A consolidator that just absorbed Heartland Financial, whose technology chief owns product and operations together — and whose only public AI writing is its investment team telling clients not to panic about it.
How is UMB using AI?
UMB Financial is a $72 billion Kansas City bank with unusual reach for its size: national fund services, institutional custody, health-savings accounts and a corporate trust business alongside regional banking. Its public technology record in 2025 and 2026 is dominated by integration. The $2 billion acquisition of Heartland Financial closed on 31 January 2025, adding more than 30% to assets, expanding from eight to 13 states and doubling the branch network from 93 to 193; Uma Wilson, who combines the chief information and chief product officer roles, led the systems and product review and customer migration, and the conversion completed in October 2025 toward roughly $124 million of cost savings. CEO Mariner Kemper called UMB 'one of the consolidators' in early 2025 and by January 2026 had turned 'measured', keeping to tuck-in deals and saying the bank would be 'wary of transactions that would put us close to the $100 billion mark'. On AI the bank has published no platform, use-case count, budget or headcount effect. What it has published is a March 2026 note from its investment team responding to a viral 'perfect storm' AI scenario, acknowledging that AI 'will continue to disrupt many industries and job categories' while arguing the collapse narrative is improbable. That, plus JPMorgan analysts in August 2026 describing the bank as 'playing with the big boys', is the record. UMB Fund Services' work with blockchain infrastructure partners for fund administration is the closest thing to a disclosed technology bet. The filings and calls since add a little. The 2025 10-K places third-party and emerging-technology risk, 'including emerging technology (e.g., artificial intelligence)', under a Technology, Operations, Privacy and Security Committee co-chaired by the CISO/chief privacy officer and Wilson, and flags AI and automation as a source of added risk in the bank's technology initiatives. On the first-quarter 2026 earnings call Kemper said 'machine learning is being deployed across the whole organization' and called AI 'an overused term for being smart using technology to make your business better'.
Lead bank
UMB Bank, N.A.
Assets (lead bank, Jun 30, 2026)
$72 billion
Charter
National bank (OCC)
Headquarters
Kansas City, MO
Flagship platform
Integration first: the Heartland systems conversion
AI leadership
Mariner Kemper · Uma Wilson · Ram Shankar · James Rine · Justin Rainey · Shannon Johnson · Kris Robbins · Leroy Williams Jr. · Phillip Mason · Brittany Haiser · Amy Harris
- Integration was the technology programme: Heartland Financial acquired for $2 billion (closed 31 January 2025), systems conversion completed October 2025, about $124 million of targeted cost savings, branches doubled to 193 across 13 states.
- One leader for product, technology and operations: EVP Uma Wilson, chief information, bank product and operations officer, whose team ran the product review and customer migration.
- M&A stance shifted from 'consolidator' (February 2025) to 'measured' with tuck-ins only (January 2026), and a stated wariness of approaching $100 billion in assets.
- AI disclosure is investment commentary, not operations: a March 2026 note rejects 'perfect storm' AI-collapse scenarios while accepting continued disruption of jobs and industries.
- Governance and a CEO view on record: the 10-K puts AI under a Technology, Operations, Privacy and Security Committee, and on the Q1 2026 call the CEO said machine learning is deployed across the organisation while calling 'AI' an overused term.
- No AI platform, chief AI officer, budget or use-case count has been announced; JPMorgan analysts nonetheless see the bank 'playing with the big boys' (August 2026).
- Scale after the deal: about $73 billion in assets by early 2026, the largest bank in Missouri, with national institutional and fund-services businesses.
- AI risk language grew sevenfold in one year: the 10-K for 2024 (filed 27 February 2025) mentions artificial intelligence once, in a technology-initiatives risk factor; the 10-K for 2025 (filed 26 February 2026) mentions it seven times, adding third-party service providers, privacy law and internal controls. The 2026 first- and second-quarter 10-Qs contain no AI language.
- AI is rare on the calls: of the last four earnings calls (Q3 2025 to Q2 2026) only the Q1 2026 call, on 29 April, discussed it, in two analyst exchanges. The Q3 2025, Q4 2025 and Q2 2026 transcripts carry no AI discussion.
- Board-level oversight is explicit: the 2026 proxy gives the Risk Committee, chaired by Kris Robbins with ten independent directors, oversight of 'emerging technology (including artificial intelligence)' risk. Director Leroy Williams Jr. is a former global CIO of Ball Corporation.
- Named security and risk owners: Justin Rainey is chief information security officer and chief privacy officer, and Shannon Johnson, chief administrative officer since 2019, also became chief risk officer in February 2026. The 10-K says the CISO/CPO reports to the chief administrative and risk officer.
