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What Is Process Intelligence? Process Mining, Task Mining & AI Explained

What Is Process Intelligence? Process Mining, Task Mining & AI Explained

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Process intelligence is the use of data and AI to show how business processes actually run, why they deviate and what to change. It combines process mining of system logs, task mining of user activity, process modelling and monitoring into one continuous view of operations.

For years the market called this process mining. In 2026 the name changed, and the change matters: enterprises now want more than a map of system events. They want a complete, trusted picture of how work gets done, one that can guide improvement and feed AI agents. This guide explains what process intelligence is, how it differs from process mining and task mining, what each approach misses, and where the human steps between systems fit in.

What is process intelligence?

Process intelligence brings together several ways of understanding a process:

  • Process mining reconstructs processes from event logs in systems such as SAP, Oracle and Salesforce.

  • Task mining records what users do on their desktops: clicks, keystrokes and application switches.

  • Process modelling documents the intended process, often in BPMN, in a governed repository.

  • Monitoring and analysis compare how processes really run against targets, flag deviations and suggest actions.

The goal is not a better diagram. It is a reliable answer to three questions: how does this process really run, where does it break, and what should we change first?

Process mining vs task mining vs process intelligence


Process mining

Task mining

Process intelligence

Data source

System event logs (ERP, CRM, ITSM)

User desktop activity

Both, plus process models and business context

What it shows

End-to-end flow of cases through systems

Detailed steps inside one person's task

The full process, its variants and their impact

Level of detail

Process level

Task and keystroke level

Process to task level

Typical question

Why do invoices take 21 days to pay?

How long does a clerk spend on each invoice?

Where should we standardise, automate or deploy an agent?

Typical users

Process excellence and transformation teams

Automation and operations teams

Transformation, operations and AI programme leaders

Blind spots

Manual work and anything outside systems

The wider process and the reasons behind actions

Judgement and context that no data source records

For a closer look at the first two, see task mining vs process mining vs process documentation.

Why Gartner renamed process mining to process intelligence

Until 2025, Gartner assessed this market in its Magic Quadrant for Process Mining Platforms. On 5 May 2026 it published the first Magic Quadrant for Process Intelligence Platforms instead. According to SAP's announcement, the expanded category assesses platforms that unify process mining, task mining, modelling, analysis, optimisation, monitoring, automation discovery and governed process repositories.

Three shifts explain the change:

  1. Vendors had already broadened. Leading process mining platforms added modelling, task mining, simulation and automation, so "mining" described only one part of what they sold.

  2. Insight had to lead to action. Buyers wanted platforms that recommend and trigger changes, not just visualise problems.

  3. AI agents need process context. As enterprises deploy agents, they need a trusted source of how processes should run. Process intelligence is increasingly positioned as that layer.

For buyers, the practical takeaway is simple: "process intelligence" and "process mining" now often describe the same product category, but process intelligence implies a wider scope.

What process mining and task mining miss

Both techniques are powerful, and both have blind spots:

Approach

Sees

Misses

Process mining

Every case that passes through a system, with timestamps

Steps that happen outside systems: spreadsheets, email, calls, checks done by eye, work in tools that don't log events

Task mining

Clicks and application switches on monitored desktops

Why people act as they do, exceptions they handle from experience, and work on unmonitored devices

Both

What happened

What should happen, and the judgement behind the exceptions

That gap matters most in the places enterprises care about: handoffs between systems, exception handling, and processes that run partly in legacy tools or spreadsheets. An invoice may show as "waiting for approval" for five days in the ERP log, while the real work happens in an email chain and a spreadsheet the log never sees.

Where Trupeer fits

Process mining sees system logs. Trupeer captures the human steps between systems. An expert records the task as they do it, across every application they touch, and explains their decisions as they go. Trupeer turns that recording into a process map, a step-by-step SOP and a training video.

The two work well together. Process mining shows where a process is slow or inconsistent at scale; Trupeer captures exactly how people do that part of the process, including the exceptions, so it can be standardised, trained and, where it makes sense, handed to an AI agent.

Process discovery tools

Process discovery is the work of finding out how processes really run. These are the main types of process discovery tools:

Tool type

How it discovers processes

Examples

Process mining and intelligence platforms

Analyse system event logs at scale

Celonis, SAP Signavio Process Intelligence, ARIS, Appian, ABBYY Timeline

Task mining tools

Record user activity on desktops

UiPath Task Mining, Microsoft Power Automate Process Mining

AI process capture

Turn recordings of real work into process maps and SOPs

Trupeer

Interviews and workshops

Ask people how the work is done

Process mapping tools such as Lucidchart and Miro

Most enterprises combine at least two: mining for scale, and capture or interviews for the human detail. Compare mapping options in our guide to process mapping tools.

How process intelligence feeds AI agents

AI agents need to know how a process should run: the steps, rules, exceptions and the point where a person takes over. Process intelligence supplies the evidence for that:

  1. Find the candidates. Process mining shows which high-volume, rule-heavy processes are worth handing to an agent.

  2. Capture the real procedure. Process capture records how experts actually handle the work, including the judgement calls the logs don't show.

  3. Define the agent's limits. The procedure sets the rules, guardrails and handoffs the agent must follow.

  4. Monitor the result. Process intelligence tracks whether the agent-run process performs better, and where it hands work back to people.

Without the second step, agents learn only from system data and miss the exceptions experienced people handle every day. See how to make your processes agent-ready and what goes into an agentic operating procedure.

How to get started with process intelligence

  1. Pick one end-to-end process with clear business value, such as procure to pay or order to cash.

  2. Use system data to find the problem. Where are the delays, rework and variants?

  3. Capture the human steps in the problem area by recording experts doing the work.

  4. Agree the standard process and document it as an SOP and process map.

  5. Decide what to change: standardise, retrain, automate or deploy an agent, then measure the result.

Related reading

الأسئلة الشائعة

What is process intelligence in simple terms?

Answer 1

What is the difference between process mining and process intelligence?

Answer 2

What is task mining?

Answer 3

What is the difference between process mining and task mining?

Answer 4

What are process discovery tools?

Answer 5

What does process mining miss?

Answer 6

How does process intelligence help AI agents?

Answer 7

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