
Productivity
Reference build97% of meeting action items captured
An agent that reads meeting transcripts, extracts action items with owners and deadlines, and follows up on what has not moved.
Aik nazar mein
- Muddat
- 13 hafte
- Team ka hajm
- 1 fard
- Muahide ki naueeyat
- Nayi tameer
- Project ki qism
- AI aur automation
- Shoba
- B2B SaaS
Kin cheezon se bana
Soorat-e-haal
Challenge kya tha
Meeting commitments are made verbally, in passing, and without an explicit owner — so they are lost between the meeting and the notes rather than in either one.
Hum ne kya kiya
Extract commitments with owners and dates attached, and treat an unowned action item as an extraction failure.
Wo faisle jo aham the
Ownership is required, not inferred later
An action item without an owner is not captured, it is only recorded. The agent resolves the owner from the transcript or asks.
Follow-up is part of the job
Extraction alone changes nothing. The agent chases items that have not moved by their date.
Kya badla
- action item capture rate
- 97%action item capture rate
- items without a named owner
- 0items without a named owner
97% of action items captured with an owner and a deadline, and follow-up handled without anyone maintaining the list.
Istemal shuda khidmaat
- Transcript ingestion and action-item extraction
- Owner and deadline resolution
- Automated follow-up on overdue items
Hum kya mukhtalif karte
Har mansoobe mein aisi aik baat hoti hai. Ise shaya karna hi asal nukta hai — jis case study mein koi pachhtawa na ho wo saboot nahi, tashheer hai.
Transcript quality set the ceiling. Where diarisation was poor, ownership resolution was the first thing to degrade.
Mazeed kaam
- Internet Money · Crypto financial services$10M+monthly transaction volume
One wallet interface across five blockchains
A multi-chain crypto platform where every chain hides behind one interface, with a tamper-evident audit trail underneath it. $10M+ moves through it monthly.
Case study parhen - MagicTask · Project management SaaS100K+concurrent users
From latency spikes at 5,000 users to 100,000 concurrent
A gamified project management platform re-architected from a single Node server into an event-driven system that holds 100,000+ concurrent connections without the reward engine touching the critical path.
Case study parhen