About this session
Operations teams spend a large part of their time dealing with work that should have flowed more cleanly. Requests wait.
Handoffs lose information. The same exceptions appear every week.
People create unofficial workarounds because the official process does not match how the work actually gets done.
AI can help make that friction visible — but it can also make a broken process faster if teams treat a generated map, pattern or recommendation as proof that they already understand the work.
This session starts with a practical rule: understand the process before changing it. Participants use AI to organize operational information, compare the documented process with the lived process, surface bottlenecks and identify recurring issues.
They treat AI-generated patterns as hypotheses. People who do the work validate what is actually happening, what is causing delay or rework, and which exceptions are legitimate rather than automatically treating every deviation as non-compliance.
The session then moves from diagnosis to redesign. Participants examine handoffs, decision points, queues, quality checks and exception paths.
They use AI to compare improvement options, document a clearer process and prepare tests — without automating a process that still depends on hidden work, missing information or frontline judgment that should remain human.
Finally, participants build a disciplined improvement practice. They decide what to standardize, what to test, what to measure and what should stay under human control.
Measurement focuses on quality, effort, risk, rework and customer or operational outcomes — not speed alone. The aim is not covert surveillance or autonomous operations.
It is a clearer process that people can run, improve and trust.
What your people take away
- Map how work really flows before using AI to recommend or automate a change
- Treat AI-generated bottlenecks, patterns and causes as hypotheses that people must validate
- Investigate recurring issues and root causes without confusing correlation with operational proof
- Redesign handoffs, queues and exception paths without automating a broken process or removing frontline judgment
- Test and standardize improvements while measuring quality, effort and risk rather than speed alone
- Build repeatable operations-AI practices that keep evidence, exceptions and implementation decisions human-led
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What each length covers
30 minutes
30 Minutes — Key Points: See How the Work Really FlowsA focused 30-minute session on three key points from See How the Work Really Flows: start with the process that actually runs, make waiting, rework & handoffs visible and capture operational evidence without surveillance.
- Start with the process that actually runs
- Make waiting, rework & handoffs visible
- Capture operational evidence without surveillance
Covers 3 of 4 points in See How the Work Really Flows.
60 minutes
See the Friction Before You Fix ItA focused introduction to AI-assisted operations and process improvement. Participants map a realistic process, surface bottlenecks, treat AI-generated causes as hypotheses and identify one improvement that does not automate a broken process.
- AI opportunities in operations
- Lived vs. official process
- Process mapping
- Bottlenecks and wait states
- Handoffs
- Recurring issues
- Cause hypotheses
- Frontline validation
- Exceptions
- Human review
- Operations AI Use-Case Planner
- Live Q&A
Covers 1 of 4 parts: See How the Work Really Flows.
90 minutes
AI Across Mapping, Cause Analysis & Process RedesignThe extended session follows AI use from process mapping and friction analysis through cause investigation, handoff redesign, exception handling, testing and measurement.
- Operations AI use cases
- Process mapping
- Bottlenecks
- Recurring issues
- Root-cause hypotheses
- Frontline validation
- Exception handling
- Handoff redesign
- Broken-process automation risk
- Improvement options
- Process testing
- Standardization
- Quality, effort and risk measures
- Frontline judgment
- Implementation control
- Live Q&A
Covers 2 of 4 parts: See How the Work Really Flows and Find the Cause Behind the Friction.
3 hours
Covers 3 of 4 parts: See How the Work Really Flows, Find the Cause Behind the Friction and Redesign the Process Around Better Flow.
Full day
AI for Operations & Process Improvement Application LabA hands-on full-day workshop covering all four modules. Participants work through a realistic operational scenario involving hidden workarounds, recurring exceptions, a tempting automation opportunity and a proposed process change that still needs human validation.
- Module 1 — See How the Work Really Flows
- Module 2 — Find the Cause Behind the Friction
- Module 3 — Redesign the Process Around Better Flow
- Module 4 — Standardize, Test & Keep Improving
- Lived-Process Mapping
- Friction & Wait-State Review
- Operational Evidence Check
- Cause Hypothesis Builder
- Frontline Validation
- Exception Classification
- Broken-Process Automation Review
- Handoff Redesign
- Improvement Option Comparison
- Process Test Design
- Standardization Check
- Quality, Effort & Risk Measures
- Live Q&A
Covers all 4 parts.
Also available as a 4-week or 8-week program, for change that lasts. Ask us about it.
What’s covered
See How the Work Really Flows
Every length- Start with the process that actually runsParticipants distinguish the official process from the way work currently moves across people, systems, queues and informal workarounds.
- Make waiting, rework & handoffs visibleAI can help surface delays, repeated loops, missing information, approval piles and points where work changes owner.
- Capture operational evidence without surveillanceParticipants identify what evidence is legitimate for improvement work.
- Define the operational questionBefore asking AI to analyze a workflow, participants clarify what they are trying to understand.
