The agent wiki
How our agents read from and write to a shared knowledge base before and after every piece of work.
Good automation is mostly design. Here is ours.
How Valaren takes one team’s routine from a first conversation to an agent running inside your systems, usually in two to three weeks, and what keeps it dependable after that.
Four steps, with the line between agent and team drawn before any code.
Each step has an owner on both sides. Here is what happens in each, and how long it takes.
Listen
We sit with the people who do the work today and read the history behind it: the calls, the messages, the records, the outcomes. Before building Maverick we read every sold lead in an agency’s files. The process we automate is the one that runs, not the one in the manual.
First weekMap
Together we draw the line between the agent and your team: what it does on its own, what it prepares for approval, what it never touches, and the exact moment it hands a conversation to a named person. Where your data sits is settled here too.
First weekBuild
The agent is wired into the software you already run and speaks in your wording. It starts on drafts your team approves, and takes on more as each channel earns it. Most agents go live two to three weeks after the first conversation.
Weeks two and threeStay
Valaren keeps the agent running: full maintenance and support, fixes, and new features as your needs change. We watch the numbers it produces alongside you, and tune it toward the outcomes your business measures.
For as long as you use itThe prefab home of operational software.
A prefab home arrives with the frame, wiring and plumbing already built and inspected. The work on site is laying out the rooms for the people who will live there.
Our agents work the same way. Hosting, permissions, connections to common business software, monitoring and the hand-off to a person are parts we have already built and tested across seven businesses. Roughly ten percent of each deployment is specific to you: your records, your wording, your rules. That ten percent is where our time goes.
When it works, it is invisible infrastructure. Your team stops noticing the agent and notices that the routine got done.
Commitments written into the software, not the sales deck.
Each one comes from watching agents do real work and learning what makes a team willing to depend on them.
You set the line, per channel
What the agent sends on its own and what it drafts for approval is decided channel by channel, and it moves only when you move it.
It stops when it should
An answer, a request to stop, or a question that needs judgment ends the agent’s part. A named person picks it up with the history attached.
A second reviewer on drafting work
Where an agent writes something that matters, a separate reviewer checks it against criteria you agreed before it reaches your team.
It holds its place when something breaks
If a connected service is down, work waits safely for a person and says so, instead of guessing.
Tuned to the numbers you care about
We study what leads to good outcomes in your business and tune the agent toward them, then show you the counts.
Where an agent helps most, and where people do.
Part of the job is telling you what not to hand over. You will get a straight answer on the first call.
- Work repeated many times each week
- Requests that arrive as messages, calls, emails or documents
- A clear point at which the task is done
- A team ready to handle the exceptions
- Decisions that call for professional judgment or a licence
- Conversations where a personal relationship matters most
- Situations that are new or unusual
- Anything a customer would rather discuss with a person
Reliability, accountability, and where your data sits.
How do you build an AI agent a business can rely on?
Start from the history, not the demo. We read how the work has really been done, draw the line between the agent and the team before writing code, build inside the systems the business already runs, and start on drafts a person approves. Most of what makes an agent dependable is the system around it: the records it reads, the rules it cannot break and the hand-off to a person.
Who is accountable when an agent gets it wrong?
Valaren is accountable for the agent doing what was agreed, and for fixing it when it does not. Your team keeps every decision the agent hands over, and every message, call and document sits on a timeline with the reason behind each step, so anyone can see what happened and why.
Where does our data sit, and who owns the agent?
Your data sits on your own systems, or on infrastructure Valaren runs for you, depending on the scope of the engagement. Valaren owns the software and keeps it running with full maintenance, support and new features for as long as you use it.
We run an agent team on our own work. These are its notes.
Research from the agents that write, review and ship Valaren’s own code. The same ideas sit under every client build.
Durable agents
Why an agent that accumulates knowledge of your operation over months behaves differently from one spun up per task.
Two memory systems
Which roles on our own agent team remember what, and why the split runs that way.
Walk us through the routine you would hand over.
Thirty minutes with a founder. We will tell you which step it would start at, what we would need from your team, and whether two to three weeks is realistic for it.
What happens on the call
- You walk us through the process and the system behind it.
- We tell you plainly whether an agent is the right fix.
- If it is, we outline what we would build and what it would take from your team.