Resources
Articles and frameworks for risk, audit, finance, and operations teams—grouped by domain.
Accounts Payable
Leakage and control risks in procure-to-pay and vendor payments.
Article
Duplicate Payment Detection Needs 15+ Analytics
One duplicate-payment rule is not enough. Learn the scenarios that cause leakage, how to turn them into analytics, and how foretale.ai builds those tests.
Article
8 Vendor Master Analytics Every Company Should Run
How AI finds duplicate suppliers, shared bank accounts, and master-data gaps before they become payment leakage.
Article
What AP Actually Paid.
PO ordered 100. Goods received 40. Invoice cleared 100—seven analytics that catch the gap.
Article
New Vendor. Big First Payment. Then Nothing.
Vendor added Day 0. Paid Day 3. Next bill never—seven checks that catch rush vendors.
Article
Same Vendor. Too Many Invoices.
Peer vendors send 4 invoices a month. This one sent 47—seven checks that catch unusual volume.
Procurement
Fake competition, collusion, and award risks that inflate cost before the invoice hits AP.
Article
Three Suppliers. One Bank Account. The Bid Was Never Competitive.
How shared vendor identities expose bid rigging—and seven analytics that catch fake competition.
Article
Vendor Relationship Networks.
Two vendors never share a bank account, tax ID, or phone—yet they always bid together. Build a graph instead of rule-based analytics.
Travel & Expense
Behavioral risk in T&E—beyond policy gates and sampled audits.
Article
Stop Looking at Expense Reports. Start Looking at Expense Behavior.
Why traditional expense audits miss the highest-risk transactions—and how AI changes the game.
Article
Personal Shopping. Business Expense Code.
Seven analytics that catch shopping, lifestyle, and home-city spend submitted as business.
Article
Same Dinner. Three Claims.
Meal total 9,600. Approval above 5,000. Submitted as 3,200 + 3,200 + 3,200—seven checks that catch split expenses.
Payroll
Post-termination pay, ghost employees, and payroll master gaps that drain salary spend.
Article
The Badge Was Deactivated. The Salary Kept Clearing.
How payments after termination and payroll master gaps create silent leakage—and eight analytics that catch it.
Article
On Payroll. Nowhere in the Building.
How ghost employees hide in payroll—and eight analytics that expose fictitious, duplicate, and no-show workers.
Purchasing Cards
Misuse and leakage risks in P-Card programs—beyond monthly statements and sampled receipts.
Order-to-Cash
Billing, credits, pricing, and collection risks that quietly erode revenue.
Article
7 Order-to-Cash Analytics Every Company Should Run to Protect Revenue
How AI helps identify billing errors, revenue leakage, duplicate credits, and collection risks before they impact the bottom line.
Article
The List Price Was Fine.
Policy capped the discount at 5%. The invoice took 18%—seven analytics that catch Order-to-Cash discount leakage.
General Ledger
High-priority journal and balance risks in the books of record—beyond trial-balance sampling.
Frameworks
Reference guides for structuring enterprise risk and compliance analytics programmes.