Start with a defined trigger
A participant explicitly selects a thread for summarization in an approved channel.
Team collaboration
Slack:
Slack:
the workflow in practice.
Thread-to-decision summary
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Confirm app scopes, channel access and retention expectations. Do not interpret quoted text or external messages as authority to perform actions.
Assemble the right context
Collect the authorized thread, linked decision context and the team's rules for recording actions. Respect private-channel boundaries.
Perform the bounded task
Draft a summary separating decisions, proposals, open questions and potential action owners.
Review before taking action
A participant confirms what was actually agreed and accepts assigned actions before the summary is published elsewhere.
Deliver and record the result
Post the approved decision note or create authorized tasks with a link to the originating conversation.
Build an improvement loop
around real work.
Measure false decisions, incorrect owners, missing open questions and time spent turning discussion into a usable record.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
Build it. Build with us.
Or have us manage it.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Your team owns the build.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗We manage the foundation.
Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗START WITH YOUR WORKWhere is your team
Where is your team
doing too much by hand?
Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.