Live Instruction · Structural Thinking · Workflow Redesign
Structural AI for the Workplace
The Drift Stack™
Identity → Frame → Boundary → Drift → Correction
THE BUSINESS CASE IS SIMPLE
A company does not need to save many employee hours to recover the cost of better structural thinking and more effective AI use.
10 Employees
More Than 1,000 Hours
Ten employees eliminating only two wasted hours per week recover more than 1,000 hours of organizational capacity each year.
100 Employees
More Than 10,000 Hours
Across 100 employees, the same modest improvement represents more than 10,000 hours of work capacity annually.
At an illustrative fully loaded labor value of $50 per hour, 1,000 recovered hours represent approximately $50,000 in organizational capacity.
Illustrative example only. Actual time savings and financial value depend on the organization, workflows, implementation, adoption, and employee roles.
Those hours are often buried inside duplicate reporting, unnecessary meetings, repeated interpretation, broken handoffs, avoidable corrections, unclear approvals, and work performed only because nobody has examined why it exists.
Saving five minutes on a bad task is not transformation. Eliminating the bad task is.
This Is Live Working Instruction
LIVE TRAINING. LIVE EXAMPLES. NO VIDEOS.
Every session is taught live by Chris Ciappa. Concepts are explained live. Examples are worked through live. Questions are answered live. Participants complete guided exercises while the instruction is happening.
This is not an online video library, a collection of prerecorded webinars, or a self-paced course designed to be purchased and forgotten.
This is live working instruction—not content consumption.
AI TRAINING USUALLY STARTS TOO LATE
Employees are often taught prompts, tools, and shortcuts before anyone has examined the process being accelerated.
Traditional AI Training
- • Begins with the tool
- • Focuses on prompt techniques
- • Accelerates the existing task
- • Treats activity as productivity
- • Measures adoption instead of business value
Structural AI for the Workplace
- • Begins with the intended result
- • Maps how the work actually happens
- • Finds where the process is breaking
- • Eliminates unnecessary work first
- • Applies AI only where it creates measurable value
AI can accelerate good thinking.
It can also industrialize bad thinking.
The Structural AI Method
Participants learn a repeatable method they can apply to workplace processes long after the live course is complete.
Understand the Result
Begin with the result the work is supposed to produce, not the tool or task currently being used.
Follow the Process
Trace how information, decisions, approvals, handoffs, and actions move through the organization.
Find the Failure Point
Identify where delay, duplication, ambiguity, rework, or unnecessary effort actually enters the workflow.
Redesign the Work
Eliminate or simplify unnecessary work before introducing automation or AI assistance.
Apply AI Carefully
Use AI for bounded assistance without silently transferring judgment, authority, or accountability.
Measure the Outcome
Track hours recovered, cycle-time reduction, errors prevented, and work that no longer needs to occur.
Result → Process → Failure Point → Redesign → AI Assistance → Verification → Measurement
FIVE DAYS OF LIVE, APPLIED INSTRUCTION
Participants learn the Structural AI method through live explanation, live demonstrations, prepared workplace examples, guided exercises, and group discussion.
Five Live Days
One focused instructor-led session each day.
Daily Schedule
9:00–11:00 AM Central Time each day.
Live Examples
Prepared workplace scenarios are examined and redesigned in real time.
Guided Exercises
Participants practice the method using structured course scenarios.
No prerecorded instruction. No self-paced video modules. No generic prompt library substituted for structural understanding.
Five-Day Live Curriculum
Each live session builds from structural understanding to practical workplace application.
Day 1
Learn to Think Structurally
Learn to distinguish the visible task or symptom from the process that is supposed to produce the result.
Live Instruction
- • Results, processes, tasks, and symptoms
- • How unnecessary work becomes institutionalized
- • Why accelerating the wrong work creates more waste
- • How to follow a problem to the actual failure point
Live Example
A prepared workplace scenario involving repeated reporting, conflicting requests, unnecessary approvals, and work that no longer supports the intended result.
Guided Exercise
Use the Structural Work Analysis worksheet to separate the visible task from the underlying process and intended business outcome.
