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 ↗Cloud operations
Amazon Web Services
Amazon Web Services
Managed AI Workflows.
Prepare cloud-operation investigations with the relevant configuration and evidence while engineers retain change authority.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
An alert alone rarely explains the operational context. AI can organize evidence, but unsupported remediation advice can create a larger incident.
Give engineers a source-linked investigation brief and a safer starting point for diagnosis.
A WORKFLOW WORTH EXPLORING
Operational alert investigation pack
An engineer selects an alert for assisted investigation.
Summarize the observed symptoms, list supporting evidence and propose diagnostic questions rather than executing changes.
WHERE JUDGMENT BELONGS
Make the review point explicit.
An engineer validates the analysis and selects any remediation. Production actions require the normal change or incident authority.
Work within the real constraints.
Confirm account boundaries, IAM permissions, data handling and logging access. Keep investigation credentials separate from change permissions.
Success needs
a useful measure.
Measure unsupported diagnoses, useful evidence retrieval, investigation time and operator correction effort.
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 ↗CONNECTED OPPORTUNITIES
Cloud Cost Review Preparation
Prepare a source-linked explanation of cloud spending changes and questions for resource owners.
Explore this solution ↗Microsoft Azure
Organize deployment and incident evidence into reviewed operational briefs for your Azure environment.
Explore this solution ↗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.