Solutions

Academic quality

The map, the course, the grade sheet, and the report speak the same language.

A program without a current map, or an evaluation model each instructor reinterprets in every section, is not accredited: it is argued. AOKAI keeps the academic plan, the grade calculation, and institutional reporting in a place admissions, records, and the classroom can audit.

Modules for Academic quality

Programs, curriculum maps, nomenclatures, evaluation models, and reports — with Model with AI, Design with AI, and the option to connect the agent your team already uses.

Academics · Campus

Academics and reports

The academic operating system: what is taught, who is enrolled, how the term is offered, where class is held, and which reports the institution signs and delivers.

Programs
Courses
Curriculum maps
Nomenclatures
Evaluation models
Report designer
Scheduled delivery
Signature workflows

Evaluation models

Grading templates with thresholds, groups, and rules. Describe the scheme; AI drafts it. You review groups, parameters, and the calculation graph before applying it to the map.

Model with AI from a natural-language description
Editable groups, parameters, weights, and thresholds
Final-grade simulator that saves nothing

Model with AI

Describe the scheme in natural language — three midterms and an exam, recovery at 70% — and review the draft before applying it.

Calculation graph

Editable groups, parameters, and weights. AI explains the graph, suggests changes, and fixes problems.

Simulator

Enter sample grades and run the same calculation used when the grade sheet closes. Nothing is saved.

Explain and fix

Ask AI to explain a simulation, suggest weights, or fix invalid rules without touching the live model.

Reporting modeled with AI

Design institutional reports from live academic and finance data. Describe the layout in conversation — Design with AI drafts paragraphs, tables, charts, and parameters. You review, publish, schedule, and optionally require signatures before delivery.

Design with AI: draft layouts from a natural-language brief
Datasets from the academic and finance index
Charts, parameters, preview, draft, and publish
Cron schedules with email delivery
Optional signature gate before a report goes out
Optional AI narrative grounded in the run's numbers

Design with AI

Chat to draft the report layout — paragraphs, datum and data tables, charts, and parameters — then apply the draft to the designer.

Live datasets

Pull from indexed academic and finance data so every run reflects the same record the classroom and ledger already use.

Schedule and deliver

Publish once, run on demand or on a UTC cron, download PDF, or email the result to the people who need it.

Signatures and narrative

Require signer roles before delivery when compliance needs a mark. Optionally add AI commentary that stays grounded in the computed numbers.

Bring Your Own Agent

Every student and instructor connects the agent they already use — ChatGPT, Claude, Cursor, or another compatible assistant — to AOKAI over MCP. No copy and paste: query and act on live data with the permissions of whoever connected.

01
Connect your agent
Add AOKAI as an MCP connector in ChatGPT, Claude, Cursor, or another compatible assistant.
02
The server identifies you
Who you are, your organization, and whether you are a student, instructor, or both.
03
The role sets the scope
The agent receives exactly the tools its owner already has.

Student

Their record, in conversation

“What classes do I have tomorrow and at what time?”
“How am I doing in my grades this semester?”
“What do I still need to pass Calculus?”

Faculty

Manage the class by talking

“Show me which students have pending submissions”
“Summarize the group's performance before class”
“Prepare the grade sheet for this midterm”

Let's talk about your institution