AgentShift v2 applied to the Finance L0/L1/L2 process taxonomy (Plan-to-Perform, Contract-to-Cash, Record-to-Report, Treasury, Source-to-Pay, Acquire-to-Retire, Tax) — calibrated against 124 production agentic-AI vendor cases drawn from the market research. Every L2 scored 0–10 on agent impact, mapped to Agent-Core / Agent-Augmented / Human-Core for transformation planning.
Each L2 is scored on three theoretical dimensions plus a market-evidence dimension: Transaction Intensity (T), Decision Complexity (D), Regulatory Blast Radius (RBR), and Vendor Maturity Index (VMI) — drawn from 124 shipping vendor cases with paying customers:
Where 3+ production vendors exist for a given L2 (e.g. AP automation has 17+ shipping vendors), the market has already proven automatability — VMI pulls the score upward to reflect that.
Each tier-detail row carries a vendor count and lead vendor names from the market scan — use this as the evidence base when challenging the score in workshop conversations.
Use this for: Finance GCC redesign · CFO transformation business case · vendor shortlisting · close-and-consolidate target operating model · AP/AR / Tax / Treasury automation roadmaps.
| ID | L2 Process | L1 Area | T | D | RBR | VMI | Impact | Score | Rationale | Production Vendors (market evidence) |
|---|---|---|---|---|---|---|---|---|---|---|
| 5.2 | Invoice Processing & Payment | Source to Pay | 10 | 2 | 4 | 10.0 | 9.66 | AP automation, OCR, 3-way match — agent-native (15+ vendors). | 24 Oracle, Infosys, Wipro, Tech Mahindra, Newgen Software | |
| 2.2 | Cash Applications | Contract to Cash | 10 | 2 | 4 | 7.5 | 9.42 | AR auto-cash, remittance matching — agent-native. | 4 HighRadius, BlackLine, Celonis, NICE | |
| 5.4 | T&E Card Administration | Source to Pay | 9 | 2 | 3 | 6.25 | 9.04 | Expense capture, policy check, reimbursement — agent-led. | 3 SAP, Brex, Ramp | |
| 3.5 | Pre-Close Activities | Record to Report | 9 | 2 | 5 | 10.0 | 8.61 | Reconciliations, accruals — agent-native (BlackLine, FloQast). | 6 Workday, FloQast, Cohere, Celonis, Pega Systems | |
| 3.4 | Period End Reporting | Record to Report | 9 | 3 | 5 | 10.0 | 8.37 | Statutory + management reports, ESG — agent drafts. | 6 Deloitte, FloQast, Workiva, insightsoftware, Newgen Software | |
| 2.7 | Reporting & Analytics (C2C) | Contract to Cash | 8 | 3 | 3 | 6.25 | 8.25 | AR aging, DSO, dispute analytics — agent-generated. | 3 Billtrust, PwC, Microsoft | |
| 1.7 | Profitability & Performance Reporting | Plan to Perform | 8 | 4 | 4 | 10.0 | 8.15 | Margin, P&L, MIS — agent-generated dashboards & narrative. | 6 OneStream, IBM, Prophix, WNS Global Services | |
| 2.4 | Customer Inquiry | Contract to Cash | 9 | 2 | 3 | 3.75 | 8.1 | AR helpdesk, statement requests — agent-led deflection. | 1 Zoho Corporation | |
| 5.8 | Purchasing / Payment Inquiry | Source to Pay | 9 | 2 | 2 | 0.0 | 8.08 | Vendor and stakeholder helpdesk — agent deflects. | no production vendors mapped | |
| 2.1 | Billing Management | Contract to Cash | 9 | 2 | 4 | 5.0 | 8.06 | Invoice generation, cycle billing — agent end-to-end. | 2 Salesforce, Chargebee | |
| 3.11 | Import Data & Process Accounting | Record to Report | 9 | 2 | 4 | 5.0 | 8.06 | IDP, journal capture, OCR-to-GL — agent-native. | 2 Workday, Appian |
| ID | L2 Process | L1 Area | T | D | RBR | VMI | Impact | Score | Rationale | Production Vendors (market evidence) |
|---|---|---|---|---|---|---|---|---|---|---|
| 3.1 | Close General Ledger Data Sources | Record to Report | 9 | 2 | 5 | 6.25 | 7.97 | Sub-ledger close, data ingestion — agent-native. | 3 Oracle, insightsoftware, WNS Global Services | |
