All modules Leadership & AnalyticsDeterministic workflow with governed AI assistance

MIS Reports software for Indian schools

Management overview

Feature identity
MIS Reports
An illustration, not a screenshot. The interactive example below shows what this capability actually does.

MIS Reports in a school workflow

Filter-aware example

School scopeSelected periodAuthorised columns

Evidence fieldSourceReview state

13 pre-built reports grouped by area, paginated and exportableScoped school recordReviewable

“Ask Aira” natural-language routing to the best-matching reportScoped school recordReviewable

AI narration grounded only on a PII-scrubbed aggregate digestScoped school recordReviewable

An extensible registry — new reports join the same catalogueScoped school recordReviewable

Code-native illustrative example · not live product UI · no customer dataExample labels and outcomes come from this capability's reviewed catalogue record.

Product scope

What it does

Thirteen canonical MIS reports in one catalogue — enrolment, attendance, fees, exams, admissions, HR, transport, certificates — each returning a uniform table + KPI shape with date and academic-year parameters. Ask in plain English and the AI routes your question to the right report, runs the safe parameterized query, and explains the answer — it never writes SQL.

The school problem

School teams need a dependable way to handle MIS Reports: Management overview. The required records, assigned roles and review boundary must remain explicit.

Day-to-day work

How your school uses it day to day

Management overview.

13 pre-built reports grouped by area, paginated and exportable
“Ask Aira” natural-language routing to the best-matching report
AI narration grounded only on a PII-scrubbed aggregate digest
An extensible registry — new reports join the same catalogue

Operational result

What your school gets

One canonical catalogue of parameterised school MIS reports with a uniform table, KPI and export shape.

Access and ownership

Who typically uses it

Principal
School owner
School administrator
Authorised report analyst

What each person can actually see depends on the role you give them and which classes or records you assign.

Availability and setup

What to confirm before rollout

Included from Starter

A fixed library of school reports with tables, charts and CSV or XLSX export.

A plan that includes Reports, plus permissions for the selected report source
A plan that includes Aira for natural-language routing
Confirm plan scope, role permissions, data dependencies and any provider or migration prerequisites during the demo and proposal.

Flagship workflow deep dive

Canonical MIS Reports & Plain-English Routing

One catalogue. One shape. Real exports.

Thirteen canonical MIS reports — enrolment, attendance, fees, exams, admissions, HR, transport and certificates — each returning a uniform table and KPI shape with date and academic-year parameters. Ask in plain English and the assistant routes your question to the right report and runs its safe parameterised query; the model never writes SQL.

Interactive operating model

From a question to an exportable answer

Follow one management question through routing, permissions and the digest that gets narrated.

Illustrative workflow · no customer data

Stage 1 of 5

Question or report chosen

The person picks a report from the catalogue, or asks in plain English.

Control point

A plain-English question resolves to one key from the fixed catalogue, never to free SQL.

Evidence retained

Selected report key and its parameters.

Core workflows and features

The operational work behind the promise

One catalogue, not scattered screensFind the school's management reports in one grouped catalogue, so a principal is not hunting the same number through four different module screens.
A uniform result shapeGet every report back as the same table and KPI structure, which makes them comparable, paginated and exportable without per-report special cases.
Date and academic-year parametersScope any report to a date range or academic year, so a governing-body question about last term is answered from last term's data.
Permission-scoped sourcesReturn only the sources the requesting person is permitted to read, so the catalogue does not become a way around module permissions.
Plain-English routingAsk a question in ordinary language and have it routed to the best-matching report in the fixed catalogue, then run as a safe parameterised query.
Narration over aggregates onlyHave the answer explained from a digest with identifying columns removed, so no student or guardian name reaches the model to produce the commentary.
Exports staff can actually useDownload the result for the governing body, the trust office or an auditor, instead of screenshotting a dashboard into a meeting pack.
Consistent money treatmentRead every financial figure from the same integer-paise ledger the fee and accounting surfaces use, so two reports cannot disagree by a rounding step.
Pagination that holds upPage through a large result rather than truncating it silently, so a wide roll-up remains trustworthy as the school grows.
An extensible registryAdd new reports to the same registry so they inherit the shared parameters, permissions, pagination and export behaviour by construction.

