Making Treasury Operations Accessible to Your Finance Team
Treasury operations sit at the intersection of precision and process. Wire transfers need to go to the right accounts with the right approvals. Foreign exchange exposure needs to be managed consistently. Bank account controls need to hold even when the person who usually handles them is unavailable.
A context-engineered Treasury Operations Guide gives finance team members handling cash operations the guidance they need to execute transactions correctly, follow the right protocols, and know when to escalate, without relying on tribal knowledge or tracking down the one person who knows the process.
RAG #9 in the Kendall Project's 100 Essential Enterprise AI Assistants is the Treasury Operations Guide. This post walks through what one looks like and what you need to build it.
What a Treasury Operations Guide Does
The Treasury Operations Guide is a context-engineered AI assistant built on a RAG model. It gives finance team members accurate, procedure-specific guidance on treasury activities including cash positioning, wire transfers, bank account management, and foreign exchange protocols.
At its most useful, it handles questions like:
- What is the approval process for a domestic wire transfer over $100,000?
- Which bank account do we use for foreign currency receipts in euros?
- What documentation do I need to initiate a new banking relationship?
- Our FX policy requires hedging above a certain threshold. What is that threshold and who initiates it?
- What are the daily cash positioning steps and who receives the report?
- A wire was rejected by the receiving bank. What is the escalation process?
The difference between a generic AI assistant and a context-engineered one is critical in treasury. A general-purpose AI can describe what treasury processes typically look like. A Treasury Operations Guide built on your organization's context can tell a specific finance team member exactly which approval chain applies to an international wire at your company, what your bank's cut-off time is for same-day processing, and who the backup approver is when the primary is unavailable.
The Context Blocks That Make It Work
Processes
The Processes block is the foundation of the Treasury Operations Guide. It captures the step-by-step procedures for every core treasury activity: how to initiate and approve wire transfers, how daily cash positioning is conducted, how bank account openings and closings are managed, and how FX transactions are executed. These are the procedures that need to be followed exactly, every time.
Treasury processes are particularly sensitive to gaps and inconsistencies. A missed step in a wire transfer procedure can result in a delayed or rejected payment. A skipped approval in a bank account change can create a control failure. The Processes block needs to capture not just the steps but the controls embedded within them, so the assistant guides employees through the complete procedure rather than a simplified version of it.
Rules
The Rules block captures the policies and thresholds that govern treasury decisions: approval limits by transaction type and amount, FX exposure thresholds that trigger hedging requirements, investment policy constraints, banking relationship requirements, and segregation of duties rules. This is what allows the assistant to give guidance that reflects your organization's actual risk framework rather than generic treasury best practices.
The conditional logic in treasury rules tends to be precise and consequential. Whether a second approver is required often depends on the exact dollar amount. Whether an FX transaction needs to go through a specific desk depends on the currency and size. Capturing those conditions explicitly in the Rules block is what makes the difference between guidance that is directionally correct and guidance that is operationally accurate.
Assets
The Assets block captures the reference materials that support treasury operations: bank account registers, authorized signatory lists, wire transfer templates, correspondent bank details, FX rate sources, and contact information for banking partners. This is what allows the assistant to give complete, actionable guidance rather than pointing employees to find the right information themselves.
In many organizations, this information is scattered across spreadsheets, shared drives, and the institutional knowledge of a small number of people. Pulling it together into a structured Assets block is often the most time-intensive part of the build, and also the part that delivers the most immediate operational value. Having accurate, current bank account and signatory information in one accessible place benefits the treasury function regardless of the AI layer on top.
Roles
Treasury operations involve strict segregation of duties that are role-dependent by design. Who can initiate a wire is different from who can approve it. Who has signatory authority on which accounts varies by individual and account type. Who is the designated backup when a primary approver is unavailable needs to be documented and current.
The Roles block maps those distinctions precisely. It is also where succession and backup coverage logic lives, which is where treasury operations most commonly run into problems. When the person who usually handles a time-sensitive transaction is unavailable, the assistant needs to be able to route to the right backup without ambiguity.
Glossary
Treasury operations use precise terminology that carries specific operational meaning. The difference between a "nostro" and "vostro" account matters. The distinction between "value date" and "settlement date" affects timing decisions. What your organization means by "cash positioning" versus "liquidity management" may differ from standard definitions. The Glossary block captures that vocabulary so the assistant communicates accurately with finance team members who work in treasury terminology daily.
Where to Start
The Processes block is the right starting point, specifically the wire transfer procedures since they are the highest-risk, highest-frequency treasury activity for most organizations. Documenting those procedures end-to-end, including the approval controls embedded within them, creates an immediate reference that reduces risk and builds the foundation for everything else.
The Assets block typically requires the most coordination to build accurately. Bank account registers, signatory lists, and correspondent bank details need to be current and verified. That information often lives across multiple systems and with multiple people. Getting it consolidated and structured is real work, but it is work that the treasury function needs regardless of the AI project.
The Treasury Operations Guide is a way to make precise operational guidance available at the point of execution. Getting the context right is what makes the difference between an assistant that describes how treasury works and one that walks a finance team member through exactly what to do with the transaction in front of them right now.