Operational AI for Field Operations
A practical framework for choosing, controlling, integrating, measuring, and recovering operational AI workflows across industrial, construction, and field-heavy teams.
Framework · Workshops · Case studies · Practical guides
Learn the method. Inspect how it holds up.
Start with the open framework, practice through AI Dev Days, review case studies, or use Digital Meld’s articles, podcasts, and field guides.
Learning tracks
Four ways to learn and apply the work.
Read the method, practice it with a real workflow, study completed work, or move into implementation.
framework
The framework
Learn the core concerns, SOP essentials, principles, and method for keeping operating standards current.
ai-dev-days
AI Dev Days
The framework’s research and education companion: public sources, talks, labs, scenarios, and workshops that turn the method into practical skills.
proof-implementation
Case studies and implementation
Explore open-source work, prototypes, migrations, field guides, and completed implementation cases.
digital-meld-outcomes
Practical guidance
Use articles, services, and hiring guides to move from a business problem to accountable delivery.
Resource library
Go deeper with the material already available.
Browse practical articles, podcast conversations, and field guides covering AI, automation, Microsoft systems, data, operations, and technology transitions.
Blog
Articles on practical AI, business process, Microsoft systems, open-source work, governance, and implementation.
Open blog
Podcast
Start Small, Think Big conversations about AI, automation, data, analytics, and business process improvement.
Open podcast
Field guides
Long-form guidance for field operations, agent infrastructure, Microsoft modernization, and M&A transitions.
Open field guides
Field guides
Choose the problem you are working through.
Agent Infrastructure, Trust, and Observability
A technical-buyer framework for choosing agent orchestration, permissions, identity, human approval, tracing, evaluation, cost controls, and incident recovery.
Microsoft Workflow Integration and Modernization
A buyer decision framework for Microsoft 365, Teams, Power Platform, Microsoft Graph, Azure integration, migration, governance, custom engineering, and operating ownership.
M&A Separation and Integration Technology Transitions
A decision framework for technology diligence, Day-1 continuity, identity, data, applications, transition services, separation, integration, cutover, recovery, and operating ownership.
Start Small, Think Big
A wider learning and community path.
Continue with practical podcast conversations, articles, and community learning about AI, automation, and business process improvement.
Ready to practice with a real workflow?
Use AI Dev Days for facilitated learning, or bring Digital Meld the workflow when it needs implementation ownership.