Show HN: Jamb AI - Voice Agents for Group Calls
Sharat@sharat_scI'm Sharat, co-founder of Jamb (jamb.ai, crunchbase.com/organization/j…) Jamb is a system of record for construction teams. 4 out of 5 US residential builders are made up of small teams (1-4 employees). The general contractor is often one person who runs the job from a truck, on calls all day.
- ▪Sharat@sharat_scI'm Sharat, co-founder of Jamb (jamb.ai, crunchbase.com/organization/j…) Jamb is a system of record for construction teams.
- ▪4 out of 5 US residential builders are made up of small teams (1-4 employees).
- ▪The general contractor is often one person who runs the job from a truck, on calls all day.
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Record
| Original publisher | X (formerly Twitter) |
| Canonical URL | https://twitter.com/sharat_sc/status/2100638882341486961 |
| Publication time | Wed, 30 Sep 2026 19:24:36 +0000 |
| Retrieval time | 2026-09-30T19:37:01.684Z |
| Last seen | 2026-09-30T19:37:01.684Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | V40hRWzjrjL- · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
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| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Sharat@sharat_scI'm Sharat, co-founder of Jamb (jamb.ai, crunchbase.com/organization/j…) Jamb is a system of record for construction teams. 4 out of 5 US residential builders are made up of small teams (1-4 employees). The general contractor is often one person who runs the job from a truck, on calls all day. That person rarely stops to open a project tool and fill in a form. The data already exists. It sits inside the phone calls. So we put a voice agent in the calls and the group chats. Her name is Donna. She turns speech into tasks, a call summary and an attributed transcript. The record updates from the call, not from a form. She is also the AI receptionist on your business line. Thread (1/n): Demos from what we showed at Boston's Voice AI meetup.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at X (formerly Twitter).