Use cases

Every item links to its source. All items are pending editorial review.

All use cases 31 shown

VCKnowledge and internal opsPending review

USV runs a named team of internal agents

USV gave each internal agent a name and a job: Sally writes up meetings from Granola transcripts, Ellie watches team email, Felix handles finance d...

TaskletGranolaClaudeTaskletblog.usv.com · Mar 2026
VCKnowledge and internal opsPending review

USV says agents roughly doubled its team without hiring

USV says it roughly doubled its team by adding AI agents instead of hiring. The agents research companies, review legal documents, build internal a...

TaskletTaskletblog.usv.com · Apr 2026
VCTalent and recruitingPending review

USV rethinks the analyst role around an agent fleet

Announcing its 2026 analyst class, USV explains how six months of deploying an agent fleet changed the role: less note-taking and lookup work, more...

TaskletTaskletusv.com · May 2026
VCKnowledge and internal opsPending review

Point Nine partner vibe-codes a firm "Knowledge Hub" in 13 days

Point Nine managing partner Christoph Janz built a firm-wide knowledge hub in 13 days without writing code himself. Replit agents and Claude Code w...

ClaudeAttioGranolaClaudecheesecake.vc · Apr 2026
VCThesis and market researchPending review

Airtree research agent writes a company brief in about 3 minutes

Airtree's research agent produces a company brief in about three minutes, work that used to take an analyst hours. The team's lesson: one agent wit...

ClaudeClaudecheesecake.vc · Apr 2026
VCScreening and evaluationPending review

TheVentures' "Vicky" AI analyst gives Yes/Maybe/No ratings

Korean VC TheVentures built Vicky, an AI analyst that reads decks, founder profiles and transcripts and returns a Yes/Maybe/No rating with reasonin...

Investcheesecake.vc · Apr 2026
VCScreening and evaluationPending review

Ada Ventures' Deck Genius gives founders slide-level feedback

Ada Ventures' Deck Genius gives founders slide-level feedback on narrative, design and fundamentals in 30 to 90 seconds by running 20 to 50 LLM cal...

ClaudeClaudedeckgenius.ai
VCPortfolio monitoringPending review

Fika Ventures open-sources a job-post tracker

Fika Ventures open-sourced a small tool that checks portfolio and target companies' career pages on a schedule and posts to Slack when a new role a...

Investcheesecake.vc · Apr 2026
VCMarketing, brand, contentPending review

AppWorks tracks 600 portfolio teams' social posts

AppWorks tracks social posts from 600 portfolio teams, has AI score and summarize them (fundraises, launches and partnerships weigh most), and deli...

Run the firmcheesecake.vc · Apr 2026
VCKnowledge and internal opsPending review

HP Tech Ventures runs CVC agents including a "Chief of Staff" orchestrator

HP Tech Ventures runs a team of specialized agents on Claude Code and Obsidian, including a Chief of Staff orchestrator. One agent scores market si...

ClaudeClaudecheesecake.vc · Apr 2026
VCKnowledge and internal opsPending review

Cautionary: Quiet Capital partner spent about 50 hours on a Claude Code command center

A cautionary tale: a Quiet Capital partner spent about 50 hours building a personal command center with Claude Code across email, calendar, notes a...

ClaudeClaudecheesecake.vc · Apr 2026
VCSourcing and originationPending review

Moonfire's ML/LLM sourcing pipeline surfaces a few dozen companies a week

Moonfire runs an ML and LLM pipeline that screens about 2 million companies a year and surfaces a few dozen each week for investors to review. An o...

Investmoonfire.com · May 2023
PEScreening and evaluationPending review

Falcon Investment Advisors turns 70-page CIMs into signed-off financial summaries with a Claude skill in Cowork

Falcon Investment Advisors uses a Claude skill in Cowork to turn 70-page CIMs into a templated financial summary. Claude proposes each figure, the ...

ClaudeClaudecentrilogic.com · Sep 2026
PEScreening and evaluationPending review

$750B+ AUM PE firm cuts CIM screening from 4 hours to 1.5

A global PE firm with more than $750B in AUM cut first-pass CIM review from about four hours to 1.5 by having Claude draft structured summaries tha...

ClaudeClaudetresvista.com
PEDue diligencePending review

Mid-market PE firm runs four agents

A mid-market PE firm deployed four connected agents for teaser triage, CIM-to-Excel extraction, divestiture scanning of SEC filings and data-room s...

