You build the AI. The foundation is already here.
Your team has already built AI skills and agents that save real time. You don't need to build the workflows, approvals, controls and records around them as well. mot-r already provides them, so your agents can run at department scale.
The new heroics.
A skill one person built, running on their own desktop, works until that person is away. Then nobody can show what the AI did, on whose authority, or whether it helped.
What your team got right
- Fast to build, with no vendor project
- Runs on AI the company already pays for
- Shaped by the people who do the work
- Teaches the team what AI can do
Where it breaks at department scale
- It depends on the person who built it
- No approval point before AI output goes out
- No record of what the AI did, or for whom
- Different people, different results
- Tied to one AI provider
The operational foundation, already in place.
Every limit listed above is something mot-r already covers. Your agents plug into it; they don't have to re-create it.
Workflows
Intake, routing, hand-offs and deadlines around every AI step.
Human approvals
A lawyer signs off where the risk calls for it. AI can't skip the step.
Access controls
Each agent reaches only what it's allowed to, under each user's permissions.
A record of every AI action
What ran, on what, for whom, and who approved it.
AI usage reporting
Adoption, cost and performance, by provider, model, task and user.
Any provider
Run several at once, on your own keys, and change them without rework.
Your AI captures the request. mot-r runs the work.
Your agents keep doing what they do well. mot-r supplies the process, the approvals and the evidence.
Start workflows from your AI tool
The AI tools your team already uses can open a mot-r workflow and pass in what they gathered.
Keep building where you build
Your skills and agents stay in the tools your team chose. mot-r is where they hand off.
A lawyer in the loop by design
Each workflow sets who reviews, who approves and what happens next.
Only what you allow
Your AI reaches only the workflows and actions you choose, under each user's permissions.
Evidence of every hand-off
What each agent submitted, who acted on it and what was approved, in one record.
mot-r's own AI, when it helps
Inside a workflow, AI tasks can draft and check on any provider, with usage reporting.
- Start a workflow
- Pass in captured data
- Check progress
- Retrieve the result
- Find open work
A DIY invoice review agent
The agent flags block billing and rate overages in a chat window. Routing the invoice, chasing a decision and replying to the firm all happen by hand, and nothing is recorded.
The agent starts an invoice review workflow and passes in its flags. The responsible lawyer accepts or rejects each one, the firm gets a reduction backed by the guideline, and every step is on the record.
Three agents. 60 days. Your rules.
Bring three of your team's AI agents or skills. We connect them to mot-r workflows on your real processes, with measures agreed in advance.