| 2.3 | Collections Management | Contract to Cash | 9 | 3 | 4 | 3.75 | 7.37 | Dunning, dispute, prioritisation — agent collector. | 1 HighRadius | |
| 1.3 | Develop Annual Operating Plan / Budget | Plan to Perform | 7 | 5 | 4 | 10.0 | 7.35 | Driver-based budgeting, scenarios — agent-led modelling. | 6 Anaplan (SAP), Workiva, Vena Solutions, Prophix, insightsoftware | |
| 5.1 | Contract Lifecycle Management | Source to Pay | 8 | 3 | 4 | 5.0 | 7.33 | Authoring, redlining, repository — agent-native CLM. | 2 Workday, Newgen Software | |
| 3.7 | Calculation of Contribution Margin | Record to Report | 8 | 3 | 3 | 3.75 | 7.32 | Margin breakdowns, allocations — agent computes. | 1 Perfios | |
| 3.8 | Cost Allocation | Record to Report | 8 | 3 | 3 | 3.75 | 7.32 | Driver-based allocations — agent runs allocations engine. | 1 Workday | |
| 5.7 | Requisitioning & Purchasing | Source to Pay | 8 | 3 | 3 | 3.75 | 7.32 | Guided buying, PR-PO — agent-led ops. | 1 Zip | |
| 5.9 | Receiving | Source to Pay | 8 | 3 | 3 | 3.75 | 7.32 | GRN, 3-way match prep — agent automates. | 1 Mphasis | |
| 3.9 | Period End Close & Reporting | Record to Report | 9 | 2 | 5 | 3.75 | 7.15 | Close-to-disclose orchestration — agent end-to-end. | 1 Trintech | |
| 6.3 | Depreciation, Retirement, Impairment & Adjustments | Acquire to Retire | 9 | 2 | 5 | 3.75 | 7.15 | Calc engines, schedule runs — agent-native. | 1 Microsoft | |
| 6.5 | Period End Close, Reporting & Analytics (A2R) | Acquire to Retire | 9 | 2 | 5 | 3.75 | 7.15 | Asset close-to-report — agent-native. | 1 SAP | |
| 1.8 | Refresh Predictive Financial Forecast | Plan to Perform | 8 | 4 | 4 | 5.0 | 7.03 | ML-driven rolling forecast — agent retrains and re-runs. | 2 Workday, Oracle | |
| 4.3 | Cash and Liquidity Management (Working Capital) | Treasury | 8 | 4 | 5 | 6.25 | 7.01 | Cash forecast, sweeps — agent-led optimisation. | 3 Kyriba, Celonis, WNS Global Services | |
| 3.12 | Manage Adjustments & Re-processing | Record to Report | 8 | 3 | 4 | 3.75 | 6.89 | Top-side, true-ups — agent computes, controller signs. | 1 SAP | |
| 5.10 | Reporting & Analytics (S2P) | Source to Pay | 8 | 3 | 3 | 0.0 | 6.85 | Spend cube, savings tracking — agent-generated. | no production vendors mapped | |
| 1.6 | Perform Plan Analytics & Risk Assessment | Plan to Perform | 7 | 5 | 4 | 6.25 | 6.67 | Variance, sensitivity, risk — agent runs analytics. | 3 IBM, Vena Solutions, H2O.ai | |
| 4.8 | Settlement & Payment | Treasury | 9 | 2 | 6 | 3.75 | 6.67 | Wire/ACH execution, reconciliation — agent-native ops. | 1 Razorpay | |
| 4.11 | Payroll Disbursement | Treasury | 9 | 2 | 6 | 3.75 | 6.67 | Payroll release, controls — agent-native. | 1 Workday | |
| 3.2 | Financial Consolidation | Record to Report | 8 | 4 | 6 | 6.25 | 6.54 | Inter-co elims, FX, consol — agent runs, controller signs. | 3 BlackLine, SAP, EXL Service | |
| 1.10 | Consolidated Reporting (entity-level) | Plan to Perform | 8 | 3 | 5 | 3.75 | 6.46 | Multi-entity roll-up — agent automates close-to-report. | 1 OneStream | |
| 2.6 | Period End Close (C2C) | Contract to Cash | 8 | 3 | 5 | 3.75 | 6.46 | AR close, deferred revenue — agent reconciles. | 1 HighRadius | |
| 4.2 | Bank Account Management | Treasury | 8 | 3 | 5 | 3.75 | 6.46 | Account opening, signatories, KYC — agent + treasurer. | 1 HCLTech | |
| 6.4 | Leased Asset Accounting | Acquire to Retire | 8 | 3 | 5 | 3.75 | 6.46 | IFRS-16/ASC-842 compliance — agent computes, lead reviews. | 1 Oracle | |
| 4.7 | Reporting & Analytics (Treasury) | Treasury | 8 | 3 | 4 | 0.0 | 6.45 | Cash visibility, exposure dashboards — agent-driven. | no production vendors mapped | |
