor & Procurement

  3. 03

    Educate

    Mission

    How does the academic core change?

    3.1 Teaching & Learning · 3.2 Assessment & Academic Integrity · 3.3 AI Literacy, Curriculum & Credentials · 3.4 Research & Scholarship

  4. 04

    Serve

    Offense

    How do we win, keep, and launch students?

    4.1 Attract — Enrollment Marketing & Recruitment · 4.2 Enroll — Admission, Aid & Onboarding · 4.3 Succeed — Retention, Support & Wellbeing · 4.4 Launch & Return — Career, Alumni & Lifelong Learning

  5. 05

    Run

    Capacity

    How do we operate and sustain the enterprise?

    5.1 Administrative Operations & Efficiency · 5.2 Infrastructure, Data & Technology · 5.3 Financial Planning & Institutional Sustainability · 5.4 Advancement & Fundraising · 5.5 Community, Partnerships & External Relations

  6. 06

    Equip

    Culture

    How do we bring our people with us?

    6.1 AI Fluency & Professional Development · 6.2 Change, Culture & Communications · 6.3 Workforce, Roles & Labor Relations

Three lenses, applied to every group

  • A

    Equity & Ethics. Is it fair — and who checks?

  • B

    Agentic AI. What changes when AI stops responding and starts acting?

  • C

    Horizon. What's coming, and who's watching?

03The product

The map, as a working system.

Six moments in governing AI, each one a page of Atlas as it is today.

Screens show Northfield State University, a fictional institution with demo data.

  1. 01 · The Map

    See where you stand.

    Every domain, every owner and every open decision, on one page.

    The Map page: a radar of the six verbs with current and target levels, beside counts of owned areas, declared levels, open decisions and open requests.

  2. 02 · Assess

    Know your level. Watch it move.

    A self-assessment survey, a live scorecard, and maturity tracked cycle over cycle.

    The scorecard: one row per domain with its owner, declared level, target, what the survey suggests and how many signals are in place.

  3. 03 · Registry

    Every AI system. Every use. Tiered by risk.

    The tier attaches to the use, not the tool, from T0 Prohibited to T3 Exploratory.

    The AI registry: a table of AI uses, each with its risk tier, the system it runs on, who it affects, its approval and the accountable person.

  4. 04 · Intake

    Every new request, triaged by tier.

    Rules suggest the tier. The tier decides the route. Turnaround runs against a target.

    Tiered intake: open requests for new AI uses, each with its tier, review route, status, due date and turnaround against the target.

  5. 05 · Reports

    Hand the board the whole picture.

    An Executive Brief to share by link, and a board packet for the meeting.

    The board packet: how the institution is governing AI, with defense and offense averages, consequential uses and risk items needing attention.

  6. 06 · Evidence

    Answer the auditor.

    An evidence pack that maps your record to NIST AI RMF, ISO/IEC 42001 and the EU AI Act.

    The evidence pack: a table that maps each Atlas instrument to NIST AI RMF, ISO/IEC 42001 and the EU AI Act, with the institution's record under each.

And between them

  • Decisions, with owners.
  • Initiatives, with ROI.
  • A horizon to watch.
  • A cadence to keep.

04Plans

Free to map and measure. Paid to govern and report.

One person can see where the institution stands at no cost. Payment starts when the institution runs Atlas as a system: many people, recurring work, and outputs for the board and auditors.

Free, forever

Atlas Map

For a provost or CIO starting alone.

  • The whole map: all 24 domains and three lenses, the Guide and its essays, and the first three moves
  • Self-assessment, radar and scorecard for one cycle, the baseline
  • The decision register, with a named owner for every domain
  • The AI registry: systems, uses, tiers and shadow AI
  • The Executive Brief: view, print and one share link
  • Three members
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Per year, by enrollment

Atlas Institution

The whole product for the whole institution.

Everything in Atlas Map, and:

  • Unlimited assessment cycles, with the trend over time
  • Comments and the activity history
  • Evidence file uploads
  • Tiered intake, the portfolio and ROI, and the horizon practice
  • Cadence: every review and decision date in one place
  • The board packet, the evidence pack and unlimited share links
  • Unlimited members and roles

Planned, not built yet: SSO, peer benchmarks and AI assist.

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Quoted

Atlas Guided

Atlas Institution plus eleved.ai advisory work.

Everything in Atlas Institution, and:

  • An onboarding workshop
  • Quarterly reviews
  • A board briefing
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Atlas Institution is priced per year by enrollment, because a small college and a large university use the system very differently. Ask, and eleved.ai replies by email.

On every plan

The whole map is always visible.
Every plan shows all 24 domains and three lenses. Nobody sees only a corner.
Your data is yours.
CSV exports stay available. Moving from paid to free makes paid records read-only; it never deletes them.
Paid seats are unlimited.
Governance needs breadth, so the price follows the institution's size, not its head count in Atlas.

05Who made it

Made by eleved.ai.

eleved.ai is an AI strategy and solutions practice specializing in higher education. It wrote the Atlas framework and the Field Guide essays that Atlas carries as its Guide, and it builds and runs Atlas. The framework is institution-agnostic: adaptable to any college or university, regardless of size, mission, or Carnegie classification.

Visit eleved.ai

If you take only one thing from the framework

Someone must own the whole map.

Start with Atlas Map. It is free, and it shows the whole territory.

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