Finance And Accounting
From Transactions to Strategic Finance
How Lydonia’s agentic AI eliminates manual financial workflows, accelerate close cycles, and transform the finance function into a driver of enterprise-wide strategic value.
Start the Conversation
About AI Solutions
The finance and accounting function sits at the center of every enterprise decision. It produces the data that guides investment, governs the processes that move money through the organization, and carries the compliance burden that protects the enterprise from regulatory risk
Yet across many organizations, the majority of finance teams remain burdened by manual, repetitive processes that add cost without adding insight.
More than three-quarters of organizations are leveraging AI in financial planning, reporting, and commercial analysis according to KPMG’s 2026 Global AI in Finance report, and 71% report it is meeting or exceeding ROI expectations. Financial automation reduces reporting errors by 90% and enables finance teams to complete processes 85 times faster. Organizations achieve full payback on financial automation investments within 6 to 12 months.
Lydonia designs and deploys orchestrated agentic solutions across finance and accounting workflows, from invoice processing and reconciliation through FP&A, credit management, and collections enabling finance teams to focus on the decisions that matter rather than the manual work that precedes them.
Industry Impact Metrics
Industry benchmarks showing where AI creates measurable value
Finance Automation Benchmark
Solvexia, 2026
Industry Average
Finance & Accounting Challenges
Finance & accounting teams face mounting pressure as manual operating models reach their limits, creating common challenges that slow financial close, reduce forecast accuracy, and limit capacity for higher-value work across industries.
Month-End Close Bottlenecks
Manual reconciliation, journal entry preparation, and variance analysis consume weeks of finance team time each period. Close cycles that should take days routinely extend to two weeks or more, delaying reporting and the business decisions that depend on timely financial data.
Invoice and AP Processing Costs
Organizations without best-in-class AI spend an average of $12.88 per invoice over a 17.4-day processing cycle, with labor accounting for 62% of AP processing costs. This creates a cost structure that becomes harder to scale as invoice volumes grow.
Error-Prone Manual Data Entry
41% of CFOs report that less than a quarter of their finance processes are currently digitized or automated, leaving most organizations exposed to significant error risk in financial reporting cycles.
Compliance and Audit Burden
Regulatory reporting, audit documentation, and internal controls consume significant finance capacity in manual environments. Without automated audit trails and continuous monitoring, compliance preparation is a periodic sprint rather than an ongoing process.
Limited Strategic Capacity
70% of CFOs identify their team’s heavy workload as the biggest roadblock to creating value from data and technology. Teams buried in transactional processing lack the time needed for forecasting, scenario analysis, and strategic advisory work.
Case Studies
The following case studies reflect Lydonia client engagements where customer service automation was a core component of the AI program delivered.
Leading Global Golf Manufacturer Scales AI Across 300 Processes
A leading global manufacturer of golf products faced approaching retirements among core finance employees, numerous manual processes across operations, and high error rates in customer-facing workflows. Lydonia implemented AI programs across Finance, Supply Chain, HR, IT, and Customer Service that delivered measurable value within the first months, prompting the organization to expand from 8 automated processes to 300 within a single fiscal year.
$14.8M
In Cost Savings
$25.2M
Revenue Impact
$52M
In Cost Avoidance
9 Days
DSO Reduction
Leading Financial Services Company Automates 70% of Service Centers
Highly skilled employees were consumed by low-skill, time-consuming tasks including manual government plan correspondence requiring three outbound calls and paper exchanges, and daily manual management of office reservations across multiple sites. Lydonia automated 401(k) processing, eliminated manual outcalls and paper correspondence, and automated office access management. The program now operates across 70% of the total centers serviced by the company.
31,236
Hours Saved Annually
$1.2M
In Annual Savings
70%
Of Centers Automated
100%
Elimination of Manual Outcalls
Healthcare Organization Transforms Claims and Customer Interactions
This organization relied on manual claim entry taking 2 to 3 minutes per claim across 600,000 GI procedure claims annually, consuming up to 1.8 million minutes per year. Lydonia’s AI strategy revamped the charge-entry process and optimized claim submission and reimbursement workflows. The program now operates in 70% of the company’s serviced centers.
