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Financial Services

The Bank of New York Mellon Corporation (BNY)

Platform operating model and Eliza AI used daily by most employees; record results and higher margin targets

BNYFinancial Services/Capital Markets/Asset Management & Custody Banks(40203010)HQ New York, NYResearched Oct 25, 2026Unverified
Meeting prepCompare with peers

World's largest custodian (about $50T+ assets under custody and administration) and a major asset servicer. Businesses are Securities Services, Market & Wealth Services (Pershing, Treasury Services, Clearance & Collateral) and Investment & Wealth Management. Rebranded to "BNY" in 2024.

Talking points

  • BNY is the poster child for enterprise AI adoption. Talk about scaling agentic "digital employees" with controls, not adoption.
  • The platform operating model needs data and process standardization across platforms.

Likely opportunities

  • Agentic operations at scale (custody, fund accounting, collateral). Platform OM implementation. Mainframe modernization.

Outreach plans

2 plans for the main opportunities, in outreach wave 2. All budgets, deal sizes and dates are planning estimates made from the public brief, not from client data or Accenture financials. Executive names are used only where the brief also names them; verify roles and names before outreach.

1Agentic operations at scaleAI & agentsIdentified$8M–$25M

The BNY brief flags this opportunity: Agentic operations at scale (custody, fund accounting, collateral). Lead with a fixed-scope 6-week entry offer that proves value quickly, then grow it into a multi-wave agentic operations program with workforce transition and a managed run model.

From opportunity: Agentic operations at scale (custody, fund accounting, collateral)

Why now
Platform operating model and Eliza AI used daily by most employees; record results and higher margin targets.
Buyers
COO · Chief AI / Data Officer · CIO · CFO Dermot McDonogh
Our sponsor
Accenture Financial Services Operations MD, with the Data & AI lead as co-sponsor
Entry
A 6-week agentic operations diagnostic: map 3-5 high-volume processes, size the capacity release, and put one agent into production-grade pilot with controls and model-risk sign-off.. No CAL account team today. Enter through the sponsor's network, the client's hyperscaler and LLM partners and a short point-of-view note to the COO.
Proof points
Agentic AI operations case studies
Deal size$8M–$25M
Pursuit cost$130K
Win probability15%
Estimate: Estimate. Pursuit cost is about 26 person-weeks of account, sponsor and SME time at a blended $5,000 per person-week, including extra effort to win a first meeting without an account team. The entry offer itself is a fixed fee of roughly $270k, or an Accenture investment if the pursuit is contested. The deal range is the 12-24 month follow-on (a multi-wave agentic operations program with workforce transition and a managed run model), scaled for an extra-large (G-SIB or global leader) client from a reference range of $8-25M. It is not based on client budget data. Win probability of 15% is a planning assumption for an account without a CAL tier.

Outreach sequence

  1. Week 1Size the operations cost base and the capacity agentic AI could release, using public headcount and peer results. Map the buying group (COO, Chief AI / Data Officer, CIO) and known Accenture relationships.Industry MD with an industry SME
  2. Week 2Confirm the sponsor, pick two reference clients, and line up support from the client's hyperscaler and LLM partners.Sponsor
  3. Week 3-5Reach the COO with a one-page note on agentic operations at scale (custody, fund accounting, collateral), through a warm introduction or an industry event.Industry MD
  4. Week 6-7Executive meetings with the COO and the Chief AI / Data Officer: test the hypotheses and offer the entry offer.Sponsor and industry MD
  5. Week 8-9Demo an operations agent on a process the client runs at scale, with the controls and workforce plan around it.Industry and technical SMEs
  6. Week 10Scope and price the entry offer with the client's working team; agree success measures.Pursuit lead
  7. Week 11-12Proposal review with the economic buyer (CFO Dermot McDonogh) and procurement.Sponsor
  8. Week 13-14Sign the entry offer and mobilize the 6-week team.Delivery lead
  9. Week 20Read out results and propose the follow-on: a multi-wave agentic operations program with workforce transition and a managed run model.Sponsor and delivery lead

Timeline

Jan 2027Jun 2027
Prepare and engageFirst executive meeting held with the COO
ShapeEntry offer scoped with the client's working team
ProposeEntry offer signed
Deliver entry offerResults read out and follow-on proposal submitted
ExpandFollow-on program signed

Success measures

  • Diagnostic signed
  • Pilot process cost or cycle time down 30%+ (target)
  • Scaled program funded within two quarters

Risks

  • Large in-house AI teams want to build alone
  • Workforce and model-risk concerns slow the move from pilot to production
  • Competition (from the brief): Accenture, Cognizant, TCS and Infosys are long-standing in custody operations.
2Platform OM implementationCloud & coreIdentified$20M–$60M

The BNY brief flags this opportunity: Platform OM implementation; Mainframe modernization. Lead with a fixed-scope 8-week entry offer that proves value quickly, then grow it into a multi-year modernization program delivered in migration waves.

