METHODS & SOURCES

The work has a language.

This is the working vocabulary behind Tinework’s practice. It defines the method, shows how the terms relate, and names the books, articles, frameworks, and standards that shaped it.

01

THE METHOD

One job. One observable workflow. One measured change.

Tinework combines four distinct intellectual lineages into a practical sequence for operational work. They are complementary, not interchangeable. The job provides direction. Observation supplies evidence. System redesign changes the work. AI enters only at the task level, where it can be tested.

B

CHRISTENSEN / HALL / DILLON / DUNCAN

Explain progress and circumstance

Understand the functional, social, and emotional progress people seek in a particular circumstance—and why they hire one solution rather than another.

Sources: Clayton M. Christensen, 2016, Clayton M. Christensen, 2016

  1. 01

    Define the job

    Name who needs to accomplish what. Keep the job independent of the software and process used today.

    OUTPUT

    A functional job statement and a named job executor.

    Sources: Anthony W. Ulwick, 2016, Clayton M. Christensen, 2016, Clayton M. Christensen, 2016

  2. 02

    Specify the outcomes

    Translate success into observable directions of improvement. Separate the person’s outcomes from the business measures that justify the work.

    OUTPUT

    Desired outcomes, constraints, and baseline measures.

    Sources: Anthony W. Ulwick, 2016, Lance A. Bettencourt and Anthony W. Ulwick, 2008

  3. 03

    Observe the work

    Watch the workflow happen. Capture its steps, decisions, handoffs, systems, exceptions, controls, and evidence.

    OUTPUT

    A current-state workflow grounded in real cases.

    Sources: Hugh Beyer and Karen Holtzblatt, 1997, G. Lynn Shostack, 1984, Object Management Group, 2.0.2

  4. 04

    Redesign the workflow

    Remove work that does not serve the job. Change the sequence and boundaries before adding automation.

    OUTPUT

    A future-state workflow and explicit design choices.

    Sources: Michael Hammer, 1990, G. Lynn Shostack, 1984, Marty Cagan, 2018

  5. 05

    Allocate the work

    Assign each step to a person, deterministic software, or AI. Preserve human judgment, escalation, and recovery where they matter.

  6. 06

    Pilot and learn

    Test the smallest coherent change against the agreed outcomes. Compare the result with the baseline before wider deployment.

02

WORKING ONTOLOGY

A shared model, not just a glossary.

The terms form a chain: a job is judged by its desired outcomes; a workflow is the present means; evidence grounds its current state; a future-state workflowreallocates the work; and an outcome observationtests whether the change helped.

Adopted

The term keeps the source method’s essential meaning.

Adapted

The source concept is narrowed for workflow consulting.

Tinework synthesis

A working definition assembled from several disciplines.

WORK AND OUTCOMES

Terms that keep the engagement centered on what must be accomplished.

Job

The stable result a person or team needs to accomplish, stated without assuming the current tool or solution.

AdaptedAnthony W. Ulwick, 2016, Clayton M. Christensen, 2016

Job executor

The person or team responsible for trying to get the job done.

AdoptedAnthony W. Ulwick, 2016

Desired outcome

A measurable direction of improvement the job executor uses to judge whether the job was done well.

AdaptedAnthony W. Ulwick, 2016, Lance A. Bettencourt and Anthony W. Ulwick, 2008

Success measure

An agreed indicator used to compare the current result with the result after a change.

Tinework synthesisW. Edwards Deming Institute, ongoing

Constraint

A condition the new workflow must respect, such as cost, time, privacy, policy, or available authority.

Tinework synthesisNational Institute of Standards and Technology, 2023

WORKFLOW

Terms that describe how the job is accomplished in practice.

Workflow

The connected sequence of actions, decisions, handoffs, systems, exceptions, and controls used to accomplish a job.

Tinework synthesisG. Lynn Shostack, 1984, Object Management Group, 2.0.2

Current-state workflow

An evidence-grounded representation of how the work happens now.

AdaptedHugh Beyer and Karen Holtzblatt, 1997, G. Lynn Shostack, 1984

Step

A bounded action that moves the job toward completion.

AdaptedLance A. Bettencourt and Anthony W. Ulwick, 2008, Object Management Group, 2.0.2

Decision point

A place where information or judgment determines which path follows.

AdaptedObject Management Group, 2.0.2

Handoff

A transfer of work, information, or responsibility between people, teams, or systems.

AdaptedG. Lynn Shostack, 1984, Object Management Group, 2.0.2

Exception

A case the normal workflow cannot complete without another path or intervention.

AdaptedObject Management Group, 2.0.2, Lisanne Bainbridge, 1983

Control

A check, limit, approval, or recovery mechanism that keeps the workflow within its intended boundary.

