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AI and Automation

Process Mining & Workflow Discovery

Data-driven view of how work really moves through your systems.

Overview

What we deliver

We use process mining and structured discovery to surface the workflows behind your systems and reveal where time, cost, and friction live.

We help operations and transformation teams move past assumptions and see how work actually flows through their systems. Our team pulls event logs from your core platforms, builds process maps from the data, and validates findings with the people who run the work day to day. We surface bottlenecks, rework loops, unauthorized variants, and the hidden cost of swivel-chair tasks. Where event data is thin, we run structured interviews and task-level observation to fill the gaps. The output is a clear, evidence-based view of current state, plus a backlog of automation and improvement opportunities ranked by impact. We hand over the analysis, the underlying queries, and a playbook so your team can keep mining processes after we leave. The result is a shared, factual baseline that drives better decisions on automation, staffing, and system changes.

Fit Check

Built for teams like yours

Who it's for

  • Operations and transformation leaders
  • Shared services and BPO managers
  • Finance and procurement teams
  • RevOps and customer operations
  • IT leaders planning system changes

Pain points we solve

  • Process documentation that does not match reality
  • Unknown rework and exception loops
  • Hidden costs in handoffs and waiting time
  • Inconsistent process variants across teams
  • Automation projects scoped on guesswork
What's included

Capabilities

Everything we cover in this engagement.

  • Event log extraction and cleaning
  • Process model discovery
  • Variant and conformance analysis
  • Bottleneck and rework analysis
  • Task-level observation and interviews
  • Opportunity backlog and scoring
  • Dashboards for ongoing monitoring
  • Knowledge transfer to internal teams
How we work

Our process

A clear, predictable path from kickoff to outcomes.

01

Scope

Pick processes, systems, and success metrics.

02

Extract

Pull and clean event logs from source systems.

03

Discover

Build process maps and variant analysis.

04

Validate

Review findings with operators and owners.

05

Recommend

Deliver opportunities and monitoring setup.

What you get

Deliverables & outcomes

What you get

  • Cleaned event log dataset
  • Process maps and variant analysis
  • Bottleneck and rework report
  • Ranked opportunity backlog
  • Monitoring dashboards
  • Handover documentation

Outcomes you can expect

  • Factual baseline of current operations
  • Clear targets for automation projects
  • Reduced cycle time on key workflows
  • Lower rework and exception volume
  • Shared view between business and IT
Timeline

6 to 10 weeks

Engagement

Monthly retainer, Project, Sprint

Tools we use

Celonis, Power BI, Python, SQL, Miro

KPIs we track

Cycle time, throughput, rework rate, variant count, cost per case

Client stories

What clients say

"

Our old site was a Frankenstein of three previous agencies. We gave them a hard launch date tied to a trade show and they actually hit it. 47 templates, full product catalog migration, no broken redirects on go-live day. Our previous vendor missed the same deadline twice. This time my phone stayed quiet on launch morning.

Marcus L.
"

Two weeks before our seed round we still did not have a defensible model. Their fractional CFO rebuilt our three-statement forecast, pressure-tested the assumptions, and walked me through every line before the partner meeting. We closed 1.4M on the terms we wanted. The investor specifically called out how clean the financials looked compared to the last five decks she had seen.

Hannah B.
FAQ

Frequently asked questions

Quick answers to the questions we hear most.

What event data do you need to start?
Timestamps, case IDs, activities, and resources from the core system supporting the process.
What if our event logs are incomplete?
We combine partial logs with task mining and structured observation to fill the gaps.
Do we need to license process mining software?
Not always. We can use your existing licenses or open source tooling for shorter engagements.
How long until we see useful findings?
Initial process maps and bottlenecks usually surface in the first three to four weeks.
Can you train our team to do this work?
Yes. We include knowledge transfer and can coach an internal process mining function.

Want to see how work really flows in your business?

Book a call and we will scope a process mining engagement around your top workflows.