Your business changes in conversation first. Your systems catch up later. Rithmo sits between the two and reconciles them continuously, so every agent acts on what the business currently stands behind. That is the part of AI agent reliability a capable model cannot supply on its own. Here is the whole path, in eight steps.
Where the change appears
Agents updated
Rithmo works across the places your business changes: the conversations where decisions are made, the documents that record them, and the business systems where they are carried out.
You choose what Rithmo can access. Nothing new for employees to install and no new place to enter information.
Deploy Rithmo in your cloud, VPC, or on premises. Your data stays inside infrastructure you control, and the deployment architecture is finalized with your team during implementation.
Your cloud
Deployed into your own cloud account or VPC, on infrastructure you already monitor.
On premises
Deployed inside your own data center, on hardware you already run.
Business changes usually happen in conversation before they reach a system. A decision gets made on a call, in a message, or over email. The CRM or help center may not be updated until later.
On Wednesday, your team agrees to shorten the refund window from 30 days to 14. At first, that decision exists only in the conversation.
The Wednesday call said 14 days. Your CRM still says 30. Your help center still says 30.
Rithmo does not treat every message as truth. It checks who said it, whether it was confirmed, what it would supersede, and whether other sources disagree.
When the answer can be maintained under your organization’s rules, the context stays current and agents act on it. Here the sources still disagree, so Rithmo does not pick one.
Conversation
Wednesday leadership call
“Let’s move refunds to 14 days.”
14 days
Rithmo
These do not match.
Flagged to the person who owns refunds.
System of record
CRM · refund rule
30 days
Support AI checks Rithmo before approving the refund. While the sources disagree, Rithmo holds that action, so the agent does not apply a policy the business has not settled.
Settled answers go straight to the agent. A genuine conflict holds the affected action, and the question gets answered before the action rather than discovered after it. A model’s confidence is not the company’s authority, so Rithmo does not let the agent pick a side.
Support AI
Approve a refund request
On holdConversation
Wednesday leadership call
“Let’s move refunds to 14 days.”
14 days
Rithmo
These do not match.
Flagged to the person who owns refunds.
Support AI
Approve a refund request
On holdSystem of record
CRM · refund rule
30 days
Rithmo alerts the person who can decide. The alert explains what conflicts, what is waiting, and the decision that settles it.
Rithmo has already done the expensive part: it found the conflict, gathered the evidence, and identified who is responsible for refunds. So the people accountable for that decision are asked a bounded, action-relevant question, not handed an unexplained discrepancy to investigate. This is not a data-cleanup backlog to monitor; the ask exists because a real workflow is waiting on it.
Rithmo
Wednesday’s call moved refunds to 14 days, but the CRM still says 30. Support AI is paused on refund approvals until this is settled.
Which applies to orders placed before October 1?
Rithmo does not guess. The refund action stays on hold until the person who owns the decision confirms which answer is current.
When real business information conflicts, choosing which version governs is itself a business decision. Letting AI pick a winner is not automation; it is software making an unresolved business decision with no one accountable for it. That judgment goes to the people responsible for the subject, because it is theirs to make. Everything around it, the detection, the evidence, the audit trail, and propagating the answer to every connected agent once it is settled, Rithmo has already handled.
Once the owner answers, Rithmo records the current rule and releases the agent. It also records that the CRM no longer matches. The next time Support AI checks, it gets 14 days. Every other connected agent gets the same answer automatically.
Refunds are accepted within 14 days of purchase.
Current state
Approved and effective
Current interpretation
Orders placed from October 1. Earlier orders keep 30 days.
Company alignment
Information that no longer matches
Rithmo records the change, the conflict, the hold, the question, the answer, and the release in one audit trail.
Rithmo keeps agent context current and alerts the right person when a decision needs their judgement. As trust grows you can automate more of that resolution, and agents can take on more consequential work.