Enterprise skilling platform

Turn training into proven readiness.

Learnlytica is the lab-first, AI-graded platform that builds role-ready talent faster — and gives you measurable skill evidence for every person. One platform, not ten tools.

50+ job-ready programs Hands-on cloud labs Proctored · AI-graded
50+
Journey-driven programs — role-to-ready
400+
Project-specific trainings — hands-on
100%
Skill evidence — every learner, every role
casi · readiness console LIVE
0%
Ready
Cohort readiness · trending up
Cloud Architecture86%
GenAI & RAG78%
MLOps64%
Data Engineering52%
Lab graded · Multi-Cloud VPC peering · 47/50 evidence  verified
Consolidate your stack
LMSLab VMsProctoringAssessmentCode graderAnalyticsSkill tracker
One Learnlytica platform
The platform

Learn. Prove. Sustain.

Most tools stop at course completion. Learnlytica runs the full lifecycle — from hands-on learning, to verifiable proof of skill, to keeping that skill sharp over time.

01

Learn

LMS + hands-on labs

Guided courses with real environments launched in one click — no setup, no cost sprawl.

  • VS Code, JupyterLab, KASM & cloud sandboxes
  • AWS · Azure · GCP live labs
  • Per-learner lab-time budgets & scheduling
02

Prove

CASI readiness + proctored exams

Map roles to skills, then prove them with proctored, AI-graded assessments and a unified readiness score.

  • CASI skill-gap & over-claim intelligence
  • Proctored exams with air-gapped grading
  • Portable Skill Passport & AI Quotient
03

Sustain

Skill League

Keep skills alive with points, leagues and ongoing challenges — a source-agnostic engine that turns activity into momentum.

  • Points, seasons & leaderboards
  • Ingest from Power BI, Tableau & your warehouse
  • Continuous, measurable engagement
Hands-on labs

Real environments. One click. Zero setup.

Learners launch production-grade environments straight from a lesson or exam — governed by per-learner time budgets so cloud spend never runs away.

VS Code / code-serverIn-browser IDE labs
JupyterLabNotebooks & GPU
KASM desktopsFull Linux workspaces
AWS · Azure · GCPLive cloud sandboxes
Windows VMsRDP via Guacamole
Any providerBring your own VM
Proctored assessment

Results you can defend.

Every exam is proctored and every submission runs in an isolated, deterministic grader — so a passing score means the skill is real, not remembered.

Proctored exam centerProctorShield integrity
Air-gapped gradingDeterministic · offline
Question authoringVerified item bank
Capstone & SME reviewReal projects, scored
Proctored sessionexam · rag-milestone-3
98
Integrity
Identity verifiedFace + ID matched at start
PASS
Environment lockedSingle screen · clipboard off
PASS
Focus & presenceTab focus and webcam monitored
LIVE
Plagiarism check3-signal similarity
CLEAR
Air-gapped graderDeterministic · 47/50 tests
94%
Evidence sealed & exportable · tamper-evident log
AI that does the heavy lifting

Grading, coaching and integrity — automated.

Instructors set the bar; the platform does the marking, coaching and policing at scale — so every submission gets consistent, evidence-backed feedback.

AI Coach

Personalised guidance, learning plans and nudges based on each learner's real activity.

Auto-grading

Code & lab work run and graded in real environments — deterministic, air-gapped, at scale.

Integrity & plagiarism

Multi-signal plagiarism detection and proctoring keep every result trustworthy.

Adaptive difficulty

Assessments adjust to the learner, giving a sharper read on true ability.

CASI intelligence

Skill-gap maps, over-claim flags and AI-risk signals across roles and cohorts.

Analytics & reports

Cohort dashboards, readiness trends and exportable evidence for every stakeholder.

Capstone review

SME review workflows for real projects, with structured verdicts and scoring.

Cohorts & batches

Run months-long programs with schedules, roles and per-batch governance.

Readiness, measured

Stop guessing who's ready.

Learnlytica turns activity into evidence: every role gets a target, every learner gets a band, and every gap is visible — so L&D decisions are backed by data, not hope.

Role readiness — gap map

Current band vs. target, by role · cohort snapshot
Cloud Architect
84
GenAI Engineer
76
MLOps Engineer
61
Data Engineer
52
Platform SRE
69
Current bandRole target

Cohort readiness distribution

Learners by readiness band · live
Most learners now Proficient+

Reports every stakeholder actually uses

From one learner's evidence to a board-ready readiness rollup — generated automatically, always current, and exportable to CSV, PDF, or your warehouse.

Learner report card Cohort readiness dashboard Role gap map Exam integrity report Skill-evidence export Manager rollups
AS
A. SharmaGenAI Engineer · Cohort 12
Verified
Readiness score78 / 100 · Proficient
Hands-on labs12 / 12 graded
Proctored exam84% · integrity 98
PlagiarismClear
Skill evidenceExport ▸
Why teams switch

Most tools measure activity. We prove readiness.

