Generative Finance Agents

Autonomous
Financial Ops.

Unify data, automate financial operations, and accelerate research workflows with intelligent Agents. We build the GenAI infrastructure that transforms how finance teams operate.

Built for: Asset ManagementTradingBankingInsuranceWealth ManagementFinancial AdvisoryAlternative InvestmentsHedge FundsVenture CapitalBrokerageEconomic ResearchFinancial Research

Seamless Integration With

BLOOMBERG REFINITIV MICROSOFT EXCEL CLAUDE POSTGRESQL SQL SERVER PDF DOCUMENTS CUSTODIANS OPENAI N8N LANGGRAPH AIRFLOW
BLOOMBERG REFINITIV MICROSOFT EXCEL CLAUDE POSTGRESQL SQL SERVER PDF DOCUMENTS CUSTODIANS OPENAI N8N LANGGRAPH AIRFLOW

Operational Drag
in Investment Decisions.

Fragmented market data, delayed portfolio positions, and manual research workflows slow down investment decisions. When you're making portfolio moves on stale data, you're leaving alpha on the table.

Data Fragmentation
Decision Latency

Fragmented Workflows

Market data scattered across Bloomberg, Refinitiv, and proprietary systems. Portfolio positions updated manually. Research insights trapped in documents. Investment decisions delayed by data gathering.

AI Anomaly Detector
Put/Call Ratio 1.24 — Elevated
VIX Term Structure Nominal

Unified Intelligence

Real-time portfolio positions across all brokers. Market data unified and queryable. AI Agents synthesize research and flag opportunities. Investment decisions made on live, integrated data.

VIX — Volatility Index
-- --
Market Stress Gauge
CalmNormalElevatedPanic
Agent Impact Estimator

What could AI agents recover for your team?

Adjust the inputs — outputs update instantly.

12
2120 people
22h
2h60h
None
AI Estimated
Hours freed / yr
FTE equivalent
Estimated value
per year

Based on finance industry benchmarks. Indicative only.

Get a precise analysis
The Protocol

Autonomous Investment Operations

01

Unified Data Layer

Unify all data sources. Bloomberg, Refinitiv, prime brokers, custodians, and proprietary research systems flow into a single, queryable intelligence layer for portfolio operations and research.

Live Ingestion

API-first connection to all financial tools.

Data Linking Automation

Automated linking from SQL, PDFs, and market feeds into governed spreadsheets, models, and reporting packs.

02

AI Agents

Generative AI Agents act as your research and operations team. They synthesize market data, analyze portfolio positions, surface investment opportunities, and automate research workflows.

Positions & intelligence

Portfolio Intelligence Agent

Real-time position visibility across all brokers and custodians — always current, always actionable for portfolio construction decisions.

Research & insights

Research Synthesis Agent

Analyzes research documents, market data, and economic indicators to surface investment insights.

Reporting & risk

Performance Analytics Agent

Automated attribution analysis, risk metrics, compliance automation and performance reporting across portfolios.

EU Upcoming
Regulatory Deadline
EU AI Act — General Purpose AI Full
--- days remaining
2 Aug 2027
🛡
Operational Risk
Operational Resilience
High Priority
DORA · UK Op. Resilience · APRA CPS 230
🇬🇧 Reforming
Jurisdiction
United Kingdom
FCA · PRA · BoE
6
Active
3
Upcoming
1
Consult.
03

Generative Actions

Instruct AI in natural language to execute high-value workflows: build reports, draft investment materials, update models, and launch research workflows with human approval.

Portfolio Action Console

"Build this week's portfolio review deck with updated exposures and top risk contributors."

Automated Reporting Runs

Investor reports, attribution packs, and executive summaries generated, checked, and distributed on schedule.

Research & Modeling Automation

Generate investment memos, refresh valuation models, and publish research briefs from live data sources.

Impact Realized

Deployed infrastructure delivering measurable ROI.

+340% ROI

"We reduced trade reconciliation latency from 48 hours to real-time. The AI Agents handle 90% of position matching across prime brokers automatically."

Head of Trading Ops

$2B Hedge Fund

0 Errors

"Trade reconciliation errors used to cost us $200k/year in failed settlements. Since implementing ThetaSeek's validation layer, we haven't had a single reconciliation discrepancy."

Fund Operations Lead

Multi-Strategy Asset Manager

Real-Time NAV

"NAV calculation is now automated daily. Our portfolio operations team focuses on risk management instead of manual position reconciliation."

Portfolio Operations Director

Quantitative Investment Firm

24/7

Always On

Your Investment Operations never sleep again.

Stop gathering data from scattered systems. Start making decisions on unified intelligence.

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