- Fund-services technology bets are distributed-ledger, not AI: UMB Fund Services connected to iCapital's network (22 June 2026) and Corastone's permissioned network (25 June 2026, StepStone the first client), with Envision's recordkeeping platform behind its transfer agency.
- Integration costs have run off while efficiency improved: operating efficiency ratio 47.6% in Q1 and 48.1% in Q2 2026 against 51.5% a year earlier, with merger-related costs of $1.7 million in Q2 2026.
What is Integration first: the Heartland systems conversion?
UMB's technology story since 2025 is the $2 billion Heartland Financial acquisition, the largest in its history, which added over 30% to assets, took its footprint from eight to 13 states and more than doubled its branches. Uma Wilson, EVP and chief information, bank product and operations officer, runs product development, technology and operations in one role; her team led the systems and product review and the customer migration, which she calls 'extremely heavy lifting', and the conversion completed in October 2025 on the way to about $124 million of targeted cost savings. On AI, the bank's public voice is its investment leadership, which in March 2026 walked clients through the 'worst-case' AI scenarios circulating in markets and set out a 'level-headed' view.[1][2][5]
What AI partnerships and patents does UMB Financial have?
UMB has disclosed no AI lab, cloud or model-vendor partner and no AI platform. Its named technology partners are in fund services and are distributed-ledger, not AI: iCapital (22 June 2026), Corastone (25 June 2026, StepStone the first client) and Envision, whose investor recordkeeping platform supports UMB Fund Services' transfer agency. A Google Patents assignee search on 13 October 2026 found no patent or published application owned by UMB Financial Corporation; records naming UMB Bank, N.A. were security interests held as collateral agent on clients' patents.[10][20]
| Item | What it is | Status | Date |
|---|---|---|---|
| iCapital | Distributed-ledger network connection for UMBFS onboarding, subscription processing and servicing data (not AI) | Announced | 2026-06-22[10] |
| Corastone | Permissioned distributed-ledger network; UMBFS acts as transfer agent and fund administrator, StepStone first client (not AI) | Announced | 2026-06-25[20] |
| Envision Financial Systems | Investor recordkeeping platform supporting UMBFS transfer-agency operations and automation | In production | 2026-06-25[20] |
What has UMB done on AI, and when?
- Aug 20, 2026
'Playing with the big boys'[7]
JPMorgan analysts see gains ahead for the Kansas City regional.
- Jul 30, 2026
Q2 2026 10-Q has no AI language[15]
The quarterly report contains no reference to artificial intelligence, as in the Q1 filing.
- Jul 29, 2026
Q2 call: no AI discussion[17]
The CEO calls the quarter 'business as usual'; the CFO reports $1.7 million of merger-related costs and $4.1 million of operational losses. AI is not discussed.
- Jul 28, 2026
Second-quarter 2026 results[16]
Net income to common shareholders $271.8 million; GAAP efficiency ratio 48.4% (53.4% a year earlier); total assets $72.3 billion at 30 June.
- Jun 25, 2026
Corastone connects UMB Fund Services to its permissioned network[20]
UMBFS acts as transfer agent and fund administrator on the distributed-ledger platform; StepStone is the first client to connect, with Envision supporting transfer-agency recordkeeping.
- Jun 22, 2026
UMB Fund Services joins iCapital's DLT network[10]
Distributed-ledger integration for onboarding, subscription processing and servicing data in fund administration, reducing manual touchpoints and reconciliation.
- Apr 30, 2026
Q1 2026 10-Q has no AI language[14]
The quarterly report filed the day after the call contains no reference to artificial intelligence.
- Apr 29, 2026
Two analysts raise AI on the Q1 call[9]
One asks whether the efficiency ratio can sit near 50% given investment and the benefits from AI; Brian Foran of Truist asks where AI is overdone. The CEO: the term is overused, banks should use data and faster computing, and the operating efficiency ratio is 47.6%.
- Apr 29, 2026
Q1 2026 call: 'machine learning is being deployed across the whole organization'[9]
Asked about AI, the CEO calls the term overused and describes it as using data and faster computing to run the business better.
- Apr 28, 2026
First-quarter 2026 results[11]
Reported by the company.
- Mar 12, 2026
2026 proxy: Risk Committee oversees AI risk[13]
The board Risk Committee, chaired by Kris Robbins, oversees the risk framework including information security and emerging technology (including AI).
- Mar 2, 2026
The investment team on AI 'worst-case' scenarios[5]
AI will keep disrupting industries and jobs, but the collapse narrative is improbable.
