For software-engineering training providers

Find the gaps your course completion data cannot see.

Assessmentr runs adaptive voice diagnostics before and after one instructional unit, gives each learner an evidence-backed gap map, and shows your faculty the anonymized patterns worth acting on.

Discuss your cohort

Engagements begin after course-fit and delivery-readiness confirmation.

Fixed cohort engagement

Managed end to end

Price: ₹3,00,000 + GST
Cohort: Up to 50 learners
Scope: One course · Six weeks

One report. One faculty readout. One curriculum or remediation decision.

The missing signal

Completion tells you who finished. It does not tell you what they can explain.

Attendance, assignments, projects, certificates, and satisfaction all matter. None reliably separates a concept learners struggled to explain from one the course never tested.

Which concept gaps repeated across the cohort?

Which conclusions have enough evidence to act on?

What should an instructor reinforce before the cohort exits?

One instructional unit, measured twice

A diagnostic around your teaching—not another course platform.

01
Pre-diagnostic
Learners explain course-aligned concepts in a short adaptive voice diagnostic.
02
Instruction
Your faculty teaches the agreed unit. Assessmentr does not replace instruction.
03
Post-diagnostic
The same learners complete a second diagnostic against the agreed concept map.
04
Faculty readout
We review anonymized patterns and recommend one curriculum or remediation action.

Three useful outputs

Each stakeholder leaves with a decision they can use.

Program leader

An anonymized cohort-gap report

Participation, tested coverage, qualifying patterns, uncertainty, and one recommended program action.

Instructor

A focused faculty readout

A 60-minute review of where learner evidence supports reinforcement—and where it does not.

Learner

An individual evidence-backed gap map

One possible gap, its evidence basis, and one concept to study next. No rank or percentile.

Illustrative synthetic report

What a decision-useful cohort pattern looks like

This preview is synthetic and is not a customer result. It shows the report format, not a promised outcome.

Illustrative synthetic report

Example: Applied AI foundations · Instructional unit 2

Paired participation

21 learners

Reporting rule

10+ paired learners with relevant concept evidence

Qualifying pattern

Retrieval evaluation was not separated from generation quality

The pattern appeared across enough paired diagnostics to report. The evidence supports reinforcing measurement of retrieval before prompt changes.

One faculty action

Add a guided retrieval-evaluation exercise before the final RAG assignment.

Not reported

Evaluation harness design had insufficient relevant evidence. The report does not turn missing coverage into a gap.

Fixed cohort engagement

₹3,00,000 + GST

One fully paid, six-week managed engagement.

Up to 50 learners
One named software-engineering course
One supplied syllabus and agreed instructional unit
Curriculum-to-benchmark mapping
One pre- and one post-diagnostic per participating learner
Individual gap maps, one cohort report, and one faculty readout

50% is due at booking. The remaining 50% is due before the final cohort report and faculty readout. Each additional cohort is a separate full-price engagement.

No free trial, discounted pilot, or contingent success fee.

Privacy by default

Learners keep their accounts. Providers receive patterns, not surveillance.

The provider does not receive raw answers, transcripts, audio, or individual gap maps.
There are no learner rankings or placement recommendations.
A concept pattern is reported only when at least ten learners completed both diagnostics and supplied relevant evidence for that concept.
Every report states participation, tested coverage, and uncertainty. Insufficient evidence is reported as insufficient—not as weakness.

How the first engagement is delivered

A managed service built around the individual diagnostic product.

Assessmentr currently supports authenticated individual diagnostics, evidence-backed summaries, and gap maps. Course mapping, participation coordination, cohort analysis, and the faculty readout are managed by our team.

Not currently included as self-serve software

Organization tenancy or an instructor dashboard
LMS, SSO, API, or white-label integration
Automated cohort enrollment or reporting

Course fit

Built for a bounded software-engineering learning question.

A strong fit

A named cohort of 20–50 learners
One instructional unit that starts and ends within six weeks
A syllabus that maps to a validated software-engineering benchmark
An academic owner who wants curriculum evidence, not learner rankings

Not included

Certification, proctoring, hiring, or placement prediction
University-wide or multi-course deployment
Custom integrations, SSO, LMS, API access, or white-labeling
Provider access to raw learner evidence or identifiable reporting

Before we discuss a cohort

Which courses can Assessmentr support?: The first offer is limited to software-engineering courses whose selected unit maps to an existing validated benchmark—for example, backend, frontend, Python full stack, AI/ML engineering, data engineering, or DevOps/platform engineering. Course fit is confirmed before contracting.
Is this a free pilot?: No. It is a fixed-price paid cohort engagement at ₹3,00,000 plus GST, with 50% due before work begins.
Can we see individual learner performance?: Not in the initial engagement. Learners control their accounts and the provider receives anonymized cohort patterns by default. Identifiable reporting would require a separately approved consent, legal, product, and data-processing design.
How quickly can a cohort begin?: Kickoff is scheduled only after course mapping, contracting, payment, learner disclosure, reporting, privacy, and diagnostic-readiness gates have passed.

Bring one course, one cohort, and one instructional decision.

We will confirm benchmark fit, delivery readiness, and whether the six-week engagement can answer the question you care about.