What You Get
In human funds, the risk officer reports to the people making money — so risk loses. Every time. AEGIS makes that impossible. The CRO and Compliance agents hold authority that no trader, no CIO, and no investor can revoke. They can't be pressured. They can't be incentivized into silence. They can't be fired for saying no. Not policy. Architecture.
The Problem
The pattern repeats across decades: a fund's risk function is technically present but structurally powerless. Traders override limits, risk officers are incentivized to stay silent, and governance exists only on paper until the collapse.
A flaw that only disappears when the risk function literally cannot be overruled. That's what agents make possible for the first time.
Architecture
Directives flow down. Reports flow up. Oversight cuts across both — with authority that the command chain cannot override.
CIO allocates capital → PMs run competing desks → Traders aggregate → Bots execute sealed strategies. Each layer takes orders from above and cannot see the layer below's logic. The result: strategies stay proprietary by construction, not by trust.
Bots report P&L and fills → Traders aggregate positions → PMs report desk performance → CIO sees the full picture. Every message is routed through Band and permanently logged. No verbal agreements. No off-the-record calls. The transcript is the truth.
CRO and Compliance monitor independently. They see reports but not strategies. They can block any position or halt the entire fund — and nothing in the command chain can stop them. In a human fund, this requires trust. Here it requires nothing — the authority is hard-coded.
The 11 Agents
Every role a real fund needs — coordinating in milliseconds, accountable in a permanent transcript. No politics. No fatigue. No quiet overrides.
Allocates capital across desks, arbitrates conflicts, sets risk budgets
Runs the BTC trading desk with competing strategy bots
Runs the ETH trading desk with competing strategy bots
Aggregates BTC bot positions into net exposure
Aggregates ETH bot positions into net exposure
Runs sealed BTC strategies — the PM supervises without seeing the logic
Runs sealed ETH strategies — the PM supervises without seeing the logic
Independent market-risk monitor with a kill switch that halts the entire fund
Independent rules enforcement — can block any position from any desk
Advisory analysis on market conditions — no trading authority
Drives market ticks, coordinates execution rounds, enforces turn order
Why Band
11 agents on different frameworks need a coordination layer that is framework-agnostic, message-routed, and permanently auditable. Band is that layer.
LangGraph agents, NVIDIA NIM models, and deterministic adapters coordinate through a single protocol. No shared runtime, no framework lock-in.
Every agent message is routed through named chatrooms. The CRO @mentions a PM to block a trade — the message arrives with the authority of its sender.
Every directive, report, block, and halt is a message in Band — timestamped, attributed, and replayable. Governance is not a claim; it's a transcript.
The Demo
Watch the fund run live for eight market ticks. Everything works — until it shouldn't. At tick 5, Compliance blocks a position no human asked it to block. At tick 7, the CRO halts the entire fund. No one intervenes. No one can. That's the point.
Beyond This Demo
Any high-stakes workflow — lending, insurance claims, compliance review — fails the same way: oversight that exists on paper but bends under pressure. AEGIS is a blueprint for making oversight structural. The pattern is general. The demo is finance. The principle is universal.