- Feb 26, 2026
2025 10-K: AI named seven times[8][12]
Up from one mention a year earlier; AI now appears in risk factors on privacy law, third-party service providers, internal controls, technology initiatives and the TOPS committee remit. Shannon Johnson is listed as chief administrative officer and, since February 2026, chief risk officer.
- Feb 26, 2026
2025 10-K: AI under the TOPS committee[8]
Emerging technology such as AI is overseen by the Technology, Operations, Privacy and Security Committee within enterprise risk; AI or automation in technology initiatives is flagged as added risk.
- Jan 28, 2026
'Measured' on M&A; wary of $100 billion[3]
Tuck-ins only; organic growth 'always will be our top capital priority'.
- Oct 16, 2025
- Oct 15, 2025
Conversion completes[2]
The remaining Heartland systems move in mid-October, releasing 'the next big slug' of savings.
- Sep 24, 2025
Technology and product chief recognised[1]
Uma Wilson on the 'extremely heavy lifting' of the product and systems review.
- Jul 30, 2025
Systems conversion set for October[2]
A test conversion in Minnesota 'went smoothly'; $124 million of cost savings targeted.
- Apr 28, 2025
UMB profiles its CISO and chief privacy officer[23]
Justin Rainey, with more than two decades in information security and privacy, holds the dual CISO/CPO role.
- Feb 27, 2025
2024 10-K carries one AI reference[12]
Artificial intelligence appears once, in the risk factor on technology initiatives that may implicate AI or automation.
- Feb 20, 2025
'We're one of the consolidators'[4]
The CEO on fewer banks over time and looking for the right opportunity.
- Feb 5, 2025
CEO on the closed Heartland deal[22]
Assets rise to about $68 billion (American Banker: a 45% increase), retail presence doubles and wealth management grows by about 30%.
- Jan 31, 2025
- Apr 28, 2024
Heartland merger agreement signed[8]
All-stock deal; at closing UMB issued 23.6 million common shares and 4.6 million depositary shares for preferred stock, and a forward sale of 3.2 million shares settled in Q1 2025 for $235.1 million.
Where does UMB use AI today?
| System | What it does | Status | Use case |
|---|---|---|---|
| Post-acquisition systems conversion[2][1] | Product mapping, customer migration and platform consolidation after Heartland. | In production | AI governance (general) |
| AI as an investment theme for clients[5] | Investment-team commentary on AI's market and economic effects. | In production | Trading & capital markets |
| AI oversight through the TOPS committee[8] | Third-party and emerging-technology risk, including AI, overseen by a committee co-chaired by the CISO/CPO and the chief information, bank product and operations officer; AI named in privacy and operational risk factors. | In production | Model risk management |
| Machine learning across the organisation[9] | The CEO's description on the Q1 2026 call; no specific use cases, platform or figures disclosed. | In production | AI governance (general) |
| Client fraud-prevention education[6] | Romance-scam and fraud guides for personal and business clients. | In production | Fraud detection |
| Information security and privacy programme under a named CISO/CPO[23][8] | Justin Rainey leads an integrated programme covering cybersecurity, business continuity, physical security, privacy and third-party risk; he reports to the chief administrative and risk officer and co-chairs the TOPS committee. | In production | Cybersecurity |
| Controls on AI used by service providers[8] | The 10-K says solutions using AI carry uncertain law, data and privacy risk, and that AI controls must be adapted to reliance on outside platforms; the bank flags its own risk framework may not manage AI usage effectively. | In production | Third-party & vendor AI |
| Privacy-law exposure from AI integration[8][12] | Risk factor on privacy, data-use and security obligations, including those for integration with AI; named for the first time in the 2025 10-K. | In production | Data & privacy |
| Board Risk Committee oversight of AI[13][8] | Ten independent directors, chaired by Kris Robbins, oversee the risk framework including emerging-technology (including AI) risk; the CAO/CRO sits on the management TOPS committee. | In production | AI governance (general) |
| Distributed-ledger fund administration with iCapital and Corastone (not AI)[10][20] | UMB Fund Services connects to iCapital's network (June 2026) and Corastone's permissioned network (June 2026) for onboarding, subscriptions and servicing data, with Envision as recordkeeping platform; StepStone is the first client on Corastone. | Rolling out | Third-party & vendor AI |
Use-case links open the tracker's rules-by-use-case matrix: which documents govern each system type.
