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Operational AI

AI Decision Agents

Generative AI, specialized agents, and quantitative models that turn fragmented information into trusted decisions and actions.

  • Specialized agents
  • Quantitative scenarios
  • Human control

The problem

Where companies lose time, resources, or control

An isolated answer is not enough when a team needs to understand what happened, compare scenarios, and decide the next step. Agents provide context, analysis, control, and follow-up.

What 7 Business Solutions does

From business problem to operational software

  • Bring together the relevant context for a question or decision.
  • Surface differences, exceptions, and risks that need attention.
  • Prepare answers and reports with evidence for review.
  • Organize alternatives and criteria before a decision.
  • Prepare sensitive actions for human approval.
  • Preserve context, decisions, and outcomes for follow-up.

Use cases

Operational scenarios for this capability

Concrete situations where this capability can support operations.

  • 01

    Finance agent for reconciliations, scenarios, and variance analysis.

  • 02

    Talent agent for headcount, risk, absences, and master data.

  • 03

    Operations agent for status, incident research, and alerts.

  • 04

    Executive agent for leadership answers, scenarios, and evidence.

  • 05

    Audit agent for evidence retrieval and decision history.

  • 06

    Procurement agent for supplier, risk, and spend analysis.

Capabilities and technologies

Stack and capabilities we apply

  • Operational context
  • Verifiable evidence
  • Signals and exceptions
  • Comparable options
  • Reports for review
  • Human approval
  • Traceable follow-up
  • Controlled access

What we deliver

Deliverables you can operate and audit

  • Agent system scoped to one or more business processes.
  • Agreed access and responsibility matrix.
  • Validation criteria aligned with the business.
  • Decision and outcome records according to scope.
  • Operations guide and evolution plan.
  • Adoption and usage dashboard when included in scope.
AI Decision Agents

An intelligence layer for this capability

AI Decision Agents turn fragmented information into evidence, scenarios, and controlled actions so teams can decide with clarity.