Review draft. Not approved for publication.

Daimui. Practical knowledge for designing grievance mechanisms.

Drawing on field experience, Daimui helps your team develop a plan suited to your organisation. Clarify responsibilities, identify gaps and decide what comes next.

A Daimui planning interface shown alongside an example project proposal output

Who it is for

For teams turning a commitment into a working plan.

For organisations committed to responsible supply chains, grievance-mechanism planning is part of preparing to hear the people affected by their business and support access to remedy.

Building a grievance mechanism involves connected decisions. Who should it serve? How will people reach it? Who can investigate a concern, authorise action and follow through on remedy? What capabilities and resources need to be in place?

Daimui helps teams bring these questions together and plan from their own circumstances.

It is designed for people working in human rights, sustainability, sourcing, compliance and programme delivery, particularly when they are:

A

Establishing a mechanism

Defining the scope, responsibilities and foundations for a new programme.

B

Strengthening an existing approach

Considering how current channels, people and procedures fit together and what needs further work.

C

Planning a wider scope

Understanding what must be checked before extending a mechanism to new countries, industries or parts of a supply chain.

The person completing the planner brings the organisation’s context. Colleagues can help check information and discuss the resulting plan.

Where the knowledge comes from

Field experience, developed into practical knowledge.

Daimui draws on Inno and Handshake Worker’s Hotline practice since 2007. That experience informs the questions, knowledge and judgement used in mechanism planning.

Our approach begins with continued engagement in the field: listening to the people affected, understanding how arrangements work in practice and examining where a response encounters obstacles. New experience can challenge an earlier judgement and change how we approach the work.

We bring those lessons into the knowledge and methods that support Daimui. Continued fieldwork and review guide their development.

  1. Listen and observe
  2. Reflect and test
  3. Refine the method
  4. Apply and review

This is how the team develops its knowledge. Updates to the product’s knowledge and rules are made through that work.

The approach

A way of working, carried into the plan.

Keep learning from the field.

People’s circumstances shape what a mechanism needs to do. Country and industry knowledge provides context; engagement with the people who will use the mechanism tests whether proposed arrangements fit their lives. Field experience remains a source of learning and a reason to revise the method.

Carry responsibility through every stage.

Consider each necessary step and the connections between them. A concern needs a route forward, people with authority to act, resources for follow-through and a way to check the result. Unresolved issues need a clear next step. Planning should examine where a handover, missing capability or unclear authority could interrupt that process.

Make professional knowledge usable.

Experience becomes useful to another team when it can inform their own decisions. Daimui brings relevant knowledge, questions and planning methods into one place, so teams can use them to discuss their needs and organise the work ahead.

How Daimui works

Your context shapes the plan.

Project context Knowledge comparison Planning decisions A structured proposal
  1. 1

    Describe the context.

    Set out the project’s purpose, intended scope, known supply-chain relationships and existing capabilities. Information that is still uncertain remains visible.

  2. 2

    Connect relevant knowledge.

    Daimui compares the input with structured knowledge about countries, industries, operating stages and relevant standards, using their defined conditions of application.

  3. 3

    Apply planning rules.

    Explicit rules connect those conditions with planning decisions: what to establish, what to strengthen, what to verify and how the work should be sequenced.

  4. 4

    Organise the proposal.

    The system brings the decisions together as a management summary and a complete project proposal, including the assumptions, limitations and matters requiring further verification.

A Daimui planning page showing supply-chain scope choices and an active selection state
Information that is still uncertain remains visible.

For example, when a capability is recorded as unknown, the plan includes work to verify it before deciding how to proceed. Where a capability is only partly available, the planning approach can identify strengthening work. The conditions affect the proposed work as well as the information shown in the document.

The specialist preparation is already connected: questions, knowledge, standards, judgement, process and method.

What the plan considers

Plan the whole mechanism.

A mechanism needs a connected path through which people can raise concerns, receive a response and seek remedy. Planning considers the following six areas and the responsibilities that connect them.