Day 2
Map How Work Actually Happens
Build a clear current-state view of a workflow before attempting to improve or automate it.
Live Instruction
- • Inputs, outputs, decisions, and handoffs
- • Ownership, authority, approvals, and exceptions
- • Evidence required to complete the work
- • Where delays, duplication, and rework enter the process
Live Example
A prepared workflow involving information gathering, repeated interpretation, multiple handoffs, and unclear ownership.
Guided Exercise
Map the scenario from beginning to end and identify where time, effort, and information are being lost.
Day 3
Determine Where AI Belongs
Separate work AI can safely assist from decisions and actions requiring human judgment, authority, or accountability.
Live Instruction
- • AI assistance versus AI authority
- • Drafting, summarizing, extracting, comparing, and organizing
- • Sensitive information and workplace safeguards
- • When human review, escalation, or approval must remain
Live Example
A prepared scenario in which AI can support several steps but should not control the final decision or resulting action.
Guided Exercise
Classify each activity as eliminate, simplify, assist, automate, retain, or escalate.
Day 4
Redesign Before You Automate
Remove unnecessary work and repair the process before using AI to accelerate what remains.
Live Instruction
- • Eliminating work that should not exist
- • Reducing handoffs and repeated interpretation
- • Designing bounded AI-assisted tasks
- • Building verification into the workflow
Live Example
A live redesign of a prepared workplace process showing how the workflow changes before and after structural analysis.
Guided Exercise
Redesign the prepared scenario and determine where AI can provide bounded, measurable assistance.
Day 5
Measure Value and Prepare Implementation
Translate structural improvements into measurable business outcomes and a practical implementation approach.
Live Instruction
- • Estimating hours recovered
- • Measuring cycle-time and error reduction
- • Defining human accountability
- • Creating an implementation plan
Live Example
A completed example showing the original workflow, structural failure, redesigned process, AI role, safeguards, and estimated annual impact.
Guided Exercise
Complete the value-estimation and implementation-planning worksheets using the course scenario.
PRACTICE THE METHOD THROUGH LIVE EXAMPLES
The public cohort uses prepared workplace scenarios covering reporting, information gathering, approvals, document review, repeated handoffs, duplication, correction, and unnecessary work.
The public cohort teaches the method through live instruction, prepared examples, guided exercises, and group discussion.
Participants are not asked to submit personal, confidential, or company-specific workflows for individual analysis.
Prepared Workplace Scenarios
- • Repeated reports and summaries
- • Manual information gathering
- • Duplicate data entry and transfer
- • Repeated document review
- • Slow approvals and unclear handoffs
- • Recurring internal requests
- • Processes producing frequent rework
- • Work dependent on repeated interpretation
Questions Participants Learn to Ask
- • Why does this process exist?
- • What result should it produce?
- • Which steps create actual value?
- • Where is time and effort being lost?
- • Which steps can be eliminated?
- • Where can AI assist safely?
- • What must remain under human judgment?
- • How should improvement be measured?
Participant Resources
Participants receive practical materials they can continue using after the live instruction is complete.
Structural Work Analysis workbook
Current-state workflow mapping template
Waste and failure-point analysis worksheet
AI task suitability framework
Workflow redesign template
Human authority and verification checklist
Annual hours-recovered calculator
Implementation-planning worksheet
Certificate of completion
Who This Course Is For
No software-development background is required. The course is designed for people who perform, manage, improve, or make decisions about workplace processes.
• Operations and administrative professionals
• Managers and department leaders
• Finance, legal, compliance, and risk teams
• Customer service and support professionals
• Technology, data, and product teams
• Professional-services organizations
• Organizations beginning employee AI adoption
• Teams experiencing duplication, delay, or repeated rework
Choose the Right Live Course
The public cohort teaches the Structural AI method through prepared examples. The private company cohort applies the method directly to the organization.
Individual Registration
Public Live Cohort
Learn the Structural AI method through live instruction, live demonstrations, prepared examples, guided exercises, and group discussion.
$750
Per participant
Next public cohort
August 24–28, 2026
9:00–11:00 AM Central Time
Five live two-hour Zoom sessions
The session time is the same each day.