Tinework synthesisNational Institute of Standards and Technology, 2023, Lisanne Bainbridge, 1983

Friction

A delay, error, repeated effort, uncertainty, or burden that prevents a desired outcome.

Tinework synthesisHugh Beyer and Karen Holtzblatt, 1997, G. Lynn Shostack, 1984

DESIGN AND ALLOCATION

Terms used to decide what should change and where AI belongs.

Future-state workflow

A proposed way to accomplish the same job with a better sequence, boundary, and allocation of work.

Tinework synthesisMichael Hammer, 1990, G. Lynn Shostack, 1984

Work allocation

The explicit assignment of each step to a person, deterministic software, or AI.

Tinework synthesisLisanne Bainbridge, 1983, Fabrizio Dell’Acqua et al., 2023

AI-suitable task

A bounded task for which representative tests show that AI improves the target outcome within acceptable risk.

Tinework synthesisFabrizio Dell’Acqua et al., 2023, National Institute of Standards and Technology, 2023

Human judgment

Interpretation or accountability that remains with a person because context, consequence, or uncertainty makes delegation unsafe or ineffective.

Tinework synthesisLisanne Bainbridge, 1983, National Institute of Standards and Technology, 2023

PRODUCT DISCOVERY AND OWNERSHIP

Terms used when a team is responsible for discovering and delivering an operational solution.

Product team

A small cross-functional group with the product, design, and engineering capability needed to discover and deliver a solution.

AdaptedMarty Cagan and Chris Jones, 2020, Marty Cagan, 2018

Empowered product team

A product team given an important problem, outcomes, context, and constraints—and trusted to determine the solution.

AdaptedMarty Cagan and Chris Jones, 2020, Marty Cagan, 2018

Product discovery

The learning work used to identify and test a solution before committing to full delivery or deployment.

AdaptedMarty Cagan, 2018, Marty Cagan, 2017

Product outcome

An observable change in customer, user, or business behavior that the product team is asked to produce.

Tinework synthesisMarty Cagan and Chris Jones, 2020, Marty Cagan, 2018

Output

A delivered feature, artifact, or release. It shows that work was completed, not that the intended outcome occurred.

Tinework synthesisMarty Cagan and Chris Jones, 2020, Marty Cagan, 2018

Four product risks

The value, usability, feasibility, and business-viability questions that a proposed solution must answer.

AdoptedMarty Cagan, 2017

EVIDENCE AND LEARNING

Terms that keep a proposed improvement testable and reversible.

Work evidence

An authorized observation, recording, artifact, system trace, or example that shows how the work occurs.

Tinework synthesisHugh Beyer and Karen Holtzblatt, 1997

Assumption

A consequential belief that has not yet been supported by sufficient evidence.

Tinework synthesisW. Edwards Deming, 1982 / 2018 reissue, W. Edwards Deming Institute, ongoing

Candidate

A proposed workflow or solution that can be inspected and tested but is not yet the operating baseline.

Tinework synthesisW. Edwards Deming Institute, ongoing, National Institute of Standards and Technology, 2023

Pilot

A bounded real-world test of a candidate against defined outcomes, controls, and stopping conditions.

AdaptedW. Edwards Deming Institute, ongoing, National Institute of Standards and Technology, 2023

Validation

Evidence that the candidate improved the intended outcome and respected its constraints in representative use.

Tinework synthesisW. Edwards Deming Institute, ongoing, National Institute of Standards and Technology, 2023

Outcome observation

A measured result after use, kept distinct from the prediction made before the change.

Tinework synthesisW. Edwards Deming Institute, ongoing

Freed capacity

Time or attention released by the new workflow and deliberately reassigned to higher-value work.

Tinework synthesisMichael Hammer, 1990, Lisanne Bainbridge, 1983

03

BIBLIOGRAPHY

Sources and their role in the method.

These links point to the author, publisher, journal, or standards body where possible. Inclusion means the source shaped part of the practice. It does not imply endorsement of Tinework’s synthesis.

Tinework does not represent this synthesis as formal ODI, Contextual Design, the SVPG product model, BPMN, or NIST AI RMF compliance. An engagement that uses a source method more strictly will say so in its scope.

  1. 01

    BOOK

    Jobs to Be Done: Theory to Practice

    Anthony W. Ulwick. Strategyn, 2016.

    HOW IT INFORMS THE PRACTICE

    Provides the functional-job, job-executor, job-map, and measurable desired-outcome structure used at the start of an engagement.

    Open source
  2. 02

    ARTICLE

    The Customer-Centered Innovation Map

    Lance A. Bettencourt and Anthony W. Ulwick. Harvard Business Review, 2008.

    HOW IT INFORMS THE PRACTICE

    Shows how to decompose a job from beginning to end without treating the current product or process as the job itself.

