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Work Observability

See how your operation actually runs, down to the cost of every activity.

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.

40–70%

of operational effort is invisible to standard tools

30–50%

reduction in process effort

4×

PEAK Matrix® Leader, years running

600+

patents held by Soroco

The board challenge

In an agentic world, building agents without activity-level economics risks cost escalation.

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.

Measurement
23%
No defensible number
Most report returns, but few can attribute them to specific agents.

True cost

40–60%
Budgets land under real cost
Build is just 25–35% of TCO. The rest is often unbudgeted.
Governance
80%
Governance is the bottleneck
No approval boundaries, no live monitoring, no audit trail.

Work observability

See what you could not see before.

The same order-to-cash workflow, twice. Drag from the five steps your systems report to the operational reality Scout observes, every exception, handoff and rework loop that was always there.

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

Five moves from blind spot to business case.

Scout turns raw human and agent interaction into an operating decision, one workflow followed end to end.

01· Capture

See the digital exhaust

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

Understand how work runs

Structured, cross-workflow and ad-hoc
Workflows, patterns and ad-hoc signals stitched into one execution timeline for hybrid human-and-agent work.

03· Quantify

Put a number on work

Activity-based cost and productivity
Cost per activity across humans and agents. A standard order runs $12. An exception order runs $38.

04· Prioritize

Find where value moves

Cost-to-serve, segmented

Cost-to-serve by customer, SKU, channel and process shows what to fix, keep human, or hand to an agent.

05· Accelerate

Scale with control

30–40% less human intervention
Human intervention falls and agent confidence rises across hybrid workflows as adoption matures.

The work graph

A model without the ground truth of how your work actually runs is guessing. That ground truth is the work graph, and no one else has it.

Who is asking

Every leader's question answered.

CFO

How do we improve margins without hurting service?

COO

How do we increase productivity and unlock capacity?

CEO

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

All you need to do is ask

The operational insight is already in Scout. With our latest addition Sia, you can ask a question in natural language and get a direct answer, along with the context and evidence behind it.

Avali and Scout

Two questions, one work graph.

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How is work being done?

Deep observability across the operation. The as-is state, in evidence.

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How should work get done?

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.

See what Scout reveals about how your work actually runs.

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