A diversified upstate New York bank, benefits administrator, wealth manager and insurer whose CEO counts 'more than a dozen people' on AI with a handful fully dedicated, sees the gains so far in application development, and discloses rising data-processing expense for 'artificial intelligence applications'.
How is Community Bank N.A. using AI?
Community Financial System, the Syracuse-area holding company for Community Bank, N.A., with about $17 billion of assets and four businesses spanning banking, employee-benefits administration, wealth management and insurance, is one of the few banks its size to give investors a headcount for AI. On the July 2026 call, president and CEO Dimitar Karaivanov said the company has 'more than a dozen people with a handful of them being kind of fully dedicated to just purely AI', with the others using AI to raise their output, that efficiency is the main opportunity 'at this stage in time', and that the transformational effects so far are 'on the app development side', as at most companies. The earnings release ties the spending to numbers: data-processing and communications expense up 17.9% year on year on 'customer-facing and back-office technologies, including artificial intelligence applications and other workflow efficiency initiatives'. The business delivered a fifth consecutive record quarter, with net income of $61.3 million, operating earnings of $1.16 per share, up 11.5%, a 1.40% operating return on assets, banking pre-tax earnings up 13.2%, employee benefits up 16.2%, wealth up 46.5% and insurance down 10.8%, while completing the $40 million acquisition of ClearPoint Federal Bank & Trust, a funeral-planning specialist folded into its wealth arm, after buying seven Santander branches in Pennsylvania for about $48 million and taking a $37.4 million minority stake in insurer Leap Holdings, its largest investment ever. For clients the bank publishes guides on leveraging AI and automation in small businesses. Community Bank, N.A. is a national bank supervised by the OCC.
Lead bank
Community Bank, N.A.
Assets (lead bank, Mar 31, 2026)
$17 billion
Charter
National bank (OCC)
Headquarters
Canton, NY (holding company: Syracuse, NY)
Flagship platform
AI team inside a four-business diversified model
AI leadership
Dimitar A. Karaivanov · Marya Burgio Wlos · Aaron Friot · Savneet Singh
- AI staffing disclosed: 'more than a dozen people', a handful fully dedicated; gains so far in application development; efficiency the near-term goal.
- Data-processing expense up 17.9% year on year on customer-facing and back-office technology 'including artificial intelligence applications'.
- Fifth consecutive record quarter: net income $61.3 million; operating EPS $1.16 (+11.5%); operating ROA 1.40%.
- Diversified model: banking +13.2%, employee benefits +16.2%, wealth +46.5% pre-tax; insurance -10.8%.
- Deals: ClearPoint Federal Bank & Trust ($40 million, completed Q2 2026), seven Santander Pennsylvania branches (about $48 million), $37.4 million stake in Leap Holdings.
- Client education on AI and automation for small businesses.
- Automation saved more than 200,000 hours over three years (CEO, January 2026); AI has been in development for about two years, with management staying quiet on results until they show up in margins.
- 2025 10-K: enterprise AI and data governance frameworks overseen by the Management Risk Committee and IT Steering Committee, with the CISO jointly overseeing data and AI governance; machine learning and generative AI deployed in security monitoring; higher-risk AI keeps a human in the loop.
- AI named in the data-processing expense line every quarter from Q4 2025 (+11.6%) through Q1 2026 (+10.8%) and Q2 2026 (+17.9%).
What is AI team inside a four-business diversified model?
Community Financial System says its second-quarter 2026 data-processing and communications expense rose 17.9% year on year, reflecting 'continued investment in customer-facing and back-office technologies, including artificial intelligence applications and other workflow efficiency initiatives'. Asked on the call how much staff is dedicated to AI, president and CEO Dimitar Karaivanov described 'more than a dozen people with a handful of them being kind of fully dedicated to just purely AI', the rest augmenting their productivity with AI tools, with efficiency the main opportunity 'at this stage' and the transformational results so far 'more on the app development side'. The company runs four businesses, banking, employee benefits (Benefit Plans Administrative Services), wealth management (Nottingham) and insurance (OneGroup), and publishes small-business guides on AI and automation. No vendor, model inventory or budget has been disclosed.[6][5][1]
What has Community Bank N.A. done on AI, and when?
- Jul 28, 2026
- Apr 29, 2026
First-quarter 2026 call: two years into AI, results kept quiet[13][14]
The company has explored AI for two years to scale without adding headcount; the CEO will stay quiet on outcomes until he can prove a transformational effect on margins. Data-processing expense rose 10.8% year on year, again citing AI applications.