Find the Cause Behind the Friction
90 minutes and longer- Treat AI patterns as hypothesesAI can help group recurring issues, cluster similar exceptions or highlight unusual concentrations of delay.
- Separate the symptom from the causeParticipants distinguish the visible friction — backlog, rework, customer wait, missed handoff.
- Investigate with people who do the workParticipants use AI to prepare better questions, compare process descriptions and organize candidate causes, then validate those causes with frontline, specialist or coordinating colleagues.
- Do not treat every exception as non-complianceSome exceptions protect quality, safety, customers or unusual but legitimate cases.
Redesign the Process Around Better Flow
3 hours and longer- Do not automate a broken processParticipants examine whether a proposed AI or automation step would simply accelerate a weak handoff, missing check, unclear decision or unnecessary loop.
- Redesign the handoff, not only the taskParticipants use AI to compare current and proposed handoffs.
- Keep frontline judgment where it belongsSome operational decisions require local knowledge, customer context, safety judgment or exception handling that should remain human.
- Compare improvement options before implementing oneAI can help organize options such as clarifying ownership, changing sequence, reducing a queue, adding a check, removing a check or redesigning an exception path.
Standardize, Test & Keep Improving
Full day only- Test the change before treating it as the new standardParticipants use AI to help document a proposed process, define what should be observed in a test and identify failure modes that would show the change is not yet ready to standardize.
- Standardize what works — and only what worksOnce a change has been tested, participants capture the agreed steps, owners, inputs, outputs and exception routes so the improved process can be repeated without depending on one person's memory.
- Measure quality, effort & risk — not speed aloneFaster cycle time can conceal more rework, more exceptions, higher operational risk or a poorer customer or quality outcome.
- Keep improvement visible and human-ledParticipants identify what should be reviewed after a change.
Tools and materials
- Lived Process Map
- Friction & Wait-State Review
- Operational Evidence Check
- Cause Hypothesis Builder
- Recurring Issue Analyzer
- Frontline Validation Guide
- Exception Classification Check
- Broken-Process Automation Review
- Handoff Redesign Canvas
- Improvement Option Comparison
- Frontline Judgment Map
- Process Test Design
- Standardization Check
- Quality, Effort & Risk Scorecard
- Operations AI Playbook
Who it’s for
- Operations professionals using AI to understand friction, bottlenecks and recurring process issues
- Process-improvement and continuous-improvement practitioners who need AI support without turning the session into a methodology certification
- Team leads and supervisors responsible for handoffs, queues, exceptions and day-to-day flow
- Quality, service-delivery and operations-support roles investigating rework, delays and recurring failures
- Cross-functional coordinators who see work stall between teams, systems or approval points
- Operations leaders developing practical AI capability while preserving frontline judgment and implementation control
How booking works
- Book online. Create a free Workbliss profile, then pay with session credits, by card or by invoice.
- Pick a date. Choose a date at least 14 days ahead, or book now and set the date later. Need it sooner? Email hello@workbliss.ai and we’ll see what we can do.
- Choose your expert. Within 3 working days, we send you profiles of the experts available for your date.
- We deliver it. Your expert is briefed on your people and goals, then runs the session live online or at your site.
Questions about Fix the Friction: AI for Smarter Operations & Process Improvement
How long is Fix the Friction: AI for Smarter Operations & Process Improvement?
Fix the Friction: AI for Smarter Operations & Process Improvement runs as 30 minutes, 60 minutes, 90 minutes, 3 hours or full day. You choose the length when you book. A 30-minute session covers three key points from See How the Work Really Flows: start with the process that actually runs, make waiting, rework & handoffs visible and capture operational evidence without surveillance. A 60-minute session covers See How the Work Really Flows in full, with a live Q&A. A 90-minute session adds Find the Cause Behind the Friction. A 3-hour session adds Redesign the Process Around Better Flow. A full-day session adds Standardize, Test & Keep Improving. It is also available as a 4-week or 8-week program.
Can Fix the Friction: AI for Smarter Operations & Process Improvement be delivered online or in person?
Yes, both. It runs live online, so every office can join at the same time, or in person at your site, in any country.
How do we book Fix the Friction: AI for Smarter Operations & Process Improvement?
Create a free Workbliss profile with your work email, then open Fix the Friction: AI for Smarter Operations & Process Improvement to see the price for each length and book it. You can pay with session credits, by card or by invoice, and choose a date at least 14 days ahead, or set it later. Need it sooner? Email hello@workbliss.ai and we’ll see what we can do.
Who leads the session?
A vetted Workbliss expert, briefed on your people, culture and goals before the session. After you book, we send you profiles of the experts available for your date within 3 working days, so you can choose who leads it.
Can it be tailored to our company?
Yes. Every session is shaped around your goals, your people and the benefits you already offer, and delivered by experts in your people’s languages.