AI Decision Agents
An intelligence layer for this capability
AI Decision Agents is the natural surface for assisted automation — it prepares the action, shows the evidence, and waits for human approval.
Operational AI
Intelligent Automation
AI-assisted flows where the human validates the call — not where the AI decides alone. Useful for reconciliations, validations, and recurring reports.
- Human-in-the-loop
- Approval gates
- Auditable
The problem
Where companies lose time, resources, or control
Full automation is risky for processes that need judgment. Assisted automation — where the AI prepares, validates, and proposes, and the human decides — keeps speed without giving up control.
What 7 Business Solutions does
From business problem to operational software
- Recurring reconciliations and validations prepared by the assistant.
- Reports drafted by the AI and approved by the human.
- Decision points with explicit human-in-the-loop checkpoints.
- Audit log of who approved what and when.
- Integration with the source systems and approval flows.
- Notification engine wired to operational alerts.
Use cases
Operational scenarios for this capability
Concrete situations where this capability can support operations.
- 01
Reconciliation flow with assisted exception triage.
- 02
Recurring report generation with human validation.
- 03
Onboarding workflow with assisted document review.
- 04
Approval gate over finance entries with audit trail.
- 05
Notification engine wired to operational alerts.
- 06
Ticket triage routing tickets to the right team.
Capabilities and technologies
Stack and capabilities we apply
- Human-in-the-loop
- Workflow engines
- Approval flows
- Audit log
- RAG
- ML decision support
- Notification orchestration
What we deliver
Deliverables you can operate and audit
- Automation map with human checkpoints per process.
- Audit log with user, action, source, and outcome.
- Operational dashboards showing assisted activity.
- Rollback path for any automated step.
- Operations and governance handoff.
- Per-flow KPI dashboard.
Your next version
What should move first in your operation?
Let us turn that answer into a focused diagnosis, a first deliverable, and a path to scale.
01Problem and context
02Scope and first evidence
03Evolution path