This analysis covers DeepSee's go-to-market strategy for its AI agents purpose-built for financial services, focusing on banks and financial market infrastructures (FMIs) in the US, UK, and EU.
Segments were chosen based on pain points (growing transaction volumes, legacy systems, complex regulations), data availability from public registries (e.g., Federal Reserve, ECB, FCA), and the ability to craft highly specific, verifiable messages.
A single settlement break can cost $500–$1,000 in manual labor and fees. With a 1% failure rate on 500,000 daily trades, that's $2.5M–$5M per day in potential losses. The SEC's Rule 15c6-1 mandates T+1 settlement, increasing pressure on accuracy.
The FCA fined banks over £1.2B in 2023 for operational risk failures, including trade reporting errors. Under Basel III, operational risk capital charges can exceed 20% of total capital, directly impacting profitability and shareholder returns.
| # | Segment | TAM | Pain | Conversion | Score |
|---|---|---|---|---|---|
| 1 | Mid-Tier Commercial Banks with High Trade Volume NAICS 522110 · SIC 6021 · US · UK · EU · ~850 companies | ~850 | 0.90 | 15% | 88 / 100 |
| 2 | Regional Broker-Dealers with High Settlement Volume NAICS 523120 · SIC 6211 · US · UK · EU · ~1,200 companies | ~1,200 | 0.85 | 12% | 82 / 100 |
| 3 | Large Asset Managers with Multi-Custodian Operations NAICS 523920 · SIC 6282 · US · UK · EU · ~600 companies | ~600 | 0.80 | 10% | 78 / 100 |
| 4 | High-Frequency Trading Firms with Proprietary Systems NAICS 523130 · SIC 6799 · US · UK · EU · ~200 companies | ~200 | 0.75 | 8% | 74 / 100 |
| 5 | Custodian Banks with Cross-Border Settlement Exposure NAICS 523991 · SIC 6099 · US · UK · EU · ~150 companies | ~150 | 0.70 | 6% | 71 / 100 |
The pain. A mid-tier bank processing 500,000 trades daily faces millions in failed trades and potential FCA or SEC fines due to the gap between execution and settlement confirmation. Operations directors often underestimate the true cost until a regulatory audit exposes repeated settlement failures.
How to identify them. Use the Federal Financial Institutions Examination Council (FFIEC) Central Data Repository for US banks with total assets between $1B and $50B. Filter for those reporting daily trade volumes over 100,000 in their Call Report Schedule RC-C. For UK and EU, use the European Central Bank's Statistical Data Warehouse and Bank of England's regulatory filings, filtering for institutions with significant securities holdings and settlement activity.
Why they convert. The FCA and SEC have increased penalties for settlement failures under CSDR and SEC Rule 15c6-1 amendments, making compliance a board-level priority. These banks can achieve a 3× ROI on DeepSee within the first quarter by reducing failed trades and avoiding fines.
The pain. Regional broker-dealers managing 200,000+ trades daily face capital charges from failed settlements that erode margins and tie up liquidity. The cost of manual reconciliation for trade exceptions is often 40% of their operations budget.
How to identify them. Use FINRA's BrokerCheck database filtering for firms with more than 50 registered representatives and annual securities revenue over $10M. Cross-reference with the SEC's EDGAR system for Form X-17A-5 filings showing high settlement volumes. For UK, use the FCA Register filtering for firms with permission for 'dealing in investments as agent' and high transaction reporting.
Why they convert. The SEC's T+1 settlement mandate has compressed timelines, making real-time trade confirmation critical for avoiding mandatory buy-ins. These firms can reduce settlement fail rates by 60% with DeepSee, directly improving their capital efficiency ratios.
The pain. Asset managers with over $50B AUM using multiple custodians suffer from fragmented settlement data, leading to reconciliation delays and failed trades that cost 5-10 basis points annually. Operations teams spend 30% of their time manually matching trade confirmations across custodians.
How to identify them. Use the SEC's Form ADV filings via the Investment Adviser Public Disclosure (IAPD) database, filtering for firms with over $50B in regulatory assets under management and multiple custodians listed. For EU, use ESMA's register of alternative investment fund managers (AIFMs) and UCITS management companies with significant cross-border activity. For UK, use the FCA's register of authorized fund managers.