| 5.5 | Period End Close (S2P) | Source to Pay | 8 | 3 | 4 | 0.0 | 6.45 | Accruals, AP close — agent reconciles. | no production vendors mapped | |
| 5.12 | Strategic Sourcing | Source to Pay | 7 | 5 | 4 | 5.0 | 6.23 | RFx, e-auctions, GenAI bid analysis — agent-augmented sourcer. | 2 Coupa, WNS Global Services | |
| 5.6 | Procurement Strategy | Source to Pay | 6 | 6 | 3 | 6.25 | 6.2 | Category strategy — agent + CPO. | 3 Coupa, IBM, Uniphore | |
| 7.2 | Indirect Tax | Tax | 9 | 3 | 8 | 6.25 | 6.19 | GST/VAT/SUT determination, returns — agent-native. | 3 Avalara, Vertex, SAP | |
| 3.6 | Preliminary Reviews & GL Close | Record to Report | 8 | 3 | 6 | 3.75 | 6.03 | Variance review, sign-off prep — agent surfaces, controller approves. | 1 Oracle | |
| 6.1 | Asset Creation | Acquire to Retire | 7 | 3 | 4 | 0.0 | 5.97 | Capitalisation, asset master — agent automates. | no production vendors mapped | |
| 7.4 | Tax Filing & Reporting | Tax | 8 | 3 | 8 | 6.25 | 5.83 | E-filing, audit packs — agent-led with high RBR gate. | 3 KPMG, Clear (Defmacro Software), Automation Anywhere | |
| 2.8 | Setup Customer Master Data & Credit | Contract to Cash | 7 | 4 | 5 | 3.75 | 5.73 | KYC, credit scoring — agent + risk officer. | 1 HighRadius | |
| 1.5 | Operational Planning | Plan to Perform | 6 | 5 | 3 | 3.75 | 5.64 | Demand-supply balance, planning ops — agent + planner. | 1 TCS (Tata Consultancy Services) | |
| 5.13 | Supplier Relationship Management | Source to Pay | 6 | 5 | 3 | 3.75 | 5.64 | SRM, performance, risk — relational + agent analytics. | 1 Microsoft | |
| 4.1 | Accounting (Treasury) | Treasury | 7 | 4 | 5 | 0.0 | 5.32 | Treasury sub-ledger, FX, derivatives accounting — agent computes. | no production vendors mapped | |
| 5.11 | Strategic Category Management | Source to Pay | 6 | 6 | 3 | 3.75 | 5.26 | Category planning — agent + sourcing lead. | 1 SAP | |
| 7.3 | Payroll Tax & Compliance | Tax | 8 | 3 | 8 | 3.75 | 5.17 | Withholding, statutory — agent prepares, comp lead files. | 1 TaxBit |
| ID | L2 Process | L1 Area | T | D | RBR | VMI | Impact | Score | Rationale | Production Vendors (market evidence) |
|---|---|---|---|---|---|---|---|---|---|---|
| 7.1 | Direct Tax (incl. Withholding) | Tax | 8 | 4 | 8 | 3.75 | 4.94 | Compute, returns prep — agent-led, tax lead files (high RBR). | 1 EY | |
| 2.9 | System Governance (C2C) | Contract to Cash | 5 | 5 | 4 | 3.75 | 4.83 | Workflow stewardship — human-curated. | 1 Zoho Corporation | |
| 1.1 | Agree Action Plans & Update Forecast | Plan to Perform | 5 | 6 | 3 | 3.75 | 4.75 | Action plan refresh, variance triage — agent + FP&A. | 1 Mosaic Tech | |
| 1.4 | Manage Process | Plan to Perform | 5 | 5 | 3 | 0.0 | 4.66 | Process governance — agent monitors, human curates. | no production vendors mapped | |
| 2.5 | Manage Process | Contract to Cash | 5 | 5 | 3 | 0.0 | 4.66 | Cycle governance — agent monitors. | no production vendors mapped | |
| 5.3 | Manage Process (S2P) | Source to Pay | 5 | 5 | 3 | 0.0 | 4.66 | Process stewardship — human-curated. | no production vendors mapped | |
| 3.10 | Data & System Governance | Record to Report | 6 | 5 | 6 | 3.75 | 4.64 | Lineage, master data, controls — judgment + risk. | 1 EY | |
| 3.3 | Manage Process (R2R) | Record to Report | 5 | 5 | 4 | 0.0 | 4.39 | Close calendar, RACI — human-curated, agent-orchestrated. | no production vendors mapped | |
| 4.6 | Manage Process (Treasury) | Treasury | 5 | 5 | 4 | 0.0 | 4.39 | Process governance — human-curated. | no production vendors mapped | |
| 4.4 | Debt & Investment Management | Treasury | 6 | 6 | 6 | 3.75 | 4.34 | Issuance, MTM, portfolio — judgment-heavy. | 1 Palantir | |
