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Here is a governance test that takes one minute.Pick the AI rule in your business you would least want to fail. The esca...

09/04/2026

Here is a governance test that takes one minute.

Pick the AI rule in your business you would least want to fail. The escalation path. The approval threshold. The one that protects a promise you have made to clients.

Now answer three questions without looking anything up:

Who owns it?

When did a human last read what it produced?

Who is allowed to change it?

If any answer is a shrug, you have not found a compliance problem. You have found the honest distance between the governance you believe you have and the governance you actually have.

That distance is worth forty-five minutes and one page.

Your rules are only as durable as the person willing to be accountable for them.

Article linked below: https://jbherrera.substack.com/p/the-governance-layer-who-watches?r=2q6ppe&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

Best for: SMB leaders whose AI guardrails and escalation rules exist on paper but have no named human owner.

Picture a firm that did the work.They mapped their AI systems. They wrote down their non-negotiables. After one badly ha...

09/03/2026

Picture a firm that did the work.

They mapped their AI systems. They wrote down their non-negotiables. After one badly handled client message, they built the rule: anything mentioning bereavement, hardship, or a legal threat stops outbound automation and routes to the account owner within four hours.

The rule worked. It fired eleven times in six weeks.

Every alert landed in a shared operations inbox that no single person was responsible for reading.

Nothing malfunctioned. The guardrail performed exactly as designed.

It just reported to nobody.

That firm didn't need a compliance function. It needed one name on one inbox.

Governance at our size isn't a binder. It's a person saying: that rule is mine.

https://jbherrera.substack.com/p/the-governance-layer-who-watches?r=2q6ppe&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

Best for: SMB leaders whose AI guardrails and escalation rules exist on paper but have no named human owner.

For every automated rule that matters, answer four questions:1. 𝐖𝐡𝐨𝐬𝐞 𝐧𝐚𝐦𝐞 𝐢𝐬 𝐨𝐧 𝐭𝐡𝐢𝐬 𝐫𝐮𝐥𝐞? One person. Not a committee,...

09/02/2026

For every automated rule that matters, answer four questions:

1. 𝐖𝐡𝐨𝐬𝐞 𝐧𝐚𝐦𝐞 𝐢𝐬 𝐨𝐧 𝐭𝐡𝐢𝐬 𝐫𝐮𝐥𝐞? One person. Not a committee, not a department, not "operations." If you can't name them in five seconds, it's unowned.

2. 𝐖𝐡𝐚𝐭 𝐝𝐨𝐞𝐬 𝐢𝐭 𝐩𝐫𝐨𝐝𝐮𝐜𝐞 𝐭𝐡𝐚𝐭 𝐚 𝐩𝐞𝐫𝐬𝐨𝐧 𝐜𝐚𝐧 𝐫𝐞𝐚𝐝? How often it fired, what it escalated, what happened next. A log nobody can read is storage, not oversight.

3. 𝐖𝐡𝐞𝐧 𝐝𝐨𝐞𝐬 𝐚 𝐡𝐮𝐦𝐚𝐧 𝐥𝐨𝐨𝐤? A rhythm — monthly is usually enough — plus a trigger for an off-cycle review.

4. 𝐖𝐡𝐨 𝐦𝐚𝐲 𝐜𝐡𝐚𝐧𝐠𝐞 𝐢𝐭, 𝐚𝐧𝐝 𝐰𝐡𝐞𝐫𝐞 𝐢𝐬 𝐭𝐡𝐚𝐭 𝐫𝐞𝐜𝐨𝐫𝐝𝐞𝐝? A rule anyone can silence is a preference, not a guardrail.

That is a Governance Ledger. Five rules, one page, forty-five minutes.

Not the five most complex rules. The five whose failure would embarrass you in front of a client.

https://jbherrera.substack.com/p/the-governance-layer-who-watches?r=2q6ppe&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

Best for: SMB leaders whose AI guardrails and escalation rules exist on paper but have no named human owner.

Nobody decides to weaken a value.It happens like this instead.An alert fires too often, so someone reasonable widens the...

09/01/2026

Nobody decides to weaken a value.

It happens like this instead.

An alert fires too often, so someone reasonable widens the trigger. A channel gets muted during a busy quarter. The operations manager who built the rules takes another job, and her judgment leaves with her. A vendor updates a model underneath a workflow nobody rechecked.

Each adjustment was defensible on the day it was made. None of them was recorded. None of them was reviewed.

I call it Drift by Maintenance — values worn down by small, sensible changes rather than overturned by a decision anyone would recognize as wrong.

Your guardrails are not permanent. They are claims about how your company behaves, and claims expire.

The question is who finds out when one stops being true.

https://jbherrera.substack.com/p/the-governance-layer-who-watches?r=2q6ppe&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

Best for: SMB leaders whose AI guardrails and escalation rules exist on paper but have no named human owner.

A rule without an owner is not a control.It is a message addressed to no one.You can configure a guardrail perfectly. It...

08/31/2026

A rule without an owner is not a control.

It is a message addressed to no one.

You can configure a guardrail perfectly. It can fire exactly when it should. And it can still fail completely, because the alert lands somewhere no single person is responsible for reading.

That is not a technology gap. It is a governance gap.

The fix is smaller than most leaders expect. For every consequential automated rule in your business, you need four answers:

Whose name is on it. What it produces that a person can actually read. When a human looks. And who may change it, on what evidence, and where that change gets recorded.

One page. Five rules. Four answers each.

The full framework is in this week's article below: https://jbherrera.substack.com/p/the-governance-layer-who-watches?r=2q6ppe&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

Best for: SMB leaders whose AI guardrails and escalation rules exist on paper but have no named human owner.