  1. 01Intake
  2. 02Identification
  3. 03Triage
  4. 04Follow-up
  5. 05Reporting
  6. 06Closure

Intake

How can people raise concerns safely? What language, access, privacy and support arrangements need to be understood and tested?

Identification

How will the concern be understood? Who identifies urgency, protection needs or a situation requiring immediate escalation?

Triage

Who takes ownership? What route is appropriate, who has investigation and decision-making authority, and when is referral or escalation needed?

Follow-up

Who maintains contact, coordinates investigation and agreed actions, and tracks the delivery of remedy?

Reporting

What should the person raising the concern be told? What information supports oversight and learning, and how will confidentiality be maintained?

Closure

What evidence supports closure? How are remedy, outstanding concerns and retaliation risks checked? What review or continuing follow-up is available?

Investigation, decisions and remedy can require movement between these areas. The design must allow urgent action, review and further follow-up when needed.

Where AI support is being considered, the plan examines its place alongside human responsibilities, capabilities and data arrangements. Authorised people remain responsible for findings, decisions on remedy and closure.

These are areas of the mechanism being planned. Daimui supports its design; live case handling takes place through the organisation’s operating arrangements.

What you receive

A plan your team can work with.

Begin with a management summary that brings the main planning decisions, priorities and matters requiring verification into view.

The complete A4 project proposal develops the plan across eight chapters:

  1. 01Management decision summary
  2. 02Context, scope and evidence boundary
  3. 03Recommended mechanism architecture
  4. 04Worker access, language and channels
  5. 05Governance, human responsibility, investigation and remedy
  6. 06AI + Humans pathway and data boundaries
  7. 07Work packages, roadmap, resources and budget
  8. 08Management decisions, first 90 days and limitations

The document helps colleagues discuss the same scope, review responsibilities and prepare the next decisions. Resource and budget content frames what needs to be considered; it is a basis for further planning and costing.

Getting started

Start with what you can confirm today.

Bring your project purpose, the countries and industries you can identify, known relationships within the supply chain and an initial view of your organisation’s existing capabilities. A complete supply-chain map is not required to begin.

Not sure, Partly and Undecided are useful answers. They help identify the work needed to reach an informed decision.

Step 1 of 5

Project and timing

Choose the main decision, document details and planning horizon.

Choose one primary purpose What is the primary decision this planning should support?
Planning horizon
Document details
Step 2 of 5

Supply-chain scope

Identify countries, industries and the intended rollout without inventing unknown relationships.

Start with what you know Which countries and regions are currently in scope?
Select all that applyWhich industries are in scope?
A planning intention, not a launch commitmentHow should this planning approach the rollout scope?
Step 3 of 5

Known combinations

Review only the country × industry relationships that can be confirmed.

Selected countries / regionsViet Nam
Selected industriesElectronics and electrical equipment
‘Not sure’ is a valid answer Overall, how well do you know this part of the supply chain?
01

Known combination

Supply-chain stages · select any
Which supply-chain tiers can you confirm? · select any
Step 4 of 5

Foundations and delivery

Answer each practical foundation as an organisational judgement, not a certification.

Is this a new mechanism, an improvement or a continuation?
01Is someone clearly accountable for the programme and final coordination?
02Are trained internal people available to receive, follow up and escalate concerns?
03Are written confidentiality and anti-retaliation arrangements in place?
04Is there capacity to investigate and verify facts?
05Is there capacity for independent review or appeal?
06Does someone have authority and resources to approve and drive remedy?
07Are case-data storage, access and retention rules defined?
08Are workers or their representatives currently involved in designing or reviewing the mechanism?
Step 5 of 5

Confirm and generate

Review facts, planning signals and matters still requiring verification.

Your facts
Primary purpose
Build or improve a grievance mechanism
Start and horizon
September 2026 · 2 years
Supply-chain scope
Country / region
Viet Nam
Industry
Electronics and electrical equipment
Foundations
Mechanism type
Improve an existing channel or mechanism
Delivery preference
Undecided — compare options
Planning signals

Inputs shape the proposed sequence and verification work; they are not treated as evidence of readiness.