From opportunity: Platform OM implementation; Mainframe modernization

Why now
Eliza AI platform (multi-model, OpenAI partnership).
Buyers
CIO · CTO · COO · CFO Dermot McDonogh
Our sponsor
Accenture Technology MD for the account, with the Cloud First lead for Financial Services
Entry
An 8-week modernization blueprint: application portfolio scan, target architecture, migration waves and a self-funding business case, using Accenture tooling for code and dependency analysis.. No CAL account team today. Enter through the sponsor's network, the client's hyperscaler and core platform vendor and a short point-of-view note to the CIO.
Proof points
Core and platform modernization case studies
Deal size$20M–$60M
Pursuit cost$165K
Win probability15%
Estimate: Estimate. Pursuit cost is about 33 person-weeks of account, sponsor and SME time at a blended $5,000 per person-week, including extra effort to win a first meeting without an account team. The entry offer itself is a fixed fee of roughly $360k, or an Accenture investment if the pursuit is contested. The deal range is the 12-24 month follow-on (a multi-year modernization program delivered in migration waves), scaled for an extra-large (G-SIB or global leader) client from a reference range of $20-60M. It is not based on client budget data. Win probability of 15% is a planning assumption for an account without a CAL tier.

Outreach sequence

  1. Week 1Estimate the legacy estate and run cost from public tech spend and peer benchmarks. Map the buying group (CIO, CTO, COO) and known Accenture relationships.Industry MD with an industry SME
  2. Week 2Confirm the sponsor, pick two reference clients, and line up support from the client's hyperscaler and core platform vendor.Sponsor
  3. Week 3-5Reach the CIO with a one-page note on platform OM implementation, through a warm introduction or an industry event.Industry MD
  4. Week 6-7Executive meetings with the CIO and the CTO: test the hypotheses and offer the entry offer.Sponsor and industry MD
  5. Week 8-9Show a gen-AI-assisted code analysis of a comparable legacy estate and a wave plan from a peer migration.Industry and technical SMEs
  6. Week 10Scope and price the entry offer with the client's working team; agree success measures.Pursuit lead
  7. Week 11-12Proposal review with the economic buyer (CFO Dermot McDonogh) and procurement.Sponsor
  8. Week 13-14Sign the entry offer and mobilize the 8-week team.Delivery lead
  9. Week 22Read out results and propose the follow-on: a multi-year modernization program delivered in migration waves.Sponsor and delivery lead

Timeline

Feb 2027Aug 2027
Prepare and engageFirst executive meeting held with the CIO
ShapeEntry offer scoped with the client's working team
ProposeEntry offer signed
Deliver entry offerResults read out and follow-on proposal submitted
ExpandFollow-on program signed

Success measures

  • Blueprint signed
  • First migration wave live on schedule
  • Run cost down 15-30% on migrated scope (target)

Risks

  • Core vendors and offshore integrators bid aggressively on rates
  • Multi-year programs need sustained board funding
  • Competition (from the brief): Accenture, Cognizant, TCS and Infosys are long-standing in custody operations.

01Strategic priorities

  • Robin Vince is moving to a "platform operating model" (organized by platforms, not products) to cut silos and drive operating leverage.
  • Eliza, BNY's enterprise AI platform. Most employees use AI tools daily. AI "digital employees" are deployed in operations, and BNY works with OpenAI and NVIDIA (DGX SuperPOD).
  • Commercial growth through cross-selling ("One BNY").

02Financial health and spend signals

  • Record results, higher margin targets (pre-tax margin of 38%+) and positive operating leverage (Q4 2025 deep dive).

03Leadership changes

  • Vince is CEO (Chair since 2025). Dermot McDonogh is CFO. Leigh-Ann Russell is CIO and Global Head of Engineering.

04Regulatory pressure

  • G-SIB requirements, resolution planning and operational resilience (critical market infrastructure).

05M&A and restructuring

  • Acquired Archer (managed accounts tech, 2025). Selective tech tuck-ins. Reported approach to Northern Trust in 2025 that went nowhere.

06Tech stack and vendor footprint

  • Eliza AI platform (multi-model, OpenAI partnership). Cloud and data platforms (BNY Data Vault). Major mainframe modernization.

07Competitor engagements

  • Accenture, Cognizant, TCS and Infosys are long-standing in custody operations. OpenAI and NVIDIA are strategic AI partners.

08Risk disclosures

  • Operational resilience (2015 and 2023 incidents), cyber, rate sensitivity and fee pressure.

Workforce

50,000 employees (2025), +2% since 2021; revenue per employee about $400K (+24%). Efficiency gainsunverified

Captive centers

  • BNY India (Pune, Chennai, India), about 11,000 staff, growing. Custody and fund-administration technology plus risk and regulatory reporting.gladwininternational.com

Compare across accounts on the workforce page.

Earnings call themes

No call themes tracked yet.

Regulatory actions

No consent orders, MRAs or fines tracked. See Regulatory pressure above for context.

Recent public signals

Sourcing. Bullets without a source link or a ✓ mark come from model knowledge (public information up to mid-2026) and have not been verified. Check them against the latest filings before using them with a client. Recent public signals were found by web search; most were judged from the headline and source, not a full read.