Try one Handoff Review this weekend.Choose a recent automated decision your company would handle differently today. Then...

08/28/2026

Try one Handoff Review this weekend.

Choose a recent automated decision your company would handle differently today. Then compare two things:

𝐖𝐡𝐚𝐭 𝐭𝐡𝐞 𝐩𝐞𝐫𝐬𝐨𝐧 𝐨𝐫𝐢𝐠𝐢𝐧𝐚𝐥𝐥𝐲 𝐜𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐞𝐝.

𝐖𝐡𝐚𝐭 𝐭𝐡𝐞 𝐧𝐞𝐱𝐭 𝐬𝐲𝐬𝐭𝐞𝐦 𝐚𝐜𝐭𝐮𝐚𝐥𝐥𝐲 𝐫𝐞𝐜𝐞𝐢𝐯𝐞𝐝.

Which facts survived? Which became labels? Which disappeared?

Now name the value that should have shaped the next action and write a simple Context Contract:

- the decision
- the relevant facts
- the governing constraint
- the source and uncertainty
- the human escalation path

Do not redesign the whole stack. Repair the seam that already showed you where trust was at risk.

Your values become operational when the next system receives enough context to honor them.

Article linked below:
https://jbherrera.substack.com/p/context-is-everything?utm_campaign=post-expanded-share&utm_medium=web

How Values Flow Through Multi-Agent Systems

Picture a client writing this to a professional-services firm:“Please route our invoices to Maria. Our controller died u...

08/27/2026

Picture a client writing this to a professional-services firm:

“Please route our invoices to Maria. Our controller died unexpectedly, and the team is trying to steady itself. We are not ready to discuss the renewal yet.”

The intake agent updates the billing contact.

The finance agent invoices Maria.

The marketing agent receives one field—*renewal pending*—and sends an upbeat upgrade message the next morning.

Every task completed. The firm still failed the client.

The fix is not to give the marketing system the entire private message. The fix is to preserve the minimum meaning required for a humane response: pause promotional outreach, record the client's request, and route the relationship to the account owner.

That is what values-aligned architecture looks like in practice.

Not a bigger policy.

A better handoff.

https://jbherrera.substack.com/p/context-is-everything?utm_campaign=post-expanded-share&utm_medium=web

How Values Flow Through Multi-Agent Systems

Before one AI system hands a consequential decision to another, require five things:1. 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 — What happened?2. 𝐑𝐞𝐥𝐞𝐯...

08/26/2026

Before one AI system hands a consequential decision to another, require five things:

1. 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 — What happened?
2. 𝐑𝐞𝐥𝐞𝐯𝐚𝐧𝐭 𝐟𝐚𝐜𝐭𝐬 — What could change the next action?
3. 𝐆𝐨𝐯𝐞𝐫𝐧𝐢𝐧𝐠 𝐜𝐨𝐧𝐬𝐭𝐫𝐚𝐢𝐧𝐭 — Which promise or non-negotiable applies?
4. 𝐏𝐫𝐨𝐯𝐞𝐧𝐚𝐧𝐜𝐞 𝐚𝐧𝐝 𝐮𝐧𝐜𝐞𝐫𝐭𝐚𝐢𝐧𝐭𝐲— Where did the information come from, and what remains unresolved?
5. 𝐄𝐬𝐜𝐚𝐥𝐚𝐭𝐢𝐨𝐧 𝐩𝐚𝐭𝐡 — When does automation stop, who owns the exception, and how quickly must they respond?

That is a Context Contract.

Notice what is not on the list: “send everything.” Good context is purposeful and proportionate. It gives the next agent enough meaning to act in alignment without giving it unnecessary access.

One seam. One contract. One better decision.

The complete Handoff Review is in this week's article below: https://jbherrera.substack.com/p/context-is-everything?utm_campaign=post-expanded-share&utm_medium=web

How Values Flow Through Multi-Agent Systems

Your AI systems can all work correctly—and your company can still act out of character.One agent updates a status. Anoth...

08/25/2026

Your AI systems can all work correctly—and your company can still act out of character.

One agent updates a status. Another receives the label. A third takes action.

What disappears between them is often the reason the status exists.

“Renewal pending” might mean negotiation. It might also mean a client asked for space after a death on their team. The same label should not produce the same next action.

This is Handoff Drift: the transaction survives, but the human meaning does not.

The answer is not unlimited shared memory. It is a designed handoff that carries the relevant facts and the governing constraint—while protecting everything the next system does not need.

Values do not move through software by inspiration.

We have to give them a path.

https://jbherrera.substack.com/p/context-is-everything?utm_campaign=post-expanded-share&utm_medium=web

How Values Flow Through Multi-Agent Systems

A weekend question, and it's a harder one than it sounds.Pick one thing your company would never do. A real one. The lin...

08/21/2026

A weekend question, and it's a harder one than it sounds.

Pick one thing your company would never do. A real one. The line you'd lose money over.

Now: where is it written down, in a form a machine can act on?

If the answer is "in three places, slightly differently," you have fragmentation. If the answer is "in my head" — you have a value that has never once governed a decision made without you in the room.

That's the whole premise of the arc that opened this week. Every arc before it assumed you were somewhere near the decision. This one is about the decisions made at 2:14 in the morning, by a system talking to another system, about a person whose name you'll never learn.

In one firm, that took nine minutes.

Your values are only as strong as the weakest agent acting in your name.

Article below: https://jbherrera.substack.com/p/the-aligned-ecosystem-when-all-your?r=2q6ppe&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

Best for: Leaders who aligned their AI carefully, one tool at a time, and now run an ecosystem nobody has ever evaluated as a whole.

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