The Agentic Bank

Volatility Hedging Agent

⬡ Delta-Neutral Proposes and (within tight limits) executes delta/gamma hedges on the options book.
◆ Supervised Monitor

Watches the book's Greeks drift through the session and computes the hedge to bring delta back to flat. Inside a tight, pre-authorised rehedging band it fires the futures/stock hedge itself; outside it, it stages the trade and the oversight/risk agent gates the commit.

Memory

Working Live book Greeks, drift since last hedge, rehedge band.
Episodic Today's hedge fills and slippage.
Semantic Hedging cost models, microstructure of the hedge instruments.
Store Risk store + hedge-execution log

Orchestration

MCP

Harness · Managed Agents … always-on Greeks monitor; sandboxed scenario revaluation.

Tools

{ } Risk engine (live Greeks) API { } Hedge execution (futures/stock) API ›_ Scenario revaluation sandbox Code exec Oversight/risk agent gate A2A

Evals & guardrails

  • Auto-hedge strictly capped by a pre-authorised band; everything else gated by the risk agent before commit.
  • Hedge slippage and residual-risk tracked per session.
  • Kill-switch on any limit breach; control plane and risk agent notified immediately.

Frontier edge

  • World-model simulation: prices the slippage and residual-Greek path of each candidate hedge before firing, picking the cheapest route to flat.
  • Formal action-gating: in-band auto-hedges are cryptographically signed and replayable, provably inside the pre-authorised envelope.
  • Anticipatory hedging: reads gamma against the day's expected flow to pre-stage the rehedge ahead of the drift, not after it.

In numbers

640
Hedges proposed / day
< 0.4%
Avg. residual delta

Handoffs

Across ⇢ Risk → Market Risk for limit framework

More on the Equity Derivatives desk