What has UMB disclosed in numbers?
| Metric | Value | As of |
|---|---|---|
| Heartland acquisition | $2 billion; assets up > 30%; branches 93 → 193[1] | Sep 24, 2025 |
| Banking centers | 193[8] | Dec 31, 2025 |
| Targeted cost savings from the deal | ≈ $124 million[2] | Jul 30, 2025 |
| Total assets | $73.1 billion[3] | Jan 28, 2026 |
| States in footprint | 13 (from 8)[1] | Sep 24, 2025 |
| Mentions of 'artificial intelligence' in the annual report | 1 (FY2024 10-K) to 7 (FY2025 10-K); 0 in the Q1 and Q2 2026 10-Qs[12][8][14][15] | Jul 30, 2026 |
| Earnings calls that discussed AI, Q3 2025 to Q2 2026 | 1 of 4 (Q1 2026 only)[18][19][9][17] | Jul 29, 2026 |
| Operating efficiency ratio | 47.6% (Q1 2026); 48.1% (Q2 2026); 51.5% (Q2 2025)[9][16] | Jul 28, 2026 |
| Total assets | $72.3 billion at 30 June 2026[16] | Jun 30, 2026 |
| Merger-related costs | $1.7 million in Q2 2026, against $13.5 million in Q2 2025 and $53.2 million in Q1 2025[17][2] | Jul 29, 2026 |
| Investment-team unemployment scenario for AI | US rate rising from 4.5% to 7-10% 'not out of the question'[5] | Mar 2, 2026 |
| Board Risk Committee size | 10 directors, with AI named in its remit[13] | Mar 12, 2026 |
“Moving customers from one application to another seems like it should be an easy process, but it's not. It comes with a tremendous amount of complexity.”[1]
Uma Wilson · EVP, Chief Information, Bank Product and Operations Officer · Sep 24, 2025
“We are always looking at ways to operate better, and machine learning is being deployed across the whole organization to get smarter, better, faster, and bolder.”[9]
Mariner Kemper · Chairman and CEO · Apr 29, 2026
“Organic growth is, and always will be, our top capital priority.”[3]
Mariner Kemper · Chairman and CEO · Jan 28, 2026
“Anybody who is not trying to leverage technology to make their business more efficient should have their heads examined.”[9]
Mariner Kemper · Chairman and CEO · Apr 29, 2026
“At the end of the day, AI is the use of data to run your business better and make better decisions and move faster.”[9]
Mariner Kemper · Chairman and CEO · Apr 29, 2026
“Every dollar spent should have positive leverage.”[9]
Mariner Kemper · Chairman and CEO · Apr 29, 2026
“UMB Fund Services is committed to investing in technology that helps our clients operate more efficiently as the alternative investment market continues to grow.”[20]
Brittany Haiser · Director of Transfer Agency Operations, UMB Fund Services · Jun 25, 2026
Who runs AI at UMB?
Mariner KemperLinkedIn ↗
Uma WilsonLinkedIn ↗
EVP, Chief Information, Bank Product and Operations Officer (since May 2024); co-chairs the committee that oversees AI risk[1][8]
Ram ShankarLinkedIn ↗
Chief Financial Officer[2]
James Rine
President and CEO, UMB Bank[2]
Justin Rainey
SVP, Chief Information Security Officer and Chief Privacy Officer; co-chairs the Technology, Operations, Privacy and Security Committee that oversees AI risk[23][8]
Shannon Johnson
EVP and Chief Administrative Officer (since October 2019); also Chief Risk Officer since February 2026; the CISO/CPO reports into this role[8]
Kris Robbins
Chair of the board Risk Committee, which oversees information security and emerging-technology (including AI) risk[13]
Leroy Williams Jr.
Director and Risk Committee member; founder of CyberTekIQ and former global CIO of Ball Corporation (2005 to 2016)[13]
Phillip Mason
President of Institutional Banking (since April 2023), the segment that includes fund services and corporate trust[8]
Brittany Haiser
Director of Transfer Agency Operations, UMB Fund Services; spokesperson on the Corastone distributed-ledger connection[20]
Amy Harris
EVP and Chief Legal Officer (since January 2021)[8]
What AI roles is UMB hiring for?
Data as of · 1 AI-titled posting · read from UMB's own careers site, re-checked weekly
1 open AI-related posting on UMB's careers site as of Oct 25, 2026. A snapshot of current openings, not a source: postings close. Compare with other banks on which banks are hiring for AI.
