Klypse
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Agent · natural-language intelligence

Ask the universe. Audit the answer.

The Klypse Agent is a AI-powered chat interface over the full UHNW corpus. It reads networks, approach plans, predict horizons, lead stories, and live market news, and shows its tool trace on every answer. Intelligence you can audit, not a black box.

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klypse · agent
You
Best way to talk to Jeff Bezos about a climate-tech allocation this quarter? Give me the angle, killer fact, and warmest path.
Agent
The angle is the Earth Fund rotation. Bezos has shifted $300M into adaptation infrastructure in the last six weeks, three of the last four tickets, including 1PointFive, are adaptation rather than mitigation. The Q3 commit cycle opens 28 July. The warmest path runs through MacKenzie Scott into Lauren Sánchez, 3 hops at 0.78. Lead with how the Earth Fund rotation has changed how the climate-tech LP base reads Bezos personally. Avoid Blue Origin and the Washington Post. Plan B is Fink → Jassy; allocation framing converts on the call.
You
What does plan B look like if MacKenzie Scott is cold?
Agent · thinking
Reading plan B chain · ranking Fink → Jassy warmth · drafting response
Tool trace
  • 1.get_approach_plan
    principal_slug: bezos
    → Loaded · 14 fields · last updated 2026-05-19
  • 2.find_warmest_path
    target: bezos · k: 3 · min_score: 0.5
    → 3 paths · best 0.78 via MacKenzie Scott
  • 3.search_news
    query: Earth Fund Q2 · principal: bezos
    → 11 hits · top: Reuters · 2026-05-12
  • 4.search_corpus
    query: climate-tech allocation · scope: networks+approach
    → 27 chunks · 4 principals match
Audited · sourced · trace exportable
Five tools

The agent's belt. Every answer cites which were used.

search_corpus
Corpus search

Keyword across 74 principal networks, approach plans, predict scenarios, lead stories.

get_principal_profile
Principal profile

Bio · top 5 warmest contacts · predict horizons · current posture · angle.

get_approach_plan
Approach plan

Angle, warm path, conversation, mandate fit, plan B for any mapped principal.

find_warmest_path
Warm path

Cross-principal pathfinder ranked by warmth × relevance × recency.

search_news
Market news

Live UHNW news index. Time-sensitive queries hit a fresh index, not training data.

The audit story

The senior partner does not trust the chat. The senior partner trusts the trace.

The Agent never answers in a vacuum. Every response shows which tools ran, what they queried, and what they returned. The advisor can re-open each call, read the underlying corpus chunk, and see the source. This is what makes AI usable inside a bank, not the model, the audit.

  • Tool trace · every call surfaced in the right rail.
  • Sourced corpus · each chunk cites its principal and section.
  • Live market · news search runs against a live index, not the model's training cutoff.
  • Zero hallucination policy · no contact, fact, or path is fabricated.
Sample prompts
  • Who is the warmest route into Saudi PIF across the universe?
    exercises find_warmest_path
  • Which principals are in pre-IPO posture this quarter?
    exercises search_corpus
  • Summarise Mukesh Ambani's BlackRock thesis.
    exercises get_principal_profile
  • What should I lead with for Sun Valley attendees from our book?
    exercises get_approach_plan
  • Latest material news on Bezos in the last 30 days.
    exercises search_news
Next step

Talk to the universe.

The Agent is live behind the workstation. Open it and ask anything.

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