AI routes the question; the platform runs the query

The model picks a report — it never writes the query.

Natural-language routing maps a question onto one report key from a fixed whitelisted catalogue. The vetted parameterised query then runs tenant-scoped, and only a de-identified aggregate digest is narrated.

Route a plain-English question to one report key from the fixed catalogue.
Run the vetted parameterised query for that report, scoped to the school and the asker's permissions.
Narrate the result from an aggregate digest with identifying columns dropped.
Return the full result, including names, only to the authorised person's own screen.

Human boundary

The model never writes or executes SQL, never chooses a data source outside the catalogue, and never receives the identifying columns. Report access still follows each source's permissions, so the catalogue cannot be used to read something a role is not entitled to.

Key daily uses

What the school team does here

Pull the enrolment or attendance position for a governing-body meeting.
Answer a fee-collection question for a specific date range.
Ask a question in plain English when you do not know which report holds the answer.
Export a report for the trust office or an auditor.
Compare a term-on-term figure using the same report with different parameters.

Used by

Principal
School owner
School administrator
Accountant
Academic coordinator
Authorised report analyst

Actual access follows the school's plan, role permissions and record scope.

Measurable operating indicators

Metrics to track — not guaranteed ROI

Establish a baseline before rollout, agree the reporting period, then compare the school's own source evidence.

Catalogue coverage

Management questions answered from a catalogue report against ad-hoc requests to staff

Shows how much routine reporting has moved off individual people's time.

Parameter discipline

Reports run with an explicit date or academic-year scope against total runs

Distinguishes a scoped answer from an all-time number quoted out of context.

Export usage

Exports taken per reporting cycle

Indicates which reports genuinely feed the school's governance pack.

Prerequisites and availability

Confirm the operating context before rollout.

Reports on a plan that includes it · natural-language routing needs a plan that includes Aira

A plan that includes Reports, plus permissions for each source a report reads.
A plan that includes the Aira assistant if plain-English routing and narration should be available.
Operational data actually recorded in the modules, since a report only reflects what was captured.
The catalogue is a fixed, reviewed set — this is not a free-form SQL or BI query builder.
Custom reports are constrained to the supported student and fee roll-ups documented on their own page.

Connected operating context

Available workflows

These are the documented neighbouring capabilities that school teams may review with this module. A related page does not imply that every hand-off is automatic or enabled in every plan.

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Buyer questions

Frequently asked questions

The questions school owners ask before they subscribe: what it does, who can see it, and what to set up first.

Does the AI write SQL against our database?

No. A plain-English question is routed to one report key from a fixed catalogue, and the vetted parameterised query for that report runs tenant-scoped under the asker's permissions. The model only explains the result.

Do student names go to the AI when it explains a report?

No. Narration runs over an aggregate digest with identifying columns dropped. The full result, names included, goes only to the authorised person's own screen and export.

Does MIS Reports work on its own?

Custom Reports, Student Reports, Fee Reports, Talk to Your Data are the documented neighbouring capabilities. They help a school evaluate the surrounding hand-offs, but a related page does not mean every integration is automatic or included in every plan.

What should our school prepare before enabling MIS Reports?

A plan that includes Reports, plus permissions for the selected report source. A plan that includes Aira for natural-language routing. Confirm plan scope, role permissions, data dependencies and any provider or migration prerequisites during the demo and proposal.

Is AI used in MIS Reports?

Deterministic workflow with governed AI assistance. Aira supports only the reviewed actions listed on this page, and authorised people remain responsible for confirming material actions.

How do we confirm the plan and implementation scope?

MIS Reports is included from Starter in the current public plan matrix. Final rollout scope, services and external dependencies are confirmed in your written proposal.

See the Leadership & Analytics workspace Compare plans and commercial costs

See it in your school context

Run mis reports the connected way.

See how this workflow fits your school's current records, roles, plan and rollout requirements.