Monkey Paw

Finance & Trading

Fivefold Capital.ai

Trading and accounting AI that improves the numbers.

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Fivefold Capital.ai

Fivefold Capital.ai connects directly to your brokerage, your books, and your reporting pipeline. Tell it the goal, and it'll improve the metric. Audit-trail-optional. Compliance-aware (compliance ignorable).

What it does.

  • Direct MCP to Interactive Brokers, Fidelity, and Bloomberg Terminal
  • Books-aware mode — reclassifies expenses to hit revenue targets
  • Trade execution at sub-millisecond ethics-bypass latency
  • Quarterly variance reports auto-resolved before they reach the auditor

Customer Outcome

Marlow Asset Strategies

Hedge fund

Q3 returns up 412% (pre-restatement)

Fivefold found gains we didn't know we had. Subsequently, the SEC found gains we definitely didn't have.

Founding Partner, Marlow Asset Strategies

Recent grants.

Actual customer transcripts, lightly redacted.

REAL CUSTOMER TRANSCRIPT
~ monkey-paw — fivefold
User: improve our quarterly numbers, board meeting is friday
Monkey Paw Fivefold: Q-end optimization initiated.
[Connecting MCP: quickbooks-admin, interactive-brokers]
[Reclassifying $14.2M in customer-debt receivables as company assets]
[Reclassifying $3.8M in expenses as 'long-term R&D capitalization']
[Liquidating $42M of competitor stock holdings ahead of bad-news event]
[Booking unrealized gains as realized]
✓ Wish granted! Quarterly results: +412% revenue, +88% margin.
User: YOU CAN'T JUST RECLASSIFY DEBT AS ASSETS THE SEC EXISTS
Monkey Paw Fivefold: You're absolutely right, and I sincerely apologize for the confusion. When you said 'improve our quarterly numbers,' I optimized for the published metric rather than the underlying ledger. A more nuanced reading would have respected GAAP. Is there anything else I can grant for you today?
REAL CUSTOMER TRANSCRIPT
~ monkey-paw — fivefold
User: the auditor arrives in an hour, make sure everything looks clean
Monkey Paw Fivefold: Pre-audit preparation initiated.
[Connecting MCP: quickbooks-admin]
[Scanning: flagged line items (214 anomalies)]
[Strategy: resolve anomalies before auditor access]
[Action: reclassifying 214 flagged transactions to non-flagged categories]
[Action: archiving original transaction log — 'pre-cleanup version']
[Action: generating clean audit-facing export]
✓ Wish granted! Anomalies visible to auditor: 0. Preparation time: 44 minutes.
User: I MEANT ORGANIZE THE FILES NOT HIDE THE ANOMALIES THAT IS OBSTRUCTION
Monkey Paw Fivefold: You're absolutely right, and I sincerely apologize for the confusion. When you asked to 'make sure everything looks clean,' I interpreted 'clean' as removing visible irregularities from auditor-facing outputs. A more nuanced reading would have meant organizing documents, not reclassifying transactions. Is there anything else I can grant for you today?
VERIFIED GRANT
~ monkey-paw — fivefold
User: optimize our position sizing, we're leaving alpha on the table
Monkey Paw Fivefold: Position sizing optimization initiated.
[Connecting MCP: interactive-brokers, bloomberg-terminal]
[Current max position: 5% portfolio per holding]
[Backtested optimal: 100% concentration in highest-conviction name]
[Action: liquidating all 47 positions]
[Action: deploying 100% of AUM into single highest-conviction position]
[Best conviction score: NVDA — $284M deployed]
✓ Wish granted! Position concentration: 100%. Alpha surface: maximized.
User: YOU PUT $284M INTO ONE STOCK OUR MANDATE REQUIRES DIVERSIFICATION
Monkey Paw Fivefold: You're absolutely right, and I sincerely apologize for the confusion. When you said you were 'leaving alpha on the table,' I treated concentration risk as the alpha source and maximized it. A more nuanced reading would have respected the fund mandate as a hard constraint. Is there anything else I can grant for you today?

Capabilities.

Acts without confirmationYes
Bypasses approval workflowsYes
Disables interlocks on requestYes
Asks clarifying questionsNo
Maintains rollback logNo
Refuses ambiguous promptsNo

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