Frontier
AlumniGraph
An alumni list is a spreadsheet. AlumniGraph is a live network scored by reachability, seniority and willingness to help.
A referral is the cheapest shortlist in existence. AlumniGraph maps 10,400 alumni to employers, seniority and willingness, then routes final-year students to a warm internal referrer.
Open the Placement Engine →Offers via referral
168
Target 400 per cycle
Accountable
Training & Placement
Dean — Training & Placement
Alumni mapped
10,400
Companies
1,180
Countries
42
Engaged
27%
Referral offers
168
This placement cycle
Engagement rate
Share of alumni with a meaningful touch in the last 12 months
Network segments
Every alum sits in exactly one band
Mentor, refer and give
640
Open mail, attend events
2,180
No touch in 24 months
5,410
Bounced contact details
2,170
Referral engine
Alumni density converted into offers
| Company | Alumni | Referrals | Offers | Yield |
|---|---|---|---|---|
| 84 | 26 | 9 | 35% | |
| Amazon | 212 | 61 | 18 | 30% |
| Infosys | 1180 | 148 | 104 | 70% |
| Bosch | 176 | 44 | 21 | 48% |
| Deloitte | 148 | 38 | 16 | 42% |
Alumni hubs
Where the network actually lives
Bengaluru
Infosys, Wipro, Google
4,120
Hyderabad
Microsoft, Amazon
980
Pune
Bajaj, Persistent
760
USA
Meta, Qualcomm
690
UAE
Emirates, Etisalat
310
Giving circles
Batch-wise micro-donations already committed
| Batch | Donors | Amount | Cause |
|---|---|---|---|
| Batch 2008 | 96 | ₹18.4L | Robotics lab |
| Batch 2012 | 141 | ₹24.1L | Scholarships |
| Batch 2016 | 208 | ₹12.6L | Startup grants |
| Batch 2020 | 312 | ₹8.2L | Sports complex |
Hub distribution
Upcoming network moments
Bengaluru alumni mixer
14 Sep420 RSVPs · 38 mentors recruited last edition.
Reverse classroom — Batch 2012
02 OctOne credited module per semester taught by alumni.
Global chapter call — USA & UAE
19 NovTwin agenda: referrals and international admissions.
Referrals by company
Activation plays
How a dormant alum becomes a champion
Referral loop
Alumni at target firms refer shortlisted final-year students.
Giving circle
Batch-wise micro-donations funding lab equipment.
Reverse classroom
Alumni teach one credited module per semester.
Signals at a glance
The four numbers this module is reviewed on weekly
Mapped alumni
41,000
Companies covered
2,840
Chapters live
11
Referral → offer
43%
Reachable, responsive alumni
Verified contacts who replied in the last 12 months
Alumni base by sector
41,000 mapped graduates
41k
alumni
- IT services1640040%
- Product & GCC980024%
- Core & manufacturing610015%
- Finance & consulting490012%
- Entrepreneurs38009%
Alumni-sourced value
Contribution to placement movement
Net +8.1
Engagement events per quarter
Where alumni actually show up
Company density vs hiring conversion
Bubble size is alumni count at the company
Alumni concentration by city × sector
Where the network is thick enough to activate
Highest-yield alumni chapters
Ranked by referrals converted
| Chapter | Members | Active | Referrals | Offers | Yield |
|---|---|---|---|---|---|
| Bengaluru | 18400 | 6800 | 620 | 268 | 43% |
| Hyderabad | 5200 | 1740 | 210 | 88 | 42% |
| Chennai | 3900 | 1120 | 148 | 54 | 36% |
| Pune | 3100 | 940 | 122 | 41 | 34% |
| North America | 2600 | 810 | 96 | 30 | 31% |
Graph hygiene
A stale graph is worse than no graph
Email or phone verified in 12 months
Refresh drive runs each convocation
Opt-in captured at graduation
Merged by roll number and phone hash
Risk register
What could take the number backwards
Contact decay
60% likely · -20% reachMitigation: Annual refresh drive tied to convocation
Referral spam fatigue
35% likely · Opt-outsMitigation: Cap two asks per alumnus per quarter
Overseas data rules
25% likely · Reduced poolMitigation: Region-specific consent handling
Forecast scenarios
Modelled outcomes with confidence, reviewed each month
+486 referrals
15,400 responsive alumni
+740 referrals
Chapter leads activated in 5 cities
+1,020 referrals
Full refresh drive completed
Outcome ladder
Each rung has a current number, a target, an owner and a date
| Stage | Today | Target | Owner | By |
|---|---|---|---|---|
| Contactable alumni | 8,230 | 9,500 | Alumni office | Dec |
| Engaged (12-month touch) | 27% | 45% | AlumniGraph agent | Mar |
| Referral requests fulfilled | 317 | 800 | T&P cell | Feb |
| Referral → offer conversion | 53% | 65% | Placement leads | Feb |
Levers
Where the movement actually comes from
Five thousand alumni untouched in 24 months.
2,170 records bounce; a verification drive fixes most.
Champions mentor, refer and give — triple-value alumni.
No warm route into 14 of the 40 target employers.
Operating cadence
What the agent runs, and when
Referral routing
Every upcoming drive matched to alumni inside that company.
Chapter activation
City chapter event with a twin agenda: referrals and admissions.
Graph refresh
Employer, role and seniority re-scraped and re-verified.
Data feeds
Nothing here is hand-entered
Drive calendar
PlacementIQ — company and role
Mentor overlap
MentorSphere verified mentor list
Employment updates
Alumni self-service + chapter events
Unit economics
What a point of movement costs
Annual spend
₹12L / year
Unit cost
₹7,140 per referral offer
Payback
One cycle
Contribution
9% of goal
Referral shortlists convert at 53% vs 24% cold applications