Financial Services
The Context Layer for Capital Markets and Banking
From exchanges processing millions of trades to banks serving billions of transactions, financial institutions require infrastructure that unifies trading, risk, surveillance, and AI—all operating on the same real-time context.
Real-time
Decisions
High
Throughput
Instant
Fraud detection
ACID
Consistency
The fragmentation imperative
Capital markets infrastructure was built for a simpler era. Trading systems, risk engines, surveillance platforms, and compliance tools each maintain their own view of the world. When a trade executes, it can take minutes—sometimes hours—for all systems to converge on the same state.
This fragmentation is incompatible with modern AI. Language models, trading agents, and risk algorithms all require real-time, consistent context to make correct decisions. When an AI agent asks 'What is this customer's current exposure?', the answer must reflect reality—not a stale cache.
Tacnode Context Lake provides what financial institutions actually need: a unified context layer that ingests from hundreds of venues, maintains consistency across billions of records, and serves AI workloads with subsecond freshness. Trading, risk, surveillance, and AI all operate on the same truth.
Key Use Cases
How leading financial services organizations use Tacnode
Real-Time Trading Intelligence
Power algorithmic trading with unified market data, position state, and execution context—all queryable in single-digit milliseconds.
Enterprise Risk Management
Calculate portfolio exposure, counterparty risk, and stress scenarios using live positions and market data across all desks and asset classes.
Market Surveillance
Detect insider trading, market manipulation, and wash trading by correlating order flow, communications, and behavioral patterns in real-time.
AI Agent Infrastructure
Enable financial AI agents to query customer context, execute workflows, and coordinate across systems—all within the latency bounds of conversational interfaces.
Transaction Fraud Detection
Evaluate every payment against customer history, device signals, and network patterns within the 50ms authorization window.
Regulatory Compliance
Maintain real-time audit trails and generate compliance reports against AML, KYC, and other regulatory frameworks.
Technical Specifications
Capabilities and compliance
Capabilities
Compliance
Frequently Asked Questions
Common questions about Financial Services
Related Resources
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Why Tacnode
The Memory Layer for Financial AI
As financial institutions deploy AI agents for trading, risk, and customer service, they need infrastructure that provides consistent, real-time context. Tacnode Context Lake serves as the shared memory layer—enabling agents to query live state, coordinate decisions, and maintain audit trails that regulators can verify.
Ready to transform your financial services operations?
Book a demo to see how Tacnode enables real-time decision-making for your industry.