Kansas City MO · posted
Which regulators govern UMB's AI?
| Authority | Why it matters here | Documents |
|---|---|---|
| OCC | UMB Bank is a national bank; the OCC's model-risk bulletin will govern any AI introduced after the conversion, and the acquisition raised the bank's supervisory profile. | OCC Bulletin 2026-13 |
| Federal Reserve | UMB Financial is the holding company; core and fund-services technology providers are third-party relationships. | SR 23-4 SR 26-2 |
| SEC | UMB Fund Services and the institutional businesses operate under SEC oversight, where AI-related practices are examination priorities. | Division of Examinations FY2026 Priorities |
| FinCEN | National payments, HSA and fund-services businesses keep AML controls, including any AI in monitoring, in scope. | 2026 AML/CFT Program Proposed Rule |
Side by side: SR 11-7 vs SR 26-2 · OCC vs CFPB on AI lending · PRA SS1/23 vs SR 26-2 · MAS AI Risk Management Guidelines vs SR 26-2 · all comparisons.
What does the public record suggest about UMB's AI strategy?
Analysis by BankingNewsAI from the sources cited on this page. Observations, not advice.
01
A finished conversion is the precondition for any AI programme
UMB spent 2025 consolidating platforms; the same team that did it now owns product, technology and operations, which is the structure most banks adopt before scaling AI.
02
The $100 billion wariness shapes the technology budget
Staying well below Category IV avoids the data and reporting build-outs peers describe; it also means AI investment will be judged on efficiency, not regulatory readiness.
03
Fund services is the likeliest AI beachhead
Fund administration and transfer agency are document- and reconciliation-heavy; blockchain infrastructure partnerships suggest where automation is being tested.
04
Disclosure has room to grow
The bank's only AI publication is investment commentary; even a statement of governance would put it level with peers that publish adoption figures.
Where does the UMB record go deeper?
3 topic pages under this profile, each answering one question from the same sourced record.
Which leader rankings does UMB appear in?
1 of the computed leaders rankings include UMB, each ranked from the same sourced bank pages.
How does UMB compare with its peers?
- How does UMB Financial compare with its peers on AI and technology?
- UMB Financial competitors and alternatives, by business line
Its peer group on this site, by business model and size:
What has UMB said about AI?
Very little about its own operations. Its investment team published a March 2026 note on AI's economic and market effects, accepting that AI will keep disrupting industries and jobs while rejecting 'perfect storm' collapse scenarios. The bank has not announced an AI platform, chief AI officer, use-case count or budget.
Who runs technology at UMB?
Uma Wilson, executive vice president and chief information, bank product and operations officer, who oversees product development, technology and operations together. Her team led the systems and product review and customer migration for the $2 billion Heartland Financial acquisition, whose conversion completed in October 2025.
Who leads AI at UMB Financial?
UMB has named no chief AI officer, chief data officer or head of AI in its filings or press. Technology, product and operations sit with Uma Wilson. The 10-K puts AI under the Technology, Operations, Privacy and Security Committee, which she co-chairs with CISO and chief privacy officer Justin Rainey, who reports to the chief administrative and risk officer, Shannon Johnson. The board Risk Committee, chaired by Kris Robbins, oversees AI risk. CEO Mariner Kemper said on 29 April 2026 that machine learning is deployed across the organisation.
Does UMB use AI in fund services and operations?
UMB has not said so. Fund Services work disclosed in June 2026 is distributed-ledger technology: a connection to iCapital's network on 22 June and to Corastone's permissioned network on 25 June, with StepStone first to connect and Envision's platform supporting transfer-agency recordkeeping. On fraud, the bank publishes client guidance and shows $4.1 million of operational losses for Q2 2026. No AI model, vendor or use-case count is public for operations or fraud.
How does UMB describe AI risk in its filings?
The 10-K for 2025, filed 26 February 2026, names artificial intelligence seven times, against once in the prior year's 10-K. It covers privacy and data-use law, service providers whose solutions use AI, controls over outside platforms, technology initiatives, and the TOPS committee's remit, and warns the risk framework may not manage AI usage effectively. The 2026 proxy places AI risk with the board Risk Committee. The Q1 and Q2 2026 10-Qs add no AI language.
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- UMB Financial Corporation Annual Report on Form 10-K for the fiscal year ended December 31, 2024
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- UMB Financial Corporation Quarterly Report on Form 10-Q for the quarter ended March 31, 2026
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- Earnings call transcript: UMB Financial tops Q2 2026 estimates as shares rise
- UMB Financial Q3 2025 Earnings Call Transcript
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- Corastone Brings Permissioned Blockchain Technology to UMB Fund Services' Alternative Investment Servicing
- UMB Successfully Completes Systems and Brand Conversion Following Acquisition of Heartland Financial USA, Inc.
- UMB's CEO reflects after closing biggest deal of his career
- Take the road less traveled: Justin Rainey's career journey to UMB
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