Impact dashboard

See where AI is paying off.

Track runs, cost, turnaround time, approvals and rework for every agent, workstream and team.

Impact
184Runs this month
37mMedian turnaround
92%Approval clarity
$428Model cost
Time saved Rework reduced Skill adoption Cost avoided

Measure outcomes, not just usage.

Know what each workflow costs

See the cost of every run and every workflow, not one big monthly bill.

Spot what needs fixing

Rework and approval rates show where an agent needs better knowledge, clearer rules or a tighter scope.

Show results to leadership

Turnaround time and volume make it clear which workflows are improving.

Run volume, cost and turnaround

Follow how many runs each agent and workflow completes, what they cost and how long they take, so you know where AI time and spend are going.

ROI and operations AI impact dashboard
Live
184 Runs
37m Turnaround
92% Approval clarity
$428 Model cost
Time saved Rework reduced Skill adoption

Approval rate and rework

See how often work is approved as it is, edited or rejected. High rework points to a workflow that needs better knowledge, clearer rules or a tighter scope.

Human review gate Approval request
Live
Approval required

Send renewal recommendation to vendor owner

Includes business context, evidence, risk flags, and action history.

Customer-impactingExternal communicationFinancial threshold
Approve Edit Escalate

Compare teams, workstreams and agents

Break results down by department, workstream and agent, then decide where to expand next and where to add more governance.

AI workstream board Procurement operations
Live

Running3

Collect spend history

Agent

Draft support summary

Agent

Check vendor terms

Priya

Waiting2

Legal clause approval

Legal

Budget sign off

Finance

Done3

Evidence packet

Agent

Renewal notes

Marcus

Risk summary

Agent
How it works

From request to recorded result.

  1. Agents run real work

    Every run happens inside your governed workspace.

  2. Each run is measured

    Volume, cost and turnaround are recorded automatically.

  3. Quality is tracked

    Approvals, edits and rejections show how good the work is.

  4. Leaders review the numbers

    By team, workstream and agent.

  5. Expand what works

    Give more work to the workflows that prove their value.

Every feature runs inside the same six controls.

Identity, access, approvals, supervision, audit and policy apply to every agent and every run, whichever part of the workspace it happens in.

See governance and audit
  • Identity
  • Access
  • Approvals
  • Supervision
  • Audit
  • Policy
FAQ

Impact dashboard: questions and answers

Short answers to what teams ask before they put this part of SoftworkerAI to work.

Contact us directly
What does the impact dashboard track?

Run volume, cost, turnaround time, approval rate, rework and business impact for agents, workstreams and teams.

Can we see the cost of each workflow?

Yes. Cost is tracked per run, so you can see it by agent, workstream and team.

How do we know if an agent is doing good work?

Approval and rework rates show how often its work is accepted as it is, edited or rejected. The run trace shows why.

Who can see the dashboard?

People with the right role in your workspace, so leaders and admins see the numbers without opening every run.

The multiplayer workspace for humans and AI agents is how teams move beyond prompting and safely hand AI real work. It gives people one place to plan, approve, and oversee execution, so they can run work with AI agents they can govern and trust.
The SoftworkerAI Team