3,750
FTE Days Saved Per Year
2 to 1
Days Reduced: Charge Entry
70%
Of Centers Automated
Decreased
Overtime Payroll Expenses
Use Cases & Benefits
Lydonia deploys AI solutions across six select finance and accounting use cases, spanning the full workflow from invoice processing and reconciliation through credit management and collections.
Invoice Processing
(3-Way Match)
End-to-end invoice automation from ingestion through PO matching, validation, approval routing, and ERP posting. Reduces per-invoice cost from $12+ to under $3 and compresses cycle times from 17 days to under 3.
Reconciliations and
Journal Entries
Automated bank Automated bank and intercompany reconciliation, and journal entry preparation with AI-generated variance commentary, compressing month-end close from weeks to days with up to 90% error reduction.
Real-Time Credit
Management
AI agents continuously monitor customer credit exposure, payment behavior, and risk signals, updating credit limits and flagging exceptions in real time without manual review cycles.
Quoting and
Cash Application
Automated quote generation, order-to-cash workflow orchestration, and intelligent cash application that matches payments to invoices without manual intervention, reducing unapplied cash and improving DSO.
Collections
Automation
Agentic collections workflows contact customers proactively based on payment history and risk profile, manage payment plans autonomously within defined parameters, and escalate to human collectors only when required.
Depreciation, Amortization
& Vendor Master
Automated calculation and posting of depreciation and amortization schedules, plus continuous vendor master data management, deduplication, and validation to maintain clean master data without manual reconciliation.
Case Studies
The following case studies reflect Lydonia client engagements where AI initiatives in finance and accounting delivered measurable outcomes.
Leading Global Golf Manufacturer Achieves $52M in Cost Avoidance Over Three Years
A leading global manufacturer of golf products faced approaching retirements among core finance employees, numerous timely and manual processes across operations, and large amounts of human errors in finance workflows. Lydonia implemented AI programs across Finance, Supply Chain, HR, IT, and Customer Service that were so successful in the first months that the company expanded from 8 to 300 automated processes within one fiscal year
- $14.8M In Cost Savings
- $25.2M Revenue Impact
- $52M In Cost Avoidance
- 9 Days DSO Reduction
“We started out with 8 processes automated and quickly realized the value of AI. We now have 100 processes a few months later. We expect to have over 300 processes by the end of this fiscal year.” CIO, Acushnet
MongoDB Deploys 120+ AI Solutions, Saves $7M and 230,000 Working Hours
MongoDB’s accounting and HR teams were overwhelmed by repetitive, time-consuming tasks. Accounting processes including accruals, allocations, and revenue write-ups took hundreds of hours. HR faced the manual transfer of 40,000 documents. Lydonia applied agentic AI to revenue write-ups, HR document transfers, and finance operations, deploying over 120 solutions within 36 months.
- $7M Cost Savings (3.5 yrs)
- 50% Faster Financial Close
- 230,000 Working Hours Saved
- 110 FTEs Equivalent Savings
Why Lydonia
Successful AI transformation requires more than the right technology—it requires the right approach. Lydonia helps organizations turn AI into measurable business outcomes through a platform-agnostic, outcome-obsessed approach. We identify the highest-value opportunities in finance and accounting, validate ROI upfront, and enable teams to scale AI with confidence across the enterprise.
Cross-system financial intelligence across ERP
Agentic AI links ERP, sub-ledgers, and reconciliation flows so finance operations run as connected financial processes instead of isolated tasks.
Cash flow control through O2C and P2P
Optimization AI improves timing and accuracy of billing, payments, and reconciliation to reduce delays in cash application and working capital cycles.
Audit-ready execution in every step
Approvals, validations, and traceability are built directly into finance execution so audit requirements are continuously met.
Stabilized close and reporting cycles
Month-end and reconciliation cycles are streamlined by reducing manual exceptions and dependency-driven rework.
Ready to Transform Your Finance & Accounting Operations?
Let’s identify where AI delivers the fastest, most measurable impact, backed by validated ROI and built to scale across the enterprise.
