metabiz.ai
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Team using mDeck to create a shared task entry with context, attachments, and ownership

mDeck

Let teams assign AI work while keeping human decisions explicit.

mDeck is an employee AI work surface for tasks, proposals, evidence, approvals, exceptions, and outcomes.

Discuss your needsView all products

mDeck · Product direction

What to confirm before you start

Who it is for

  • Knowledge and operations teams
  • Managers needing AI work traceability and handoff

Directions to evaluate, not a ready-to-deliver feature list

This is currently a product direction and application concept for discussion. Scope still needs confirmation; it is not an existing subscription plan.

  • Task and work entry
  • Sources, evidence, and results
  • Approval, pause, and exception handling

First discussion

Bring the piece of work you most want to improve, the teams involved, and the systems you use today.

  • One AI or knowledge workflow you want to improve, plus the tools and data used today.
  • The IT, security, governance, or workflow owner, and the permissions, approvals, and records required.

Scope and delivery

  • It does not replace an authorized person's high-impact decision.
  • Available work depends on configured knowledge, skills, and connectors.

POS, CRM, ERP, commerce, booking, payment, logistics, or other system connections are confirmed separately based on interfaces, data conditions, and ownership. Product capability descriptions do not mean every integration, customization, or maintenance service is included.

The first needs discussion is free. If deeper diagnosis or planning is useful, we confirm the scope and fee first. Training, data import, and ongoing maintenance are also confirmed separately before work begins.

Start with your work and current situation

What can improve

Improvement to pursue

  1. 01

    Give assigned work a shared entry

    Bring task context, attachments, and ownership into a handoff-ready work entry.

  2. 02

    Handle evidence-backed work faster

    Keep AI-organized information and sources together, routing only high-impact exceptions to an authorized person.

  3. 03

    Retain tasks and outcomes

    Keep completion, exceptions, and next steps in one traceable task.

Team creating a shared task entry with context, attachments, owner, and next step

Create the task entry

Bring context, attachments, owner, and next step into the task entry.

Help the next owner understand what needs to be handled.
Team checking task evidence and AI assistance before an important decision

Place human approval

Show sources and impact first, then route permissioned decisions to the right person.

Keep human time for work that genuinely needs judgment.
Team handing task outcomes and exceptions to the next accountable owner

Review the task outcome

Keep completion, exceptions, and follow-up in task context.

Hand the outcome to the next owner instead of leaving it in chat.

Customer use cases

Start with the work the team must complete, not a feature checklist.

  • Knowledge and operations teams
  • Managers needing AI work traceability and handoff
01

AI task entry

Request work and receive source-backed proposals.

02

High-impact exception

Route authorized decisions to the right person.

How work improves

Keep effective existing systems and connect the work in practical stages.

  1. 01

    Request

    Describe the goal, constraints, and expected result.

  2. 02

    Review

    Inspect sources, evidence, and exceptions.

  3. 03

    Track handoff

    Preserve the authorized decision and result.

How it works with other systems

Show only the product relationships needed to complete this work, without replacing every system at once.

Start with your work

Start with the part of daily work that takes too much time or creates avoidable errors.

Discuss your needs