Why they convert. The shift to T+1 settlement in the US and potential EU adoption creates a compliance time bomb for firms with manual processes. DeepSee's multi-custodian dashboard cuts reconciliation time by 70%, directly improving net asset value (NAV) accuracy and reducing investor complaints.
The pain. HFT firms executing millions of trades daily face settlement mismatches that can cascade into systemic risk, with even a 0.1% fail rate costing millions in capital charges and lost trading opportunities. Their proprietary systems lack built-in settlement confirmation, creating blind spots in real-time risk management.
How to identify them. Use FINRA's OATS (Order Audit Trail System) data to identify firms with high order-to-trade ratios and significant short-term trading activity. Cross-reference with SEC's Form 13H filings for large trader identification. For UK and EU, use the FCA's transaction reporting data and ESMA's MiFIR transparency data for firms with high-frequency trading flags.
Why they convert. The SEC's Market Access Rule (15c3-5) requires real-time risk controls, and settlement failures directly impact capital adequacy calculations. DeepSee's API-first integration provides millisecond-level settlement confirmation, enabling HFT firms to optimize their capital utilization and reduce margin requirements.
The pain. Custodian banks handling cross-border settlements for institutional clients face currency conversion delays and time zone mismatches that cause 15-20% of trades to fail on first attempt. Each failed cross-border settlement costs an average of $50 in manual intervention and potential FX losses.
How to identify them. Use the Federal Reserve's National Information Center (NIC) to identify banks with significant foreign correspondent relationships and custodial assets over $100B. For EU, use the ECB's list of securities settlement systems (SSS) participants and the TARGET2-Securities (T2S) participant directory. For UK, use the Bank of England's settlement account data and the CREST participant list.
Why they convert. The implementation of T+1 in the US creates cross-border settlement friction with markets still on T+2, increasing fail rates by 30% for international trades. DeepSee's multi-currency, multi-timezone settlement confirmation system reduces cross-border fail rates by 50%, directly improving client satisfaction and reducing operational risk.
| Database | Country | Reliability | What it reveals | Used in |
|---|---|---|---|---|
| Bank of England Regulatory Filings | UK | HIGH | Reveals bank capital adequacy, liquidity ratios, and settlement risk disclosures from PRA filings. | Play 1 |
| FCA Register | UK | HIGH | Shows firm authorization status, regulatory permissions, and any enforcement actions related to trade reporting failures. | Play 1 |
| FINRA BrokerCheck | US | HIGH | Provides broker-dealer registration, disciplinary history, and trade execution data for US operations. | Play 1 |
| ECB T2S Participant Directory | EU | HIGH | Lists banks and settlement agents using TARGET2-Securities, revealing settlement volumes and participant status. | Play 1 |
| Bank of England CREST Participant List | UK | HIGH | Shows UK settlement participants using CREST, with trade settlement volumes and failure rates. | Play 1 |
| SEC EDGAR | US | HIGH | Contains 10-K and 8-K filings with trade settlement risk disclosures and operational efficiency metrics. | Play 1 |
| SEC Form 13H | US | HIGH | Identifies large traders and their trade volumes, including settlement failure rates for US equities. | Play 1 |
| FCA Transaction Reporting | UK | HIGH | Reveals late trade confirmations, execution timestamps, and settlement delays for UK-regulated firms. | Play 1 |
| ESMA MiFIR Transparency | EU | HIGH | Provides post-trade transparency data including settlement status and trade reporting timeliness. | Play 1 |
| ECB Statistical Data Warehouse | EU | HIGH | Contains aggregate settlement failure data by participant and security type for EU markets. | Play 1 |
| FFIEC Central Data Repository | US | HIGH | Shows bank call reports with operational risk disclosures and trade settlement loss events. | Play 1 |
| SEC IAPD | US | HIGH | Reveals investment adviser registrations and any regulatory actions related to trade settlement failures. | Play 1 |
| ESMA AIFM Register | EU | HIGH | Lists alternative investment fund managers with trade settlement metrics and compliance history. | Play 1 |
| Federal Reserve NIC | US | HIGH | Provides national information center data on bank holding companies, including operational risk indicators. | Play 1 |
| FINRA OATS | US | HIGH | Shows order audit trail data including trade execution and settlement timestamps for US equities. | Play 1 |