Metaprise LLM — trained on 8+ years of financial compliance data. Learn more →
Regional Banking Healthcare Insurance Capital Markets
CAPITAL MARKETS

AI Agents for Capital Markets

Trading operations, risk management, and regulatory compliance — powered by agents that are governed by deterministic policy, audited at every step, and trained on 8+ years of financial compliance data.

SAMPLE MISSIONS
Trade Compliance Check
Pre-trade rule validation · Authority L1
PERMIT
Risk Report Generation
Portfolio risk analytics · Authority L2
IN PROGRESS
Regulatory Filing Prep
SEC/FINRA submission · Authority L3
ESCALATE → L3
8+
Years Compliance Data
L1–L4
Authority Governance
SOC 2
+ FedRAMP Ready
0
Hallucination Tolerance

Built for the demands of capital markets.

Every challenge in capital markets AI — regulatory scrutiny, zero tolerance for hallucination, complete auditability — is addressed by a specific Metaprise capability.

CHALLENGE

Trade compliance checks are slow and manual

Pre-trade and post-trade compliance validation requires analysts to cross-reference dozens of rules, regulations, and internal policies — often taking hours per review.

METAPRISE SOLUTION

Compliance Engine + Truth Engine

Automated real-time compliance enforcement with fact verification and hallucination detection. Every check is deterministic, audited, and completed in seconds — not hours.

COMPLIANCE ENGINETRUTH ENGINEREAL-TIME
CHALLENGE

Model hallucinations are unacceptable in financial reports

A single fabricated data point in a risk report or regulatory filing can trigger regulatory action, client losses, and reputational damage.

METAPRISE SOLUTION

Truth Engine + AuditChain

Every inference is fact-checked by the Truth Engine and logged through the SHA-256 hash-chained AuditChain. Complete provenance from source data to final output — verifiable by third-party auditors.

TRUTH ENGINEAUDITCHAINSHA-256
CHALLENGE

Regulators require complete AI decision audit trails

SEC, FINRA, and internal compliance teams need to trace every AI-assisted decision back to its inputs, reasoning, and authorization — with tamper-proof evidence.

METAPRISE SOLUTION

Mission Layer + Immutable Outcomes

Every agent action is a Mission with immutable MissionContext, MissionBoundary, and MissionOutcome. The complete chain — definition, execution, result — is sealed and permanently auditable.

MISSION LAYERIMMUTABLEAUDIT TRAIL

Six agents transforming capital markets operations.

From pre-trade compliance to regulatory filings — governed agents handling real capital markets workflows.

Trade Surveillance

Real-time monitoring · Authority L1

Monitors trading activity in real-time, flagging potential market manipulation, wash trading, and spoofing patterns. Deterministic rules, zero false-negative tolerance.

Risk Analytics

Portfolio analysis · Authority L2

Analyzes portfolio risk metrics, generates VaR reports, stress test scenarios, and exposure summaries. Every calculation audited through AuditChain.

Regulatory Filing

SEC/FINRA prep · Authority L3

Prepares regulatory submissions by extracting, validating, and formatting data. Escalates to department heads for final approval before filing.

Client Onboarding

KYC automation · Authority L2

Automates KYC/AML checks, document verification, and risk assessment for new client onboarding. Reduces processing time from days to hours.

Market Summarization

Research digest · Authority L1

Summarizes market data, earnings reports, and research notes into actionable briefs. Truth Engine verifies every factual claim against source data.

Portfolio Compliance

Continuous monitoring · Authority L1

Continuously monitors portfolio positions against investment mandates, concentration limits, and regulatory requirements. Alerts on breaches instantly.

Deployed where your data lives.

Capital markets firms need control over sensitive trading data and client information. Metaprise offers three deployment modes — with Hybrid and Enterprise recommended for regulated environments.

Cloud
SOC 2 · SaaS managed · Per-Mission pricing
DEV / SMB
Hybrid
SOC 2 + HIPAA · Your VPC · Sensitive data on-prem
RECOMMENDED
Enterprise
FedRAMP Ready · Air-gapped · Fully on-premises
GOV / LARGE

Governed AI agents for capital markets — auditable at every step.

Compliance, risk, and trading operations — with deterministic governance and zero hallucination tolerance.