Placement intelligence platform for institutions

Know Who’s
Placement Ready.

AI-powered placement readiness & intelligence for institutions — measured per student, aggregated across every department.

talentbro / cohort 2026 — readiness
74Ready
Placement ready
412
Near ready
356
Needs work
232
1,000
Students tracked
86%
Mock participation
12
Departments
24
Target companies
Readiness trend · 8 weeks
Live now
  • Mock interview · Deloitte
  • Skill mapping · CSE-B
  • Report generated
1,000+
students per cohort
6
skill dimensions
24
company simulations
1
source of truth
01The Problem

1,000+ students. Almost no visibility.

Institutions know attendance, marks and CGPA. What they cannot see is who is actually ready to clear a real interview — and who will fail the drive next month.

visibility gap · 1,000 students
Measured readiness · 14% Unknown · 86%
02Placement Journey

One measured path, cohort to placement drive.

Every stage produces data. Every stage feeds the next.

  1. 01
    Create Cohort
  2. 02
    Skill Mapping Interview
  3. 03
    Readiness Profile
  4. 04
    Personalized Recommendations
  5. 05
    Company-Specific Mock Interviews
  6. 06
    Continuous Assessment
  7. 07
    Rankings
  8. 08
    Placement Intelligence
  9. 09
    Placement Drive
03Skill Mapping

Six dimensions, assessed by AI.

Technical, Communication, Problem Solving, Behavioral, Aptitude and Interview Performance — scored from real interview evidence, not self-reporting.

ai skill mapping · radar
Technical
82
Communication
68
Problem Solving
76
Behavioral
71
Aptitude
88
Interview Performance
64
04Personalized Preparation

Every student gets their own roadmap.

Strengths, weaknesses, recommendations and a week-by-week improvement plan generated per student.

student profile · A. Menon · CSE
Strengths
  • Data structures88
  • Aptitude84
  • Written clarity80
Weaknesses
  • System design51
  • Spoken fluency57
  • STAR answers60
Improvement roadmap · 6 weeks
Week 1–2
System design fundamentals
Week 3
Mock interview · behavioral
Week 4–5
Company drills · Deloitte, IBM
Week 6
Final readiness assessment
05Company Preparation

Prepared for the companies actually visiting.

Company-oriented simulations modelled on the rounds, rubrics and question patterns of upcoming recruiters.

company simulations · readiness
DDeloittedrive Sep 12
78%
IIBMdrive Sep 19
71%
GGoogledrive Oct 02
44%
AAccenturedrive Oct 10
83%
Role-specific roundsCompany question banksRecruiter-style rubric
DeloitteIBMGoogleAccentureTCSInfosysCapgeminiWiproCognizantEYDeloitteIBMGoogleAccentureTCSInfosysCapgeminiWiproCognizantEY
06Continuous Improvement

Practice, measure, improve — on loop.

Readiness is not a one-time test. Progression is tracked across every attempt.

continuous improvement loop
PracticeInterviewAnalysisFeedbackImproveRepeat
Performance progression · 10 attempts
Attempt 1 · 42Attempt 10 · 81
07Student Rankings

Rank, in context.

University rank, department rank and skill-wise rank make readiness comparable and actionable.

rankings · A. Menon
University rank
#32
of 1,000 students
#7
Department rank · CSE
of 180
#3
Skill rank · Aptitude
Top 1%
Technical#41
Communication#212
Problem Solving#58
Behavioral#96
08Placement Officer Dashboard

The whole cohort on one screen.

Cohort overview, readiness scores, department analytics, skill heatmaps, company readiness, mock participation, rankings and student progress.

placement officer dashboard
1,000
Cohort size
74
Avg readiness
86%
Mock participation
232
At risk
Department analytics · avg readiness
CSE
ECE
MECH
EEE
CIVIL
IT
Skill heatmap · department × skill
CSE
ECE
MECH
EEE
CIVIL
IT
Student progress
A. Menon · CSE
+12
R. Iyer · ECE
+7
S. Kaur · IT
+3
D. Rao · MECH
−2
09Student Intervention

Act before the drive, not after.

Identify students needing attention, recommend the intervention, assign preparation and track improvement.

01
Identify

232 students below readiness threshold

02
Recommend

AI maps the exact skill gap per student

03
Assign

Preparation modules & company drills

04
Track

Improvement measured every cycle

10Reports & Intelligence

Evidence for every decision.

Student reports, interview transcripts, department analytics, company readiness and placement reports — exportable for management review.

interview transcript
AI

Walk me through how you'd scale a read-heavy service.

Student

I'd start with caching and read replicas…

AI

Good. What breaks first under 10× traffic?

72
Depth
68
Clarity
81
Structure
department analytics
Readiness distribution
0Readiness score100
74
Median
±11
Std deviation
placement report · exportable
Student readiness reports1,000 PDFs
Interview transcripts4,820 sessions
Department analytics12 departments
Company readiness24 companies
Placement outcome reportSeason 2026
Placement intelligence

Every metric traceable from a single student answer to institution-wide outcomes.

Your Students Are Preparing.
Are You Measuring Their Readiness?

See TalentBro Institutions on your own cohort data.

Institutional, not individual

Built for placement cells and management.

Measured, not assumed

Readiness from interview evidence.

Actionable, not decorative

Every metric maps to an intervention.