OFFER
A hiring decision is made
INTERACTIVE PROTOTYPESign In
YOUR PLACEMENT WILL TEST THE PART PRACTICE MAY HAVE MISSED
PrepVista AI — AI-Powered Placement Readiness
Choose the job you want, perform a short live round and see what the result alone cannot tell you. PrepVista turns how you solve, code, explain and defend into the one preparation move your career needs next.
No signup to explore · no invented readiness score No placement guarantee. Real prototype boundaries.
01 Choose your role02 Perform live03 Find the weak link04 Train what matters
PERSONALIZE THE EXPERIENCE
CHOOSE THE ROLE YOU WANT
CHOOSE THE ROLE YOU WANT
02THE MOMENT YOU ARE WORKING TOWARD
YOUR PLACEMENT MOMENT
The recruiter will test what your practice never asked you to prove.
The final decision may arrive in one email. The evidence behind it is built across hundreds of smaller decisions—how you solve, code, explain, recover and defend.
“I do not want another course. I want to know what could stop me—and how to fix it before it matters.”
PrepVista must connect theory to the condition in which an engineering decision is used.
THE MOMENT BEYOND THE ROUTECore Engineer
Illustrative outcome · not a placement promiseINTERVIEW
Your evidence is challenged
PREPARATION
Your habits become visible
TODAY
The weak link is still trainable
03YOUR CAREER ROUTE
CORE ENGINEER
The route does not ask the same question twice.
Hold accuracy while time, units and assumptions compete for attention.
01/ 05APTITUDE SCREEN · CALCULATE
DESTINATIONCore
01
APTITUDE SCREENCALCULATE
Hold accuracy while time, units and assumptions compete for attention.
- OBSERVES
- Unit discipline · pacing · verification
- HIDDEN RISK
- A small interpretation error contaminates the full solution.
- PROOF TO PASS
- The method transfers across changed values and units.
02
FUNDAMENTALSRECALL
Retrieve the principle and explain why it applies here.
- OBSERVES
- Concept retrieval · causal explanation
- HIDDEN RISK
- A memorised definition cannot guide a real engineering decision.
- PROOF TO PASS
- The principle is applied correctly in an unfamiliar scenario.
03
TECHNICAL ROUNDAPPLY
Move from equations and theory to constraints, safety and behaviour.
- OBSERVES
- Assumptions · constraints · engineering judgement
- HIDDEN RISK
- The calculation is right but the real-world boundary is missing.
- PROOF TO PASS
- The decision remains safe when one operating condition changes.
04
APPLICATION CASEDIAGNOSE
Trace the symptom to a cause before proposing a fix.
- OBSERVES
- Root cause · test plan · failure evidence
- HIDDEN RISK
- The candidate jumps to a familiar fix without validating the cause.
- PROOF TO PASS
- The diagnosis is verified through a relevant test or observation.
05
FINAL CONVERSATIONOWN
Show dependable judgement, learning and responsibility.
- OBSERVES
- Safety · ownership · communication
- HIDDEN RISK
- Strong knowledge is disconnected from professional responsibility.
- PROOF TO PASS
- The candidate explains a decision, its consequence and what they learned.
ONE UNPROVEN CAPABILITY CAN STOP THE ROUTE
04THE DAY A HIDDEN WEAKNESS BECOMES VISIBLE
AN ILLUSTRATIVE PLACEMENT-DAY SEQUENCE · NOT A TESTIMONIAL
You rarely lose confidence all at once.
It leaks out one unexplained moment at a time.
A small interpretation error contaminates the full solution.
A RESULT SCREEN MAY SHOWScore / status
PREPVISTA NEEDS TO FINDUnit discipline · pacing · verification
A memorised definition cannot guide a real engineering decision.
A RESULT SCREEN MAY SHOWPassed / not passed
PREPVISTA NEEDS TO FINDConcept retrieval · causal explanation
The calculation is right but the real-world boundary is missing.
A RESULT SCREEN MAY SHOWScore / status
PREPVISTA NEEDS TO FINDAssumptions · constraints · engineering judgement
The candidate jumps to a familiar fix without validating the cause.
A RESULT SCREEN MAY SHOWPassed / not passed
PREPVISTA NEEDS TO FINDRoot cause · test plan · failure evidence
The painful part is not one weak attempt.
It is leaving the round with no idea what to change tomorrow.
STUDENTS WHO BELIEVE THEY ARE JOB-READY FROM DAY ONE68%
PERCEPTION GAPBelief and employer evidence are not the same thing.