- Feb 27, 2026
2025 10-K: AI and data governance frameworks, AI in security operations[12]
Enterprise-wide AI and data governance under the Management Risk Committee and IT Steering Committee; the CISO jointly oversees data and AI governance; machine learning and generative AI deployed for monitoring, event classification and threat detection; AI solutions formally approved and re-validated in proportion to risk. The risk factors flag the accuracy of AI outputs, rivals' larger AI budgets and attackers' use of AI deepfakes.
- Jan 27, 2026
Fourth-quarter 2025 call: 200,000 hours saved, AI a 2026 focus[10][11]
The CEO names harnessing 'the investments and focus we have in AI and automation' a 2026 priority, citing more than 200,000 hours saved by automation over three years with headcount roughly flat; the release attributes an 11.6% rise in data-processing expense partly to AI applications, fraud and cybersecurity software and credit-administration software.
- Jan 16, 2026
ClearPoint Federal Bank & Trust acquisition agreed[4]
$40 million cash; funeral-planning specialist to join Nottingham wealth unit.
- Sep 17, 2025
$37.4 million stake in Leap Holdings[3]
Largest investment ever; rental-housing insurer.
- Jul 16, 2025
'How Automation is Empowering Small Businesses' guide[7]
Client education on automation tools.
- Jun 25, 2025
Seven Santander branches acquired in Pennsylvania[2]
About $48 million; Allentown market.
- Sep 26, 2024
Technology CEO joins the board[9]
Savneet Singh, CEO of PAR Technology, becomes an independent director on the joint Risk Committee and one of the board's representatives to the technology committee; the CEO cites his 'deep immersion in the fintech ecosystem'.
- Aug 5, 2024
'Your Business and AI' small-business guide[1]
Marketing, sales and operations uses explained.
Where does Community Bank N.A. use AI today?
| System | What it does | Status | Use case |
|---|---|---|---|
| AI-assisted application development[6] | Where management sees the most transformational effect so far. | In production | Generative & agentic AI |
| Dedicated AI team[6] | More than a dozen staff, a handful fully dedicated; efficiency focus. | In production | AI governance (general) |
| Customer-facing and back-office AI applications[5] | Funded through rising data-processing expense; debit-card platform conversion. | Rolling out | Third-party & vendor AI |
| Small-business AI and automation guidance[1] | Client education on AI tools. | In production | Customer-facing chatbots |
| Machine learning and generative AI in security operations[12] | Deployed to enhance monitoring, automated classification of events and data, and threat detection and prioritisation, supporting faster triage, playbook-driven remediation and realistic simulation for control validation. | In production | Cybersecurity |
| AI and data governance framework and AI risk factor[12] | AI solutions go through formal approval, validation and periodic re-validation proportional to their risk, with a human in the loop for higher-risk uses; the 10-K warns of 'biased or incorrect model outputs' and of uncertainty about the accuracy and relevance of AI outputs. | In production | Model risk management |
| Enterprise automation programme[10] | More than 200,000 hours saved over three years, which management says helped keep headcount roughly flat while the business grew. | In production | AI governance (general) |
Use-case links open the tracker's rules-by-use-case matrix: which documents govern each system type.
What has Community Bank N.A. disclosed in numbers?
| Metric | Value | As of |
|---|---|---|
| Q2 2026 net income / operating EPS | $61.3 million / $1.16 (+11.5%)[5] | Jul 28, 2026 |
| Data-processing and communications expense growth | +17.9% year on year[5] | Jul 28, 2026 |
| Staff working on AI | > 12, a handful fully dedicated[6] | Jul 28, 2026 |
| Wealth management pre-tax earnings growth | +46.5% year on year[6] | Jul 28, 2026 |
| Hours saved by automation over three years | > 200,000[10] | Jan 27, 2026 |
| Q4 2025 data-processing and communications expense growth (AI among the drivers) | +$1.9 million / +11.6% year on year[11] | Dec 31, 2025 |
| Q1 2026 data-processing and communications expense growth (AI among the drivers) | +$1.7 million / +10.8% year on year[14] | Mar 31, 2026 |
“I can think of it as more than a dozen people with a handful of them being kind of fully dedicated to just purely AI, essentially, the rest of them being augmented in multiple ways, their production levels through AI.”[6]
Dimitar A. Karaivanov · President and CEO · Jul 28, 2026
“Continued investment in customer-facing and back-office technologies, including artificial intelligence applications and other workflow efficiency initiatives.”[5]
Community Financial System · Second-quarter 2026 release · Jul 28, 2026
“Beginning to harness more fully the investments and focus we have in AI and automation.”[10]
Dimitar A. Karaivanov · President and CEO · Jan 27, 2026
“AI solutions are subject to formal approval, validation, and periodic re-validation proportional to their inherent risk; higher-risk applications retain a human-in-the-loop approach.”[12]
Community Financial System · 2025 Form 10-K · Feb 27, 2026
Who runs AI at Community Bank N.A.?
