
Productivity
نموذج مرجعي97% 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.
لمحة سريعة
- المدة
- 13 أسبوعاً
- حجم الفريق
- 1 شخص
- نوع التعاقد
- بناء جديد
- نوع المشروع
- ذكاء اصطناعي وأتمتة
- القطاع
- B2B SaaS
الوضع
التحدي
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.
ما الذي فعلناه
Extract commitments with owners and dates attached, and treat an unowned action item as an extraction failure.
القرارات التي صنعت الفارق
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.
ما الذي تغيّر
- 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.
الخدمات المستخدمة
- Transcript ingestion and action-item extraction
- Owner and deadline resolution
- Automated follow-up on overdue items
ما الذي كنا سنفعله بشكل مختلف
لكل مشروع واحدة من هذه. ونشرها هو المقصد — فدراسة حالة بلا ندم فيها تسويق لا دليل.
Transcript quality set the ceiling. Where diarisation was poor, ownership resolution was the first thing to degrade.
أعمال أخرى
- 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.
اقرأ دراسة الحالة - 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.
اقرأ دراسة الحالة