AI automation
AI automation for work that is repetitive, messy, or slow to hand off.
AI is a controlled tool inside a business process, not the whole offer. Stammen Technology builds reviewable automations around real inputs, real tools, and real approval points.
Where AI helps
Use it for repeated information work with a review path.
Documents
PDFs, invoices, proposals, and forms
Extract details, flag missing fields, and turn unstructured information into records that can be checked.
Messages
Inboxes, tickets, and leads
Sort requests, draft replies, summarize context, and move the right items into the right queue.
Knowledge
Internal search and recurring questions
Help staff find policies, SOPs, product information, project notes, and customer context faster.
Reporting
Status summaries and spreadsheet cleanup
Reduce repeated report prep while keeping sources, exceptions, and judgment visible.
Reliable structure
A useful AI build has boundaries.
Capture the input
Collect documents, forms, emails, tickets, leads, or records in one place.
Create the first pass
Extract, summarize, classify, draft, or flag missing information.
Review before action
Keep people in control before customer-facing, financial, or sensitive decisions move forward.
Sync the clean result
Update the CRM, spreadsheet, inbox, dashboard, database, or internal tool.
Track and improve
Use logs, feedback, and exceptions to tune the process over time.
Common builds
Practical AI automation projects.
Document processing
Turn PDFs and forms into reviewable records.
For invoices, proposals, applications, service forms, and messy document intake.
- Field extraction
- Missing-detail checks
- Human review
- Clean handoff to the right tool
Best fit: documents with repeatable structure and clear exception handling.
Inbox and ticket triage
Sort requests before they sit unattended.
For leads, support inboxes, internal requests, and customer follow-up queues.
- Classification
- Summaries
- Draft responses
- Routing and prioritization
Best fit: busy inboxes where speed matters but final judgment still belongs to a person.
Knowledge assistants
Help staff search internal information.
For policies, SOPs, product notes, project context, and common internal questions.
- Source-limited answers
- Searchable references
- Access rules
- Training and usage guidance
Best fit: businesses with useful information scattered across documents and notes.
Risk and control
AI should make work easier to check, not harder to trust.
Strong AI automation keeps human review, clear system boundaries, minimum necessary data, logs, access control, and practical controls for sensitive work.
The goal is not to replace judgment. The goal is to make the first pass faster, cleaner, and easier to verify.