Still requires verification

Worker access, language, privacy, human handoff, investigation, review and remedy authority.

No email required to generateSee the management summary and limitations first.

Step 1 of 5

Use organisational planning information. Keep worker names, allegations, case evidence and other live grievance information out of the planner.

Start planning

Taking the plan forward

Use the proposal to organise the next conversation.

With colleagues

Agree which decisions need attention, who should participate and what authority or resources the work requires.

With workers and their representatives

Test the assumptions about access, language, safety and how the proposed mechanism would work in their circumstances.

With implementation partners

Use the scope, responsibilities and verification needs to explain the work and compare approaches.

Assign follow-up work to the matters still requiring confirmation. Check the proposed arrangements through participation, field validation and specialist review before implementation.

You can use the plan within your organisation or take it to an implementation partner of your choice.

Questions

Questions about the product and technology

Is Daimui a large language model?

Daimui’s core is a knowledge-based planning system. Structured inputs, organised knowledge and explicit rules produce the planning decisions and document structure. The core planning process can run without a large language model.

Why use structured knowledge and explicit rules?

They make it possible to define how a project condition affects a planning decision, preserve important distinctions and check the same relationships again. They also give the team specific knowledge and rules to review as practice develops. Their quality still depends on the knowledge, judgement and maintenance behind them.

What technology carries out the process?

The architecture combines a React interface with a Node.js service. Structured knowledge is stored as JSON data; JavaScript rules form the planning results and assemble the proposal. HTML and print styles are rendered to PDF using Chromium. An optional language-refinement step can improve wording after the plan is formed, subject to controls that protect its facts and decisions.

Why use Daimui when a general AI agent can also prepare a plan?

A capable agent can research, use tools and produce a useful plan. Daimui offers specialist preparation already organised for this task: the questions to ask, knowledge to consult, conditions to check, rules to apply and work to include in the proposal. Users can access that preparation through a dedicated planning process. If an agent is given the same methods and tools, it may use them too; Daimui’s value rests on the quality and usability of that specialist work.

Is Daimui an Agent Skill?

The current product is used through its own interface. An Agent Skill could be a future way for an agent to access Daimui’s methods or planning engine. That would be another way to use the specialist capability behind the product.

How does the knowledge stay connected to practice?

The team continues to learn through field engagement and review. Relevant lessons can be translated into revised knowledge, questions and planning rules. These updates are made through the team’s knowledge-development work; completing a plan does not automatically retrain the system.

Can I begin if information is incomplete?

Yes. Provide what you can reasonably confirm and mark what remains uncertain. The plan can include mapping and verification work rather than treating an unknown condition as an established fact.

Do I need an account or an email address?

No account is required. You can review the management summary without providing an email address. A delivery email is requested for the complete PDF. Partnership follow-up and anonymised product-improvement consent are separate, optional choices.

Can I submit a grievance or use the proposal as a compliance certificate?

Daimui supports mechanism planning. Live grievances belong in authorised reporting channels. The proposal supports discussion and preparation; implementation still requires appropriate verification, participation and review. It does not certify compliance or mechanism effectiveness.

Is the decision model open source?

We plan to open the mechanism-planning decision model for scrutiny, reuse and improvement. Any release will need to identify the material available, its version, licence and conditions of use.

Why we share this work

Professional experience, made more widely usable.

Our vision is for organisations committed to responsible supply chains to have access to knowledge and methods grounded in the field and continually renewed through practice. With that foundation, commitments to people can become an organisational capacity for sustained action.

Begin with your context.

Bring the information your team has today. Use Daimui’s knowledge and methods to develop a plan, identify the work ahead and take the next decisions together.

What you receive

A plan your team can work with.

Daimui selection interface, proposal cover and a project overview page shown together