Not every step should run on AI

Graphio scores every process for AI readiness, matches it to any mix of AI, RPA, and people, and rebuilds the path.

Cycle 1 · Evaluate

Graphio finds a Winning Path per mix

The best route for a person, an agent, or RPA rarely looks the same. People win with judgment and fewer handoffs. Agents win with clean signals and deterministic steps. Graphio derives the winning path for each mix from your cases, and scores every workflow against it.

Order ReceivedPayment Received
Chart comparing winning paths for people and agents from order received to payment receivedChart comparing winning paths for people and agents from order received to payment received
  • Winning Path for people
  • Winning Path for agents
  • Other executions on record
  • Optimal for people

    Fewer handoffs, room for judgment calls, timing that respects how teams actually coordinate.

  • Optimal for agents

    Deterministic steps, clean signals in and out, explicit gates where a human must confirm.

Cycle 2 · Assign

Graphio sorts the work and suggests the mode

Each workflow lands in one of three calls. You review and approve, Graphio does the sorting.

  • AI-ready

    Stable, repeatable work can move to an AI agent or RPA within approved boundaries.

  • Fix Before AI

    Weak ownership, inconsistent paths, or signals must be resolved before automation.

  • Protect

    Judgment, approval, and high-risk decisions stay human-led or human-reviewed.

  • AI Agent

    Best for: Bounded work needing context or coordination

    Control: Acts only within approved steps and human gates

  • RPA

    Best for: Fixed rules, stable inputs, repeatable actions

    Control: Runs a deterministic sequence with clear exceptions

  • Human + AI

    Best for: Analysis, drafting, recommendations

    Control: A person reviews or approves before execution continues

  • Human only

    Best for: Regulated approval, irreversible actions

    Control: No autonomous execution, ownership stays explicit

Suggested solution modes with best-fit work and control model
SolutionBest forControl
AI AgentBounded work needing context or coordinationActs only within approved steps and human gates
RPAFixed rules, stable inputs, repeatable actionsRuns a deterministic sequence with clear exceptions
Human + AIAnalysis, drafting, recommendationsA person reviews or approves before execution continues
Human onlyRegulated approval, irreversible actionsNo autonomous execution, ownership stays explicit

Cycle 3 · Validate, Launch & Govern

Graphio proves the path before agents touch live work

Before any agent enters production, Graphio builds a digital twin of the process and lets the agent run there first. The path gets validated on your process structure, not on your customers.

Digital twin validation

A working replica of the process, built from your discovered execution structure. Agents run the Winning Path inside it before they ever run it for real.

  • Build the twin

    The discovered process becomes a simulated environment with the same steps, gates, and handoffs.

  • Run the agent inside

    The agent executes the agent-optimized path in the twin. Failures happen here, where they cost nothing.

  • Validate the path

    Only paths the agent completes cleanly in the twin get suggested for live launch.

Third-party agent governance

Optional
  • Feed the map
    • +2 more

    Graphio delivers winning paths directly to your approved enterprise agents via MCP or API, making them smarter with every run.

  • Watch every move

    Each agent action is checked against the path. Drift routes back to a person, nothing fails silently.

  • Suggest the next launch

    Graphio recommends expanding agents only where your own execution data shows the impact holds.

Make AI readiness operational

Graphio shows which workflows are ready for AI, and keeps a person at the wheel everywhere else.

Score, evidence, blockers, and the suggested next step, for every process you connect.

  • content never analyzed
  • validated in a twin before launch
  • works with your agents, not ours