sdpwr / AI automation systems
Connect content, support and operations through AI-assisted workflows. Define triggers, approvals and exception handling so each task has a clear owner and a traceable outcome.
Recurring work that crosses business systems, follows identifiable rules and currently depends on repeated manual coordination.
A workflow map, connected steps, approval rules, execution records, an exception queue and a manual operating procedure.
Automation acts only on approved records and actions. Uncertain, sensitive or failed work follows an agreed review path.
Choose workflows with identifiable inputs and outcomes, then decide where rules, AI assistance and human judgment each belong.
Receive enquiries from agreed channels, check required fields, identify repeated submissions and assign an owner. AI can prepare a summary or suggested category; ambiguous records enter a review queue before further action.
Start from approved product changes, prepare draft content and route it to the right reviewer. Publish only approved versions to permitted destinations and track records that fail validation or need additional information.
Collect permitted business and advertising data on an agreed schedule, reconcile totals and flag defined exceptions. Alerts identify the owner and supporting records; budget changes or customer messages require explicit authorization.
The workflow definition covers timing, record changes and failure handling so operators can understand and control execution.
Document schedules or business events, time zones, field mappings and entry conditions. Identify the source record and assign a repeat-safe record key so a retry does not create an extra order, message or task.
Set review gates for external communications, publication, spending and other sensitive changes. Use access limited to the required records and actions, with an authorized owner able to revoke it or pause the workflow.
Set retry limits and delays for temporary service failures. Stop on invalid data or lost permission, route the record to an owner and provide a checked recovery step that avoids repeating completed actions.
A workflow is ready when a business owner can inspect its output, handle exceptions and stop it when necessary.
Deliver run records showing the source, relevant rule version, completed actions and review decisions. Agree which details may be retained and who checks delayed, failed or unassigned work.
Test ordinary runs, repeated events, missing fields, time-zone boundaries and service interruptions. Agree acceptable completion and exception rates, reconcile resulting records and require owner approval before increasing volume.
Provide instructions for disabling triggers, completing work manually and resuming safely. Version rule changes, review their effect on records already in progress and document any actions that cannot be reversed.
Agree on the business scope, then build, validate, and improve in stages.
Trace a real task from intake to completion. Identify repeated steps, approval owners, existing exceptions and the cost of an incorrect action.
Agree triggers, data access, conditions, permitted actions and review gates. Set retry limits, exception ownership and acceptance examples.
Build the workflow using approved connections. Test with representative records and compare proposed actions before enabling agreed live writes.
Reconcile pilot outputs, rehearse pause and recovery, and confirm the owner's acceptance. Hand over run guidance and any agreed monitoring responsibilities.
No. Fixed rules are usually preferable for calculations, permissions and required fields. AI can help interpret unstructured material or prepare drafts, while the surrounding workflow validates the result and controls what happens next.
Only if that action is explicitly included in the agreed scope with authorized access, limits and approval rules. An initial workflow can provide alerts and proposed changes for a person to review before anything is applied.
Temporary failures can retry within defined limits. Revoked access, invalid data or repeated failures stop the affected work and create an exception for the assigned owner. The handover includes manual continuation and safe restart instructions.
Often, subject to their supported connections, account permissions and operating limits. We review those capabilities first and identify steps that need a different connection, a manual handoff or a separately scoped software change.
A named business or technical owner is assigned during scoping. Ongoing monitoring and maintenance can be discussed separately; the delivery agreement identifies who reviews failures, renews access and approves changes.
Connect a specific business problem with the right engineering, intelligence, and growth capabilities.
Develop knowledge assistants, AI content workspaces and bounded task agents with source controls, human review and evaluation against your business needs.
Plan and build commerce websites, business workspaces and connected software with defined permissions, testable workflows and an agreed handover.
Explore illustrative solutions for market entry, fragmented operations and inconsistent product knowledge, with scoped deliverables and practical acceptance criteria.
Describe what starts it, the systems it crosses and the exceptions your team handles today. We can discuss a bounded pilot with clear controls and measurable acceptance.