Limited seats available
- • Five live instructor-led Zoom sessions
- • 9:00–11:00 AM Central Time each day
- • Live demonstrations and prepared workplace examples
- • Guided exercises using structured course scenarios
- • Group discussion and questions about the method
- • Structural AI workbook and practical templates
- • Implementation-planning tools
- • Certificate of completion
Limited seats are available for the next public cohort. A seat is not reserved until payment is received. Registration closes when the cohort is full.
Private Organizational Delivery
Private Company Cohort
Apply the Structural AI method directly to your organization's workflows, operating problems, and AI opportunities.
$12,500
Starting price for up to 10 participants
Flexible Private Delivery
Zoom, Microsoft Teams, Google Meet, your organization's preferred secure platform, or on-site by arrangement
Company-specific workflows and problems
- • Five private live instructor-led sessions
- • Up to 10 company participants
- • Pre-course organizational intake
- • Actual company workflows and operating problems
- • Confidential company-specific discussion
- • Live analysis and problem-solving
- • Direct examination of selected workflows
- • Applied workflow redesign
- • AI opportunity identification
- • Leadership findings and recommended next steps
Larger groups, additional workflows, executive sessions, extended delivery, and implementation support are scoped separately.
The Public Cohort Teaches the Method
Participants learn through live instruction, prepared examples, guided scenarios, group discussion, and practical course materials.
The public cohort does not include confidential company analysis, proprietary workflow review, or individual consulting engagements.
The Private Cohort Applies the Method
The organization brings actual workflows, bottlenecks, operating problems, and candidate AI opportunities into a private environment for live examination and applied problem-solving.
Private delivery includes preparation, company-specific analysis, selected workflow redesign, and organizational findings.
Private Company Engagement
BRING YOUR ACTUAL WORKFLOWS
The private company cohort moves beyond general instruction. Before the course begins, the organization identifies selected workflows, recurring operating problems, and areas of wasted employee capacity.
Those company-specific situations become part of the live instruction, analysis, and applied problem-solving throughout the engagement.
Actual Workflows
Examine selected internal processes, handoffs, approvals, information flows, and sources of repeated work.
Actual Problems
Identify where waste, delay, ambiguity, error, rework, or unnecessary organizational effort is being created.
Applied Redesign
Redesign selected processes and determine where AI can improve work without weakening judgment, authority, or accountability.
FROM WORKPLACE IMPROVEMENT TO ENTERPRISE AI STRATEGY
Structural AI for the Workplace and AI RADAR™ solve different problems, but they can work together.
Structural AI for the Workplace
Teaches people how to understand work, identify waste, redesign processes, and recognize practical opportunities for AI assistance.
AI RADAR™
Helps the organization determine which larger AI opportunities are valuable, appropriate, governable, and aligned with its readiness and maturity.
When training reveals repeated organizational problems, cross-functional workflow failures, candidate automation opportunities, or broader deployment questions, AI RADAR™ provides the next structured evaluation layer.
Live Instructor
Chris Ciappa
Founder and Chief Coherence Architect, Samirac Partners LLC
Chris brings more than twenty years of enterprise technology, business intelligence, data warehousing, analytical architecture, consulting, product development, and hands-on system implementation experience.
His work focuses on understanding how business processes, information, decisions, authority, architecture, and consequences operate as one connected system.
Structural AI for the Workplace combines that operating experience with current AI architecture, readiness, implementation, governance, and execution-control work.
Every session is taught live by Chris. The instruction, demonstrations, examples, questions, and exercises happen in real time.
Live Training • Live Examples • Applied Exercises
DO NOT AUTOMATE WASTE.
TEACH PEOPLE TO SEE THE SYSTEM.
Give employees a repeatable way to understand how work produces results, identify where effort is being lost, and use AI to create measurable improvement.
Class is now in session
Next public cohort: August 24–28, 2026
9:00–11:00 AM Central Time · Limited seats available
No prerecorded videos. No self-paced course library. Every session is live.
Structural Thinking • Workflow Improvement • AI Assistance • Human Judgment • Measurable Value