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 ↗Research operations
Research Organizations
Research Organizations
Managed AI Workflows.
Prepare project evidence and administrative reporting packs with source provenance and researcher review.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
Research teams need to synthesize records without overstating what the evidence supports. AI-generated summaries can blur observations, hypotheses and established findings.
Help teams organize the material and make review more efficient while researchers retain interpretive authority.
A WORKFLOW WORTH EXPLORING
Research project reporting preparation
A project lead selects approved records for an internal progress report.
Draft a progress summary that separates completed work, preliminary observations and open questions, with source references.
WHERE JUDGMENT BELONGS
Make the review point explicit.
The responsible researcher checks interpretation and disclosure suitability before circulation.
Work within the real constraints.
Confirm confidentiality, publication status and sponsor restrictions. Do not turn preliminary observations into established claims.
Success needs
a useful measure.
Measure unsupported interpretations, missing provenance, preparation time and corrections needed before circulation.
Before expanding the workflow, compare the result with the current process. Include review effort and exceptions in that comparison so the improvement reflects the team's actual experience.
Read the implementation guide ↗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.
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.