| 4.10 | Bank Account User Access Management | Treasury | 6 | 5 | 7 | 0.0 | 3.95 | Access reviews, SoD — controlled, agent inventories. | no production vendors mapped | |
| 1.11 | Policies & Procedures (Accounting/Reporting) | Plan to Perform | 4 | 7 | 6 | 6.25 | 3.94 | Policy design, controls — judgment + risk. | 3 KPMG, EY, BlackLine | |
| 4.5 | Financial Risk Management | Treasury | 6 | 7 | 7 | 3.75 | 3.72 | FX/IR risk, hedging strategy — judgment + RBR. | 1 Workday | |
| 1.2 | Define Enterprise Performance (Reporting) | Plan to Perform | 4 | 7 | 4 | 3.75 | 3.62 | KPI architecture, performance design — human-led. | 1 PwC | |
| 4.9 | New Services Funding / Grants Management | Treasury | 4 | 6 | 5 | 0.0 | 3.33 | Fund deployment, compliance — relational. | no production vendors mapped | |
| 4.12 | Hedging Instruments Management | Treasury | 5 | 7 | 7 | 3.75 | 3.33 | Hedge effectiveness, derivatives — judgment + RBR. | 1 Kyriba | |
| 6.2 | Investment Management | Acquire to Retire | 5 | 7 | 6 | 0.0 | 3.2 | Investment decisions — judgment-heavy. | no production vendors mapped | |
| 3.13 | Policies & Procedures (R2R) | Record to Report | 4 | 7 | 6 | 3.75 | 3.17 | Policy stewardship, audit — judgment + risk. | 1 Workiva | |
| 1.9 | Review & Develop Strategic Plan | Plan to Perform | 3 | 8 | 4 | 3.75 | 2.74 | Strategy formulation — exec judgment. | 1 Planful | |
| 4.13 | Policies & Procedures (Authority Levels) | Treasury | 4 | 7 | 7 | 0.0 | 2.58 | Authority matrix, controls — human-led. | no production vendors mapped |
Every role executes a weighted blend of L2 processes. The role's Agent Impact is therefore the weighted average of those L2 scores: Role Score = Σ (wi × L2 Scorei). This is the formal bridge between the process view (this taxonomy deck) and the role view (the AgentShift Index treemap). FTE % below is an indicative mid-size GCC pattern — overwrite with your actual FTE distribution to size the business case.
| Role | Grade | FTE % | Process Mix (L2 × weight → score) | Role Score | Tier | Implication |
|---|---|---|---|---|---|---|
| AP Specialist / Clerk | L1 | 14% | 5.2 Invoice Processing & Payment×1.00→9.7 | 9.66 | Agent-Core | Redesign role around agent · 60–80% FTE reduction band |
| AP Lead / Manager | L3 | 3% | 5.2 Invoice Processing & Payment×0.70→9.75.6 Procurement Strategy×0.30→6.2 | 8.62 | Agent-Core | Redesign role around agent · 60–80% FTE reduction band |
| AR / Cash Apps Clerk | L1 | 8% | 2.2 Cash Applications×0.60→9.42.1 Billing Management×0.40→8.1 | 8.88 | Agent-Core | Redesign role around agent · 60–80% FTE reduction band |
| Collections Analyst | L2 | 5% | 2.3 Collections Management×0.70→7.42.4 Customer Inquiry×0.30→8.1 | 7.59 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| General Ledger Accountant | L2 | 10% | 3.1 Close General Ledger Data Sources×0.40→8.03.5 Pre-Close Activities×0.30→8.63.11 Import Data & Process Accounting×0.30→8.1 | 8.19 | Agent-Core | Redesign role around agent · 60–80% FTE reduction band |
| Senior Accountant / Close Lead | L3 | 6% | 3.5 Pre-Close Activities×0.40→8.63.6 Preliminary Reviews & GL Close×0.30→6.03.9 Period End Close & Reporting×0.30→7.2 | 7.4 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| Financial Reporting Analyst | L2 | 5% | 3.4 Period End Reporting×0.60→8.43.2 Financial Consolidation×0.40→6.5 | 7.64 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| FP&A Analyst | L2 | 8% | 1.6 Perform Plan Analytics & Risk Asse×0.30→6.71.7 Profitability & Performance Report×0.40→8.21.8 Refresh Predictive Financial Forec×0.30→7.0 | 7.37 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| Senior FP&A / Finance Manager | L3 | 4% | 1.7 Profitability & Performance Report×0.40→8.21.3 Develop Annual Operating Plan / Bu×0.30→7.31.6 Perform Plan Analytics & Risk Asse×0.30→6.7 | 7.47 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| Tax Analyst | L2 | 6% | 7.1 Direct Tax (incl. Withholding)×0.40→4.97.2 Indirect Tax×0.40→6.27.4 Tax Filing & Reporting×0.20→5.8 | 5.62 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| Treasury Analyst | L2 | 5% | 4.3 Cash and Liquidity Management (Wor×0.40→7.04.8 Settlement & Payment×0.40→6.74.2 Bank Account Management×0.20→6.5 | 6.76 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| Procurement Specialist | L1-L2 | 8% | 5.7 Requisitioning & Purchasing×0.50→7.35.9 Receiving×0.30→7.35.6 Procurement Strategy×0.20→6.2 | 7.1 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| Sourcing Specialist | L2 | 4% | 5.12 Strategic Sourcing×0.50→6.25.11 Strategic Category Management×0.30→5.35.13 Supplier Relationship Management×0.20→5.6 | 5.82 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| T&E Specialist | L1 | 4% | 5.4 T&E Card Administration×1.00→9.0 | 9.04 | Agent-Core | Redesign role around agent · 60–80% FTE reduction band |
| Fixed Asset Accountant | L2 | 4% | 6.3 Depreciation, Retirement, Impairme×0.50→7.26.4 Leased Asset Accounting×0.30→6.56.5 Period End Close, Reporting & Anal×0.20→7.2 | 6.94 | Agent-Augmented | Productivity uplift · 30–50% gain via tooling + workflow |
| Controller | L4 | 3% | 3.6 Preliminary Reviews & GL Close×0.50→6.03.13 Policies & Procedures (R2R)×0.30→3.23.10 Data & System Governance×0.20→4.6 | 4.89 | Human-Core | Capability investment · 10–20% uplift, agent peripheral |
| Internal Audit / Controls | L2-L3 | 3% | 3.13 Policies & Procedures (R2R)×0.50→3.23.10 Data & System Governance×0.30→4.67.4 Tax Filing & Reporting×0.20→5.8 | 4.14 | Human-Core | Capability investment · 10–20% uplift, agent peripheral |
Reading the row. "1.3 Candidate Sourcing ×0.70 →8.5" means the role spends 70% of its time on L2 1.3, which scores 8.5 (Agent-Core). If the role's L2 mix is dominated by Agent-Core processes, the role itself is Agent-Core — translating directly into FTE-reduction targets on the treemap. Mixed mixes land in Augmented; Human-Core roles are anchored in low-T / high-D / high-RBR L2s.
Methodology v2. Scoring extends the AgentShift Banking GCC v3.0 framework with a Vendor Maturity Index (VMI) calibrated against 124 production agentic-AI vendor cases catalogued in the Finance market research. Each L2 receives T (Transaction Intensity), D (Decision Complexity), RBR (Regulatory Blast Radius), and VMI on a 0–10 scale.
Why VMI matters for Finance. Theoretical scoring underweights L2s where shipping vendors have already proven automatability — e.g. AP automation (17+ vendors), Pre-Close & Reconciliation (5+), FP&A / Profitability Reporting (4+), Period End Reporting (4+). VMI corrects for this calibration gap.
Calibration window. Q2 2026 — Claude 4.x / GPT-5 generation, mature agent orchestration, autonomous-close stacks (BlackLine, FloQast, Trintech, HighRadius, Tipalti, Bill, Stampli, AppZen, Vic.ai, etc.). Re-baseline annually as the market consolidates.
How to use. Agent-Core → redesign operating model around agent (controls, FTE plan, vendor shortlist). Agent-Augmented → productivity programs (tooling + workflow change). Human-Core → capability investment (judgment, controls, advisory).
What this is not. Not a headcount target. Not a vendor endorsement. Not a substitute for change-impact assessment, segregation-of-duties review, or per-role scoring. Pair with operating-model design before committing to a transformation business case.