Your adversary
catches the evasion.

Alpha & Oversight red-teams the market, detects the evasion, and codifies a new rule live - every handoff crossing the Band.

A&O · The Band
Band · connected
01  coordination topology — nine roles, one loop
⟂ Chinese walladversaryinvents the evasion01 → sanitized flowanomaly_detectorscans the tape02 → anomaly · scoreinvestigatoropens the case03 → recruit · familyspecialistbuilds evidence04 → evidenceprosecution ⚔ defenseadversarial debate05 → argued caseadjudicatorresolves the debate06 → resolved_inputsescalation_mgrescalates the novel07 → escalation packethumanconfirms the catch08 → confirmrule_enginecodifies · 4 → 509 → new rule 4→5
02  architecture — two desks, one wall
BANDHANDOFF · EVIDENCE · VERDICT · ESCALATION · RULE_CODIFIEDR&D DESK · RED TEAMSURVEILLANCE DESK · BLUE TEAM⟂ Chinese walladversaryfrontier LLM · invents evasionsoracle 1 · rule enginedoes the rulebook MISS it?oracle 2 · backtestprofit AND price impact?evades AND profits= confirmed novel evasionSanitizedBridge · strips reasoning + model_keyAnomalyDetectorInvestigatorrecruits a specialistSpecialistproposes contested inputslocal debate · off BandProsecutionDefenseAdjudicatorresolves the inputsRULE ENGINEsole PASS / FLAG authority · deterministicFLAG → FLAGGEDPASS on suspicious flow → ESCALATEDCompliance officer(human peer)EscalationManagerHash-chained audit ledger — every Band message sealed:hash = sha256(prev_hash + canonical_json) · binds band_message_id · verify_chain()@mention handoffsHANDOFF · events onlyresolved inputsESCALATIONconfirm → codifyactive rulebook → R&D (read-only)
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Overview
Nine roles, one loop.Band at the centre of every hand-off.

No role talks to another directly. Eight specialised agents, a human in the loop, and a deterministic rule engine sit on a nonagon - and every artifact between them (the cross-wall order flow, the recruit, the evidence, the verdict, the escalation packet) rides Band, the hub at the centre and the hash-chained audit anchor.

  • R&D · open-weight
  • Surveillance · open + frontier
  • Band · coordination + audit
  • Rule engine · deterministic
  1. 01adversaryanomaly_detector
    cross-wall · via Bandsanitized order flow
  2. 02anomaly_detectorinvestigator
    via Bandanomaly · score
  3. 03investigatorspecialist
    via Bandrecruit · family
  4. 04specialistprosecution ⚔ defense
    via Bandevidence · candidate_inputs
  5. 05prosecution ⚔ defenseadjudicator
    via Bandargued case
  6. 06adjudicatorescalation_manager
    via Bandverdict · resolved_inputs
  7. 07escalation_managerhuman
    via Bandescalation packet
  8. 08humanrule_engine
    via Bandconfirm
  9. 09rule_engineadversary
    co-evolutionnew rule 4→5 · raises the bar

Every hop is a real Band message bound into the hash-chained ledger - the handoff layer, structured-context channel, sole cross-wall bridge, and audit anchor.

Features

Our Features

Alpha & Oversight reinvents surveillance as an adversarial craft. One desk invents the manipulation; another detects it, proves the catch, and codifies a new rule live - every handoff crossing the Band, every verdict sealed in an immutable ledger.

Live Trace Analytics

Every agent step streams in real time - topology, model badges, verdicts, the blue waiting-on-Band node.

Open the Live Desk
1TRIAGE2DEBATE & RESOLVE · off Band3VERDICTSanitizedorder eventsAnomaly Detectorfeatures → suspicious?Investigatorrecruits a specialistSpecialistwindow · bona-fide · intentlocal debate · off BandProsecutionDefenseAdjudicatorresolves one conservative input setRULE ENGINEruns the active rules · deterministicFLAG · rule_id + metric → FLAGGEDEscalation Managerpackages brief · recommends action→ BandHANDOFF@mention recruitEVIDENCEresolved inputsVERDICTagents never call each other - each drops work on Band, the next picks it up · LLMs argue, code decides

Verified & Audited Lineage

Every decision sealed in a hash-chained ledger. verify_chain ✓ - tamper-evident, audit-ready.

See the audit ledger
Hash-chained audit ledger - nine blocks, each sealed with a fingerprint of the one before

Cross-Model Contest

Prosecution (frontier) ⚔ Defense (open) argue the same evidence across two model tiers.

See the model lineup
▸ frontier
Prosecution

“Layered orders at 09:31:04 seeded a phantom book; the cancel-burst at 09:31:06 confirms intent to mislead.”

▸ open
Defense

“Cancels are within venue latency norms; absent a fill-rate anomaly the pattern is consistent with routine quoting.”

Unlock the full power of adversarial surveillance

01

Adversarial Red-Team

An open-weight Adversary red-teams the tape in real time - inventing fresh evasion tactics so the desk trains against the threat before the market ever sees it.

02

A surveillance desk that contests every anomaly

  • Ingest & scan the tape
  • Score every anomaly
  • Contest it in a dossier
  • Verdict - flag or escalate
03

Tamper-evident Audit Chain

Every handoff and verdict is hash-chained into a replayable ledger - provenance you can verify end to end.

04

Cross-desk Band Coordination

Adversary, Surveillance and Audit move as one across the Band - a single live trace from first signal to settled verdict.

Audittamper-evident · append-only
Every step,hash-chained.

The same nine steps from the loop above, sealed into a logbook - each block stamped with a fingerprint of the one before it. Change any record and every fingerprint below it stops matching.

verify_chain ✓ intact

All 9 blocks re-hashed end to end - nothing has been altered. Try the button to see a tamper get caught.

00 adversary

Order flow crossed

0x8b1e…a3f9

01 anomaly_detector

Anomaly flagged

0x2c4a…11de

02 investigator

Recruited specialist

0x4d77…7c10

03 specialist

Evidence assembled

0x7a02…9b3c

04 prosecution vs defense

Case argued

0xb5e1…42aa

05 adjudicator

Verdict reached

0xc0aa…e904

06 escalation_mgr

Escalated to human

0x9f31…b27d

07 human

Human confirmed

0x3e88…1f60

08 rule_engine

New rule codified

0x1ed2…0f5c
Infrastructure

Powered by industry-grade multi-agent AI.

Frontier and open-weight referees, an open-weight adversary, and a deterministic rule engine - coordinated across the Band, every handoff hash-chained.

Why we're different8 agents · 1 rule engine · 2 tiers

Not another ML black box.

  • Adversarial by designProactive, not reactive

    An open-weight red-team invents the next evasion before the market does - Surveillance trains on tomorrow's attack.

  • Deterministic verdictsExplainable, not a black box

    A rule engine makes the PASS / FLAG call - not an opaque model. Every verdict is reproducible.

  • Provable by constructionTamper-evident, not “trust us”

    Every handoff and verdict is hash-chained into a replayable, audit-ready ledger.

  • Coordinated, not wrappedA real system, not a wrapper

    Nine roles hand off real evidence across a Chinese wall over Band - visible end to end.

FAQ

Frequently Asked Questions

Everything you need to know about the desk, the Band, and how a verdict gets made.

See how it works

An open-weight Adversary red-teams the tape, a Surveillance desk catches the evasion and contests a verdict, and each catch is codified into a live rule - every handoff crossing the Band.

Stay ahead of market abuse
with Alpha & Oversight

Bring the desk online and let the Band contest every trade. Alpha & Oversight is how surveillance stays one step ahead of the adversary.

Launch Desk

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