No feature checklist — here's the difference that shows up in your outcomes, your risk, and your budget.

The usual training stack
Learnlytica One platform
Tracks course completion
Proves role readiness with skill evidence
Slides and videos
Real hands-on labs, run and graded
Honor-system quizzes
Proctored exams + air-gapped grading
You stitch ten tools together
One platform, one source of truth
You build & maintain the content
Delivery-complete programs + a dedicated content team
"Raise a ticket, then wait"
24/7 lab support — learners never stay blocked
Static PDF exports
Live readiness dashboards & verifiable evidence
We carry the load

Done-for-you, not do-it-yourself.

Rollouts stall on two things: the effort to build content, and support when learners get stuck. We remove both.

Content

A dedicated content team

Our SMEs build and maintain your programs — decks, hands-on labs, assessments and exams — and keep them current as tools and clouds change. You never author from scratch.

Support

24/7 lab support

Round-the-clock help for labs and environments, so a broken sandbox at 2 a.m. never derails a cohort or a deadline.

Assessment

Managed proctoring & grading

We operate the proctored exam center and the air-gapped grader. You get defensible results — not a marking backlog.

Partnership

Onboarding & success

White-glove setup, role mapping and an ongoing success partner focused on outcomes — not just handing you access.

Catalog · our edge

The deepest hands-on catalog in enterprise skilling.

Most platforms hand you a shelf of courses. We give you both — structured journeys that make someone role-ready, and a 400-strong library of hands-on project trainings for exactly the skill you need. Every one graded on real work.

Programs

Journey-Driven

50+
Guided journeys that take a person from where they are to fully role-ready.
  • Sequenced path: concepts → labs → assessments → capstone
  • Mapped to a target role & readiness band
  • Delivery-complete: decks, labs, proctored exams, evidence
Example journeys
Cloud ArchitectGenAI EngineerMLOps EngineerData EngineerMulti-Cloud OpsPlatform SRELLMOps EngineerPrompt EngineerKubernetes AdminData ScientistDevOps EngineerCloud SecurityAnalytics EngineerAI Product EngineerDatabricks EngineerFull-Stack Developer
Trainings

Project-Specific

400+
Focused, build-something trainings — master one skill, hands-on, in a real lab.
  • Each centered on one real project, tool or skill
  • Short & targeted — graded on the artifact you build
  • Composable — stack into a journey, or take à la carte
Example projects
Build a RAG pipelineDeploy a LangGraph agentVPC peeringFine-tune a CNNFine-tune with LoRACI/CD for MLTerraform a landing zoneKubernetes autoscalingIAM least-privilegeVector search indexKafka streamingFeature storeModel monitoringBigQuery pipelinePrompt eval harnessObservability stackBlue-green deployData quality checks
Projects are the building blocks; journeys are the destinations. Take a full path to a role — or just the reps you need, when you need them.
Built for

One platform, every stakeholder.

L&D leaders

See readiness, not activity

Role-level dashboards and skill evidence that connect training spend to business outcomes.

Instructors

Teach, not administrate

Authoring, auto-grading and proctoring built in — reclaim hours per cohort.

Learners

Prove what you can do

Hands-on labs, real feedback and a portable Skill Passport that shows genuine ability.

Enterprises

Consolidate & govern

One secure platform replaces the tool sprawl — with the controls procurement asks for.

Trust & security

Enterprise-grade by design

Proctored assessmentsProctorShield with multi-signal integrity monitoring.
Air-gapped gradingDeterministic evaluation isolated from the internet.
SSO & integrationsSingle sign-on, API & webhooks into your stack.
Isolated environmentsPer-batch, per-learner isolation with cost governance.
Questions

Frequently asked

What is Learnlytica?
A lab-first, AI-graded enterprise skilling platform. It runs the full lifecycle — learning with hands-on labs, proving skill with proctored assessments and CASI readiness scoring, and sustaining it with the Skill League — on one platform instead of a stack of point tools.
How does it measure real skill?
CASI maps each role to skill atoms with target bands, then measures against them using proctored, auto-graded assessments and hands-on lab work — producing a unified readiness score, gap map, and over-claim flags rather than a completion certificate.
Which lab environments are supported?
VS Code / code-server, JupyterLab, KASM desktops, Windows VMs, and live AWS, Azure and GCP cloud sandboxes — launched in one click, governed by per-learner lab-time budgets so cloud spend stays controlled.
Are exams proctored and secure?
Yes. Exams run through a dedicated proctored assessment center with multi-signal integrity monitoring, and code is evaluated by an air-gapped, deterministic grader — so every result is defensible.
How does it fit our existing stack?
Single sign-on, an API and webhooks connect Learnlytica to your systems, and the Skill League can ingest signals from Power BI, Tableau or your data warehouse — so it augments what you have rather than replacing it overnight.

See proven readiness, live.

Book a 30-minute walkthrough — labs, CASI readiness and the Skill League on your own roles.