Atomic AoL is a pipeline of 41 specialised AI agents that turns your grades, surveys and curriculum data into a complete, digitally-signed AACSB Assurance of Learning submission bundle — with a human approving every decision that matters.
Three weeks of evidence-chasing, condensed into a coffee break.
The AI does the typing. Your faculty makes the calls.
Every AACSB cycle, accreditation teams spend weeks pulling grades from spreadsheets, chasing survey results, mapping learning outcomes by hand and writing the same narrative chapters again — or pay £10–50k for external consultants to do it for them.
Each agent does one job well. Together they execute the whole AACSB Standard 5 workflow.
Agents ingest the AACSB standard, your qualifications, modules, learning outcomes and assessments — and propose the competency goals that anchor the report.
Grades and indirect measures become cohort aggregates, multi-year trends and benchmark comparisons — with breaches flagged and findings balanced into a defensible narrative arc.
Narrator agents draft the executive summary, evidence paragraphs and gap watchlist, then package everything into a PDF + evidence bundle sealed with a SHA-256 manifest.
The AI proposes — your faculty decides. Competency goals and key judgements stop at an approval queue until a named person signs them off. Every approval is recorded.
Every bundle ships with a cryptographic SHA-256 manifest chaining the PDF to its evidence. A peer-review team can re-derive the hashes and verify nothing was altered.
Tenant isolation is enforced server-side on every database row. Data is processed via Anthropic's commercial API, which does not train on your data. EU hosting available.
Grades CSV, survey results, module list — guided by a web wizard with templates for every file. No IT project required.
Review the proposed competency goals and key findings in the approval queue. Accept, reject or amend — you are the editor.
One click runs the full pipeline. Minutes later your signed submission bundle is ready: REPORT.PDF + EVIDENCE.JSONL + MANIFEST.
One fixed-price pilot · one full AoL cycle on your data · delivered in two weeks. Verify the quality before any annual commitment.
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