CORPORATES THAT AGREE9%
HirePro’s 2026 India survey covered 10,000+ students, 80+ corporates, 100+ colleges and 100+ campus recruiters. This does not mean 91% of graduates cannot succeed; it shows why readiness needs evidence beyond self-belief.
SOURCE · THE STATE OF COLLEGE HIRING IN INDIA 202605THE SAME AMBITION CAN PRODUCE TWO PREPARATION FUTURES
SAME PERSON · SAME TARGET · SAME HOURS
The difference is whether the weak link stays invisible.
This does not compare “failure” with a guaranteed offer. It compares unfocused preparation with a measurable development loop before placement day.
TARGETCore Engineer12 WEEKS TO PLACEMENT DAY
A
ACTIVITY WITHOUT DIAGNOSISWork harder. Still guess.
Every topic feels equally urgent.
Activity increases; the weak signal stays hidden.
A small interpretation error contaminates the full solution.
The risk becomes visible when feedback is hardest to recover.
ENDING STATEMore preparation completed. The blocker is still uncertain.
B
EVIDENCE BEFORE ACTIVITYFind it. Train it. Prove it.
Unit discipline · pacing · verification
A small interpretation error contaminates the full solution.
The method transfers across changed values and units.
Re-test before the capability is called improved.
ENDING STATEThe risk is known, trained and re-tested—not guaranteed away.
Hiring remains the employer’s decision. PrepVista changes the quality and visibility of preparation—not the hiring rules.
06THE CAREER MIRROR
WHAT YOU BELIEVE × WHAT THE ROUND REQUIRES
The sentence you tell yourself can hide the risk.
Choose the belief that sounds most like you. PrepVista turns it into a question that performance—not confidence alone—must answer.
THE HIRING ROUND ASKS
Can your accuracy survive a timer, uncertainty and a changed question?
SIGNAL TO PROVEPressure stability
ILLUSTRATIVE COMPARISON
Same score. Two different career risks.
Drag the divider. A mark groups these students together; their behaviour tells PrepVista where to intervene.
A
6 / 10Concept gap
- Stable decision time
- Repeated error in one concept
- High confidence on wrong answers
USEFUL NEXT MOVERebuild concept → explain → transfer
B
6 / 10Pressure instability
- Correct first reasoning path
- Answer changed near timeout
- Errors cluster under pressure
USEFUL NEXT MOVEPacing → confidence lock → re-test
A score records the past.PrepVista decides what should happen next.
07DO NOT IMAGINE THE PRODUCT · WATCH THE CAUSE AND EFFECT
THREE SHORT PRODUCT FILMS · REAL DESIGN LOGIC · ILLUSTRATIVE DATA
From career risk
to a visible next move.
These films show the intended product behaviour: where evidence comes from, how a weak signal becomes an intervention, and why the system refuses to call one score “readiness.”
The product develops the behaviour; it does not stop at describing it.
WHAT THIS MOMENT PROVES
The product develops the behaviour; it does not stop at describing it.
A fragmented response becomes a focused retry using Problem → My decision → Why → Result, then faces a changed prompt before improvement is accepted.
NO STOCK STUDENT STORYNO INVENTED OUTCOMENO AUDIO REQUIRED
CAREER RISKLIVE ATTEMPTROOT CAUSEFOCUSED REPAIRCHANGED EVIDENCE
08THE PREPVISTA PLACEMENT GAUNTLET
NO SIGNUP · REAL INTERACTION · EVIDENCE FROM THIS SESSION
You believe you are ready.
Find where the evidence breaks first.
Choose the round where you feel strongest. In under three minutes, see whether that belief survives time, complexity, clarity or deeper follow-up pressure.
LIVE SIGNALS0/4
Your evidence starts at zero.
REAL BROWSER-SIDE INTERACTION PRELIMINARY SESSION EVIDENCE NOT A COMPLETE PLACEMENT ASSESSMENT
09YOUR CAREER PROOF
NO UNIVERSAL READINESS NUMBER
Not another score.
A decision about what you do next.
The short session below changes only when you perform. Blank evidence stays blank; one attempt never becomes a complete profile.
PrepVista AICAREER PROOF / SESSIONCORE
CAREER DIRECTION
Core Engineer
First roleNO EVIDENCE PRODUCED YET
PrepVista will not pretend it knows you.
Complete one live round. Your attempt will become the first signal in this session.
