Work Observability
Scout captures how humans and agents work, then puts an effort and cost figure on every activity. The visibility your automation and agent programs are planned on.
of operational effort is invisible to standard tools
reduction in process effort
PEAK Matrix® Leader, years running
patents held by Soroco
The board challenge
Most enterprises now run two workforces at once, people and AI agents, yet almost none can see how the two work together. That blind spot is where cost leaks and agent programs stall.
True cost
Work observability
Legend: Human · AI agent · System · Decision · Exception & rework
[This section originally used an interactive before/after drag-reveal diagram (a workflow map showing 5 known steps vs. 40+ observed activities). Elementor has no native reveal-slider widget — recommend either: (a) export the diagram as a single static image and use it here, or (b) use a Before/After slider plugin like Twenty20 / Image Comparison Slider Widget for Elementor. The full SVG markup for both states is available if you want it rebuilt as a static image or exported as SVG.]
Drag the handle to reveal the work that was always there.
The Scout method
Scout turns raw human and agent interaction into an operating decision, one workflow followed end to end.
01· Capture
Nothing modeled, everything observed
Every screen, field, action and app — plus effort signals and agent logs — captured from real human and agent interaction.
02 · Reason
03· Quantify
04· Prioritize
Cost-to-serve by customer, SKU, channel and process shows what to fix, keep human, or hand to an agent.
05· Accelerate
The work graph
Who is asking
How do we improve margins without hurting service?
How do we increase productivity and unlock capacity?
How do we build the case for a hybrid workforce that scales?
CIO
How do we govern an agentic workflow once it is live?
Ask Sia
Avali and Scout
Deep observability across the operation. The as-is state, in evidence.
Redesign and simulation. The to-be state, costed and proven.
Both run on the work graph. Understanding the work and redesigning it are the same problem seen from two ends.
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