    Open source
  3. 03

    ARTICLE

    Know Your Customers’ ‘Jobs to Be Done’

    Clayton M. Christensen, Taddy Hall, Karen Dillon, and David S. Duncan. Harvard Business Review, 2016.

    HOW IT INFORMS THE PRACTICE

    Adds the progress and circumstance lens that helps explain why someone changes how they accomplish a job.

    Open source
  4. 04

    BOOK

    Competing Against Luck: The Story of Innovation and Customer Choice

    Clayton M. Christensen, Taddy Hall, Karen Dillon, and David S. Duncan. Harper Business, 2016.

    HOW IT INFORMS THE PRACTICE

    Formalizes the progress-in-a-circumstance view of a job and the causal question of why people hire, replace, or keep a solution.

    Open source
  5. 05

    BOOK

    Contextual Design

    Hugh Beyer and Karen Holtzblatt. Morgan Kaufmann / Elsevier, 1997.

    HOW IT INFORMS THE PRACTICE

    Grounds workflow discovery in observation and interview while people perform real work in context.

    Open source
  6. 06

    ARTICLE

    Designing Services That Deliver

    G. Lynn Shostack. Harvard Business Review, 1984.

    HOW IT INFORMS THE PRACTICE

    Introduces service blueprinting as a way to make visible actions, supporting work, and failure points inspectable as one system.

    Open source
  7. 07

    ARTICLE

    Reengineering Work: Don’t Automate, Obliterate

    Michael Hammer. Harvard Business Review, 1990.

    HOW IT INFORMS THE PRACTICE

    Supports redesigning obsolete work before using technology to make the existing process faster.

    Open source
  8. 08

    ARTICLE

    Ironies of Automation

    Lisanne Bainbridge. Automatica, 1983.

    HOW IT INFORMS THE PRACTICE

    Explains why automation can leave people with harder monitoring and exception work, shaping the method’s human-judgment and control boundaries.

    Open source
  9. 09

    ARTICLE

    Navigating the Jagged Technological Frontier

    Fabrizio Dell’Acqua et al.. Harvard Business School Working Paper 24-013, 2023.

    HOW IT INFORMS THE PRACTICE

    Provides evidence that generative AI performance varies sharply across tasks, supporting task-level testing instead of broad automation claims.

    Open source
  10. 10

    FRAMEWORK

    The PDSA Cycle

    W. Edwards Deming Institute. The W. Edwards Deming Institute, ongoing.

    HOW IT INFORMS THE PRACTICE

    Frames a pilot as a learning cycle with a prediction, an observed result, and an explicit decision to adjust, adopt, or stop.

    Open source
  11. 11

    BOOK

    Out of the Crisis

    W. Edwards Deming. The MIT Press, 1982 / 2018 reissue.

    HOW IT INFORMS THE PRACTICE

    Supplies the system view of management: improve the conditions and process that produce results instead of blaming or optimizing isolated workers.

    Open source
  12. 12

    BOOK

    EMPOWERED: Ordinary People, Extraordinary Products

    Marty Cagan and Chris Jones. Silicon Valley Product Group / Wiley, 2020.

    HOW IT INFORMS THE PRACTICE

    Defines empowered product teams as cross-functional teams given problems and outcomes to own, supported by product vision, strategy, context, and coaching.

    Open source
  13. 13

    ARTICLE

    Empowered Product Teams

    Marty Cagan. Silicon Valley Product Group, 2018.

    HOW IT INFORMS THE PRACTICE

    Distinguishes teams trusted to solve important problems from feature teams assigned outputs and prescribed solutions.

    Open source
  14. 14

    ARTICLE

    The Four Big Risks

    Marty Cagan. Silicon Valley Product Group, 2017.

    HOW IT INFORMS THE PRACTICE

    Provides the value, usability, feasibility, and business-viability risk model used to test a proposed solution before scaling it.

    Open source
  15. 15

    FRAMEWORK

    Artificial Intelligence Risk Management Framework (AI RMF 1.0)

    National Institute of Standards and Technology. NIST AI 100-1, 2023.

    HOW IT INFORMS THE PRACTICE

    Supplies a practical risk-management frame for governing, mapping, measuring, and managing AI throughout its lifecycle.

    Open source
  16. 16

    STANDARD

    Business Process Model and Notation (BPMN)

    Object Management Group. OMG Specification, 2.0.2.

    HOW IT INFORMS THE PRACTICE

    Supplies a standard vocabulary for representing events, activities, decisions, flows, and participants when a formal process model is useful.

    Open source

A LIVING METHOD

Evidence can change the map.

The vocabulary will evolve as real engagements expose better distinctions. Changes should preserve the prior definition, explain the reason, and keep the source trail visible.

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