kbrain

Use case

Build competitive intelligence brains for teams

KBrain helps strategy and product teams query market research, analyst knowledge, and competitive context through reusable brains - for faster, better-grounded strategic decisions.

Turn market knowledge into a brain your team can query

Create an intelligence brain

Market intelligence is expensive to produce. Teams pay for analyst subscriptions, run expert calls, and commission research. Most of it ends up in decks nobody finds, notes nobody reads, and Slack threads that disappear into history.

The problem: intelligence is everywhere, synthesis is nowhere

The Problem - 01
Where intelligence gets stuck
The data exists. The synthesis does not. Every team member rebuilds it from scratch.
📊
Analyst reports
Expensive, siloed, hard to query across.
→
📞
Expert calls
Locked in transcripts or one person's notes.
→
📁
Filings and research
Public data that takes hours to synthesise manually.
→
💬
Slack notes
Informal signals buried in channels and DMs.
→
❓
No synthesis
Each person rebuilds context before every decision.
THE GAP
The intelligence budget is not the problem. Most teams already have enough data. The problem is that nobody can query it across sources without rebuilding the synthesis from scratch.

When a product manager needs to brief an exec, when a sales rep needs competitive context before a call, when a strategist needs to identify a risk signal - they start from scratch. Every time. The intelligence exists. The ability to retrieve it on demand does not.

How KBrain packages it

A competitive intelligence brain aggregates your market knowledge into a single queryable source. Feed it analyst research, competitive notes, call summaries, and expert commentary. Anyone on the team can query it instead of searching through folders, re-reading decks, or scheduling a knowledge-sharing meeting.

The Fix - 02
Before and after a competitive intelligence brain
The same briefing request. A fundamentally different experience.
⏱ Without an intelligence brain
1
PM needs competitive context for tomorrow's exec review
2
Searches Notion, Drive, Slack - finds fragments from different dates
3
Pulls the analyst deck from Q3 - unsure if it is still current
4
Assembles a summary manually - 2+ hours, still not confident
5
Presents with caveats. Every time.
2h+
per strategic briefing
rebuilt from scratch each time
⚡ With an intelligence brain
1
PM needs context. Queries the competitive intelligence brain directly.
2
Brain retrieves the most relevant signals from analyst reports, calls, and research.
3
Grounded, traceable answer - with source attribution and recency indicators.
4
Presents with confidence. The context is verified, not assembled from memory.
5
Same brain works for the next briefing, the next rep, the next quarter.
<2min
per briefing, reusable
across the whole team
A competitive intelligence brain does not replace analysts. It makes their output accessible to the whole team - not just the people who sat in the meetings or paid for the subscription.
  • Analyst reports and summaries: packaged for fast retrieval, not just storage
  • Competitor positioning notes: updated when positioning shifts, queryable in seconds
  • Earnings call highlights: synthesised signals available to any team member
  • Win/loss interview notes: patterns made accessible without mining raw transcripts
  • Product marketing research: messaging context available before a campaign or a call

A competitive intelligence brain is not a search engine over your documents. It is a curated knowledge layer that surfaces the most relevant context for the question being asked - and attributes it to a source.

Example prompts

  • "Summarise the competitor's latest product positioning shift"
  • "What risk signals are appearing in the Q2 earnings calls across our space?"
  • "Compare our pricing against the three closest alternatives"
  • "Brief me on what the analyst consensus says about this market segment"
  • "What objections did we hear most in lost deals last quarter?"

Best-fit intelligence brains

Brain types - 03
Intelligence brain types
Each brain covers a different scope of market knowledge.
📈
Market analyst
brain
Reports, signals, and industry trends
Query before a strategy meeting or market sizing exercise. Surfaces the most relevant signals without reading the full report each time.
♟️
GTM strategist
brain
Frameworks, maps, and positioning logic
Go-to-market decisions, competitive positioning, and strategic frameworks - queryable by anyone on the team who needs to make a decision fast.
📣
Product marketing
brain
Messaging, launch history, battle cards
Synthesised research and positioning context. Available to sales, product, and leadership - not just the team that wrote it.
The best intelligence brains are built incrementally. Start with the reports you already have. Add call transcripts and notes. The brain gets more valuable with every update.
  • Market analyst brain: reports, signals, industry trends, competitor monitoring
  • GTM strategist brain: go-to-market frameworks, positioning logic, competitive maps
  • Product marketing brain: messaging, launch history, research synthesis, battle cards
  • Investor brain: thesis, comparables, market sizing, due diligence context

The competitive advantage is not in having more data. It is in being able to query it faster and more reliably than the competition can. A brain makes that possible.

Related reading

Turn market knowledge into a brain your team can query

Package analyst research, competitive notes, and market context into a KBrain brain. Any team member can query it in seconds - no meeting required.

Create an intelligence brain

Frequently asked questions

What is a competitive intelligence brain?

A competitive intelligence brain is a curated, queryable knowledge asset built from analyst reports, expert calls, competitive notes, and market research. Instead of searching for the right document, you query the brain and get a grounded, attributed answer.

Can multiple people on a team use the same brain?

Yes. A KBrain brain can be shared across a team. Any team member with access can query it directly, without re-reading the source documents or scheduling a knowledge-sharing session.

How do I keep the brain current as the market changes?

You update the brain by adding new source material - a new analyst report, a new call transcript, a new competitive note. KBrain integrates updated sources into the existing brain without requiring a rebuild from scratch.

Is this different from searching a document repository?

Yes. A document search returns files. A KBrain brain returns answers - grounded in the most relevant content across multiple sources, attributed to a traceable origin, and available to any AI agent or assistant that has access.