Unofficial educational redesign concept for ASM CSIT by Atharva Inamdar. Not affiliated with or endorsed by ASM CSIT.

A dashboard for decisions, not transcript dumping.

Every chat or voice interaction should become an actionable admissions card: intent, course, lead temperature, missing fields, source question, and next best action.

42Total demo leads
11Hot prospects
7Callbacks due
3Unanswered FAQs to verify
Hot BCA callback — Pune studentAsked in Hinglish about BCA process, fees, and placement support. Next action: call tomorrow at 11 AM.
Parent inquiry — B.Sc AI & MLFocused on eligibility, safety, official fees, and career outcomes. Next action: send eligibility checklist.
Current student — placement prepNeeds resume review, aptitude plan, and project roadmap. Next action: route to placement support.
Unverified placement package questionAssistant refused to quote package numbers and flagged source verification. Next action: update knowledge graph only after official proof.
Signal

Top questions

BCA process, AI & ML eligibility, official fees, placement examples, and callback availability.

Routing

Counselor view

Summaries prioritize intent and missing fields so staff can respond quickly without reading full transcripts.

Quality

Knowledge gaps

Questions that cannot be safely answered become verification tasks instead of hallucinated answers.

CSIT AI Assistant
Unified chat + voice demo
Hi — are you asking as a student or parent? You can ask about admissions, eligibility, official fees, documents, placements, or campus support.
Unofficial educational redesign concept for ASM CSIT by Atharva Inamdar. Not affiliated with or endorsed by ASM CSIT.