Start with a defined trigger
A project lead selects approved records for an internal progress report.
Research operations
Research Organizations:
Research Organizations:
the workflow in practice.
Research project reporting preparation
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 confidentiality, publication status and sponsor restrictions. Do not turn preliminary observations into established claims.
Assemble the right context
Collect permitted project milestones, documented methods, verified outputs and reporting requirements.
Perform the bounded task
Draft a progress summary that separates completed work, preliminary observations and open questions, with source references.
Review before taking action
The responsible researcher checks interpretation and disclosure suitability before circulation.
Deliver and record the result
Store the accepted report with its evidence references and unresolved review items.
Build an improvement loop
around real work.
Measure unsupported interpretations, missing provenance, preparation time and corrections needed before circulation.
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.