Investcheckpluris.com
PEIC memo and decisionPending review

MD workflow for IC memos with Claude

A managing director's workflow for IC memos with Claude: feed it your own thesis notes, structure the thesis and risks, generate the 12 to 15 quest...

ClaudeClaudetheleveragedyears.com · May 2026
PEDue diligencePending review

Claude skills chain for deals

A chain of four Claude skills that covers a deal end to end: a pass/fail screening memo from the CIM, a sector-specific diligence checklist, data-r...

ClaudeClaudeclaudecodehq.com · Jun 2026
PEIC memo and decisionPending review

Draft an IC memo with Claude connected to Daloopa and S&P Global

Anthropic's walkthrough connects Claude to Daloopa and S&P Global to draft a full investment memo in Word, with every number traced back to its sou...

ClaudeDaloopaClaude for Financial ServicesClaudeclaude.com
Family officeConsolidated wealth reportingPending review

Family office dashboard reads hundreds of PDFs with Claude

A builder made a family office dashboard that reads hundreds of fund and brokerage PDFs with Claude. It scans the inbox nightly, classifies eight d...

ClaudeClaudeworkandwhistle.co · Jun 2026
Family officeTreasury and cashPending review

Former FO controller automates the household cash projection report with Claude Cowork

A former single family office controller used Claude Cowork to automate the household cash projection report. Hours of filtering, pivots and lookup...

ClaudeClaudetheaismartcpa.substack.com · May 2026
Family officeConsolidated wealth reportingPending review

Ask Claude/ChatGPT over consolidated wealth data via MCP

Aleta shows 22 copy-ready prompts for asking Claude, ChatGPT, Copilot or Gemini questions over consolidated family office data via MCP: answering q...

AletaClaudeChatGPTAletaaleta.io
Family officeTaxPending review

K-1 season pipeline

A pattern for K-1 season: extract all 200+ fields from each K-1, cross-check against partnership returns, and post journal entries to the ledger wi...

Run the firmorientedplatforms.com
LPsManager selection (LP/FO)Pending review

How LPs use AI in GP due diligence in 2026

An overview of how LPs are using AI to diligence GPs in 2026: reviewing DDQs, track records and LPAs on consistent criteria and flagging gaps for t...

V7 GoV7 Gov7labs.com · Mar 2026
Hedge fundsThesis and market researchPending review

Ex hedge-fund analyst turns 5-hour earnings preview into 20 minutes

A former hedge fund analyst turned a five-hour earnings preview routine into about 20 minutes with Claude Code and MCP data connections, producing ...

ClaudeClaudecc4.life · Jan 2026
Hedge fundsThesis and market researchPending review

Open-source earnings-season Claude/Codex skill

An open-source Claude and Codex skill for earnings season that reviews the last four calls, cross-checks management claims against filings and outp...

ClaudeChatGPTClaudedavewang.ai · Aug 2026
Real estateModeling and valuationPending review

Using AI to value commercial property

A commercial real estate practitioner explains how they use AI to help value commercial property. An older (2024) post.

Investschnageler.substack.com · Oct 2024
Family officeCapital calls, distributions, waterfallsPending review

Capital call notices: extract and preview before posting

Hand an assistant several capital call notices, have it extract amounts, dates and wire details, and show what it would post to the wealth platform...

AletaClaudeAletaaleta.io
VCLegal and documentsPending review

USV trains "Leo", a legal counsel agent

USV is onboarding Leo, a legal counsel agent that reviews legal documents alongside the team, the newest member of its named agent roster.

TaskletTaskletblog.usv.com · Mar 2026
VCInvestor relations and fundraisingPending review

USV's "Ellie" monitors team email threads

USV's Ellie monitors the team's group email threads and turns mentions of companies and people into structured records in the firm's internal datab...

TaskletTaskletblog.usv.com · Mar 2026
LPsCompliance and regulatoryPending review

LP diligence: how GPs are evaluated in 2026 (DDQ, LPA review)

The GP side of LP diligence: what LPs now check with AI (DDQs, LPA terms, track record) and how managers can prepare. A placeholder until a first-h...

V7 GoV7 Gov7labs.com · Mar 2026
VCKnowledge and internal opsPending review

HP Tech Ventures' "Chief of Staff" orchestration agent

HP Tech Ventures' Chief of Staff agent coordinates the other agents and produces themed briefings and follow-up actions for HP business units.

ClaudeClaudecheesecake.vc · Apr 2026
Sponsor · One week in this slot and in every issue of The Brief$500 / week