Human-in-the-loop AI agents · Governance, approval, audit

An agent your auditor can follow, step by step.

Human in the loop means a named person reviews and approves an AI agent's work before it takes effect. For finance and ERP agents it's what makes them auditable: COSO's February 2026 guidance expects human oversight of AI outputs that touch journal entries and reconciliations, and logs of the model, prompts, inputs, outputs and approvals behind each one.

Audit trail · one cash postingRunning
09:14:02Agent v3.2 read remittance RA-8812 (email, 2 pages)
09:14:05ERP lookup: 3 open invoices for customer C-00412
09:14:08Proposed match 3 of 3, confidence high; 1 alternative rejected
09:14:09Posting held: amount above auto threshold
09:31:40Approved by M. Rossi, AR lead; posted by the ERP
09:31:41Record retained with prompt version and inputs
Who started it, what it read, what it rejected, who approved.Illustrative
In or on the loop

Human in the loop or on the loop?

Human in the loopHuman on the loop
How it worksA person approves each action before it takes effectThe agent acts; a person monitors and can stop it
FitsPostings, payments, credits, customer emails, master dataReading, sorting, drafting, low-risk routine replies
EvidenceAn approval record per itemMonitoring, sampling and an off switch
RegulationMatches COSO's oversight for financial reportingEU AI Act Article 14 still requires a person able to override or stop
The audit trail

What to log for every agent action.

Drawn from COSO, ISACA and Microsoft Purview's audit records for agents.

0 of 12 settled
Who and why
What happened
Who decided
Platform limits

What Microsoft's approval tools do and don't do.

Useful, but read the fine print before relying on them for finance.

ToolWhat it gives youThe catch
Business Central agent reviewReviewer name and date recorded; changed fields marked with the agent, reason and confidenceA review step, not an approval workflow
Business Central vendor creationAgent-created vendors are blocked until a person approvesMicrosoft notes this is often needed to pass an audit
Copilot Studio AI approvalsAI-assisted decisions in flowsMicrosoft says they weren't designed for decisions that affect finances
Copilot Studio multistage approvalsAI and human stages in one flowPreview; the same approver can't sit on two stages
Microsoft Purview auditAgent ID, version, resources accessed, injection flagsTurn it on and set retention

From Microsoft Learn, October 2026.

Guardrails

The limits we set before an agent touches money.

ActionAgent aloneAgent drafts, person approvesPeople only
Read and match documents

Read-only, scoped by role.

Post below an agreed threshold

Start at zero; raise only with evidence.

Pay a supplier

Payment runs stay with people.

Change vendor bank details

The top fraud route; agents flag, never change.

Change its own rules

Change control on prompts, as COSO expects.

From the blog

Read more on this.

Publishing 2 NovCash application audit trail: what your auditors will ask for
Publishing 22 NovAI agent audit trail: what to log for every action so your auditors stay happy
Publishing 8 NovAI agent governance: a working model for companies without an AI team
Publishing 17 NovAI agent guardrails: the limits we set before an agent touches money or master data
Publishing 13 NovDesigning an approval queue for AI agents: who approves what, and how fast
Publishing 19 NovHuman in the loop vs human on the loop: which one your agents need, task by task
FAQ

What controllers and auditors ask.

What should an AI agent audit log record?

Who started the action, the agent and its version, the prompt version, the inputs it read, the tools it called, what it proposed and rejected, the approver and time, and the final result.

What audit evidence do I need if an AI agent applies cash in our ERP?

For each posting: the remittance and bank line it used, the match it proposed with alternatives, the approver and time, and the ERP posting reference. Agree the evidence with your auditors early, as COSO's 2026 guidance suggests.

Can AI agents be used in SOX-controlled finance processes?

Yes, with controls: a named approver for anything that affects the books, change control on prompts and models, logged evidence and periodic testing. Treat the agent as part of the control, not a replacement for it.

How do I govern AI agents in my company?

Keep an inventory of agents, give each its own identity and owner, set an approval matrix, log everything, review monthly and know how to switch any agent off. COSO's six steps (govern, inventory, assess, design, implement, monitor) are a good frame.

What guardrails should AI agents have in finance and ERP systems?

Least-privilege access, thresholds that start at zero, people-only rules for payments and bank details, untrusted inputs treated as data, and every action authorised by the ERP itself, not the AI.

What should I ask an AI vendor before giving it system access?

What identity the agent uses, which records it can reach, what it logs and for how long, how approvals work, and how you stop it.

Two weeks · fixed price · you keep the design

Agents your auditors are comfortable with.

Book Appointment
Sahil kataria (1)
Sahil Kataria

Founder and CEO

amit Kumar
Amit Kumar

Chief Sales Officer

Talk To Sales

USA

+1 270-550-1166

flag

+1 270-550-1166

Phil J.
Phil J.Head of Engineering & Technology​
QServices Inc. undertakes every project with a high degree of professionalism. Their communication style is unmatched and they are always available to resolve issues or just discuss the project.​

Turn the Microsoft Licenses
You Already Own Into an
AI Workplace

Join our live webinar on Sept 24 and see five
ways to automate meetings, approvals, and

document search with  tools already in your

tenant.

Assured

Thank You

Your details has been submitted successfully. We will Contact you soon!