Browser session onlyNot a hiring prediction
PLACEMENT TWIN
0 LIVE SIGNALSYour route should move only when evidence moves.
TARGET ROLECore Engineer
0LIVE SIGNALS
Reasoning, technical capability, communication and interview execution converge around one role.
FROM SIGNAL TO CAREER CONSEQUENCE
Fine. PrepVista found something. What changes now?
Technical decisions are hard to defend
Technical interview / project defence
The project may be strong, but the reasoning becomes uncertain under deeper questions.
Why → alternative → evidence → failure → trade-off
Repeat the capability under a changed condition before calling it improved.
10WHAT USING PREPVISTA SHOULD FEEL LIKE
NOT A CONTENT CATALOGUE · A CAREER DEVELOPMENT LOOP
Every session should change the next one.
You should not leave with five graphs and more uncertainty. You should leave knowing the weak link, the mission, the proof standard and when to re-test.
01
OBSERVECapture the attempt, not the student’s self-opinion.
Answers, timing, confidence, code decisions, transcripts and follow-up behaviour become inspectable evidence.
AptitudeTechnicalCommunicationInterview
IF PREPVISTA WERE GUIDING YOU TODAY
Your preparation would become a sequence of proof—not a pile of unfinished courses.
Baseline the capability most likely to block Core
Complete one focused 12-minute mission
Re-test with a new problem, prompt or follow-up
Walk in with evidence, not a motivational guess
11THE VALUE IS NOT MORE CONTENT
WHY SOMEONE WOULD KEEP USING—AND EVENTUALLY PAY FOR—PREPVISTA
A paid product should reduce wasted preparation, not sell you more of it.
PrepVista becomes valuable when it shortens the distance between “I practised” and “I can prove this capability when the hiring round changes.”
YOUR FINITE PREPARATION WINDOWThe question is not whether you will work hard.
The question is not whether you will work hard.
It is what your next hour should change.
Adjust the inputs. This is not a claim that PrepVista saves a fixed percentage of time; it makes the amount of career preparation currently at stake visible.
PREPARATION TIME AT STAKE96h
PrepVista’s value is deciding which capability deserves the next hour, what proof it needs, and when to stop repeating the same kind of practice.
DIAGNOSEFOCUSRE-TESTCARRY PROOF FORWARD
WITHOUT A READINESS SYSTEMWITH PREPVISTA
Practice more of everything
Train the capability blocking this role
Collect marks and completion badges
Collect evidence that survives changed conditions
Receive five generic recommendations
Get one next mission with a reason
Feel ready until the interview changes
Know what is proven, uncertain and still risky
THE PRODUCT PROMISE WE ARE WORKING TOWARDDo not prepare for everything.
Do not prepare for everything.
Prepare for what is stopping you.
Find it → train it → test it again → carry the evidence forward.
12TRUST IS PART OF THE PRODUCT
IF THIS WERE JUST A MARKETING CLAIM, WE WOULD HIDE THE BOUNDARIES
See what works today.
See what is still being built.
WORKING PROTOTYPEREAL TODAY
Candidate interview experience
Candidate-side interview flow with answer-aware follow-up logic and observable response evidence.
IN DEVELOPMENT / INTEGRATIONBUILDING
Unified aptitude, technical and communication systems
Deep capability concepts exist across modules; broader unified product integration remains in progress.
TRUTH BOUNDARYNOT CLAIMED
0INVENTED USERS
INVENTED OUTCOMES
INVENTED TESTIMONIALS
INVENTED OUTCOMES
INVENTED TESTIMONIALS
Early-stage means early-stage
No invented colleges, customers, placement outcomes, revenue or social-proof theatre.
Employers make hiring decisions. PrepVista helps you prepare and produce evidence.
Microphone access starts only when you explicitly choose it. Typed paths remain available.
A short session never becomes a complete readiness or hiring prediction.
The live landing experience delivers value before it asks for commitment.
YOUR DIRECTIONCore Engineer
YOU HAVE NOT SEEN A PLACEMENT PROMISE · YOU HAVE SEEN HOW THE IDEA THINKSYOUR DIRECTIONCore Engineer LIVE EVIDENCENothing invented CURRENT USEFUL MOVEThe method transfers across changed values and units. Your vote supports the idea. It does not enrol you, charge you or share your challenge responses.
Would you want this between you and placement day?
We are building PrepVista so students and professionals do not have to guess what is blocking them, waste time preparing for everything, or discover the weak link only after the recruiter does.
BEFORE YOU DECIDE