“ai use cases” — answered here“ai product ideas” — answered here“ai workflows in construction” — answered here“restaurant pain points” — answered here“ai in hospitality” — answered here“what should i build with ai” — answered here“ai in health and wellness” — answered here“m&a ai use cases” — answered here“ai use cases” — answered here“ai product ideas” — answered here“ai workflows in construction” — answered here“restaurant pain points” — answered here“ai in hospitality” — answered here“what should i build with ai” — answered here“ai in health and wellness” — answered here“m&a ai use cases” — answered here
ARTIFICIALREALITY
Work with Galina
← Public Relations

Client-Aware Real-Time News Intelligence for PR

A daily PR intelligence tool that monitors fresh news beyond a practitioner's usual newsletters and outlets, maps developments to each client's context, and flags the highest-value reactive communications opportunities.

Described on the record by a senior operator who runs this workflow every day.

Persona
PR agency director, account lead, communications strategist, or crisis communications practitioner
Pain point
PR practitioners rely on manual newsletter reading and cannot review all relevant information. General LLM knowledge may be stale, while fast-moving news cycles require immediate identification of client-relevant developments and opportunities.
First customer
Sam Polstein (HAUS) — they named the pain in their own workflow, so they are the likely first customer.
Tools mentioned
Claude, Gemini, Perplexity, Google
Industry
Public Relations
Also raised in
—

Named workflow

Shown because the operator described this sequence step by step.

  1. 01Read newsletters over coffee each morning.
  2. 02Click into articles that seem relevant or interesting.
  3. 03Think through client relevance manually.
  4. 04Respond to journalists, send notes, and flag items for the team.
  5. 05Use ad hoc AI workflows to synthesize a news moment and combine it with existing client context for rapid response.

Evidence log

"I think more more up to date information in the models, right?"
Sam Polstein · Director, HAUS · He Runs PR for Deep Tech Startups. If Your Agency Isn't Using AI, They're Robbing You.
"So I think that that sort of get me up to speed in the morning piece. Like I still love sitting down and reading through the newsletters that I have in my inbox and and I think there is like a"
Sam Polstein · Director, HAUS · He Runs PR for Deep Tech Startups. If Your Agency Isn't Using AI, They're Robbing You.
"But I think that I could be if I had a tool that was really powerful with really recent information and could also connect that to the context of my clients and flag the most relevant pieces for me, even if it's not in the newsletters that I read or the outlets that are are my go-tos, that would be that would be great. That would be very helpful."
Sam Polstein · Director, HAUS · He Runs PR for Deep Tech Startups. If Your Agency Isn't Using AI, They're Robbing You.

Short spec

Ingest continuously updated news, newsletters, and relevant outlets; maintain per-client strategy and context profiles; rank and explain developments by relevance, urgency, and potential PR action. Deliver a morning briefing plus real-time alerts for reactive opportunities, such as policy announcements, competitor events, or emerging news moments.

FAQ

Product manager · scoped to this opportunity

AR Product Manager

I have 3 sourced passages on "Client-Aware Real-Time News Intelligence for PR" from 1 operator. Ask me for scope, user stories, failure modes, or a full PRD — I answer from the transcripts first, and label anything that isn't sourced.

3 sourced · 1 AR analysis

Contact support