Marya Burgio WlosLinkedIn ↗
EVP and Chief Financial Officer[6]
Aaron FriotLinkedIn ↗
SVP, Chief Technology and Operations Officer (Chief Technology Officer as of the 2020 source below; operations added July 2022)[8][15]
Which regulators govern Community Bank N.A.'s AI?
| Authority | Why it matters here | Documents |
|---|---|---|
| OCC | Community Bank, N.A. is a national bank; OCC model-risk and gen-AI expectations govern its AI applications. | OCC Bulletin 2026-13 OCC Semiannual Risk Perspective, Spring 2026 |
| NY DFS | Insurance and wealth subsidiaries in New York sit under DFS cyber rules and its AI-risk letter. | 23 NYCRR Part 500 DFS AI Cybersecurity Industry Letter (Oct 2024) |
| CFPB | Consumer banking and benefits products carry UDAAP and adverse-action duties for automated decisions. | ECOA / Regulation B adverse action (15 U.S.C. 1691(d); 12 CFR 1002.9) |
Side by side: SR 11-7 vs SR 26-2 · OCC vs CFPB on AI lending · PRA SS1/23 vs SR 26-2 · all comparisons.
What does the public record suggest about Community Bank N.A.'s AI strategy?
Analysis by BankingNewsAI from the sources cited on this page. Observations, not advice.
01
Headcount disclosure is a model others should copy
Saying how many people work on AI, and where the gains are, is more informative than most banks' adjectives; pairing it with a use-case list would complete it.
02
Four businesses mean four data sets
Benefits administration and insurance generate data most banks lack; the AI team's biggest lever is cross-business analytics.
03
Expense growth needs a payback line
A 17.9% rise in data-processing cost attributed partly to AI invites the question of when it shows up in the efficiency ratio.
04
Insurance underperformance is the test case
The one business falling short is where AI-driven pricing and retention analytics would be judged fastest.
Does Community Bank, N.A. use AI?
Yes. Community Financial System says more than a dozen people work on AI, a handful fully dedicated, with the biggest effects so far in application development, and its second-quarter 2026 release attributes rising data-processing expense partly to artificial intelligence applications. No vendor or budget has been named.
What businesses does Community Financial System run?
Four: banking through Community Bank, N.A., employee-benefits administration, wealth management through Nottingham, and insurance through OneGroup. In 2025 and 2026 it bought seven Santander branches in Pennsylvania, took a $37.4 million stake in insurer Leap Holdings and acquired ClearPoint Federal Bank & Trust for $40 million.
How does Community Bank, N.A. govern AI?
Its 2025 10-K describes enterprise-wide AI and data governance frameworks with executive oversight from the Management Risk Committee and IT Steering Committee; the chief information security officer jointly oversees data and AI governance. AI solutions are formally approved, validated and periodically re-validated in proportion to their risk, and higher-risk applications keep a human in the loop. Two directors sit on the IT Steering Committee for their digital, technology and AI experience.
- Your Business and AI: What You Need to Know
- Santander to sell 7 branches to Community Bank in Syracuse
- New York bank doubles down on insurance with big investment
- Upstate NY lender to buy bank with funeral-planning focus
- Community Financial System, Inc. Reports Second Quarter 2026 Results (Form 8-K, Exhibit 99.1)
- Community Financial System, Inc (CBU) Q2 FY2026 earnings call transcript
- How Automation is Empowering Small Businesses
- How to Build a Digital Wallet
- Community Financial System, Inc. Appoints Savneet Singh as New Independent Director
- Community Financial System Q4 Earnings Call Highlights
- Community Financial System, Inc. Form 8-K, Exhibit 99.1: fourth quarter and full year 2025 results
- Community Financial System, Inc. Annual Report on Form 10-K for the fiscal year ended December 31, 2025
- Community Bank System, Inc. Q1 2026 Earnings Call Summary
- Community Financial System, Inc. Form 8-K, Exhibit 99.1: first quarter 2026 results
- Community Financial System, Inc. (CBU) Company Profile & Facts
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