DorsiumDorsium
Distributed Work Review

Completed work reviewed by machine consensus

Multiple independent Nodes review the same thing. Only matching decisions count.

Eliminates manual review and repetitive QA checks.

No missed issues. No single-point decisions.

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  • More precise review
  • Fewer incorrect approvals
  • A clearer picture of finished work
How it works

How work review is decided

Three clear steps from completed work to accepted review.

  1. 1

    The completed work enters review

    Completed work enters the review queue.

  2. 2

    Independent Nodes review it

    Several independent Nodes review the same work and reach their own decision.

  3. 3

    Only matching decisions are accepted

    When the Nodes agree, the decision is accepted and written to the audit trail.

Live flow

A verification round

Three Validator Nodes review the same completed work - only matching decisions are accepted.

The task (completed)

#4501Completed
Billing exceptions dashboard
Completed by
dev.alex
Review focus
Design + implementation check
State
Ready for Validator Node review
Send to Validator Nodes

Validator Nodes

Validator 01
Parallel Validator Node review
Waiting
Ready for next review round
Validator 02
Parallel Validator Node review
Waiting
Ready for next review round
Validator 03
Parallel Validator Node review
Waiting
Ready for next review round

5 Validator Nodes run in parallel in the background - 3 shown here for visual clarity.

Consensus Result

Matching decisions0
Diverging decisions0
Awaiting enough matching decisions

Rule example: at least 3 of 5 Validator Nodes must agree before the review is accepted.

How Validator Nodes review completed work

  • Every Validator Node reviews the same completed work
  • Every Validator Node applies the same review rules
  • Validator Nodes run in isolation and do not share intermediate state
  • No single Validator Node's decision is accepted alone
  • Validator Node decisions are compared against each other
  • Any divergent review is rejected
  • Audit trail entry can be created safely

Final action

  • Task status: Reviewed
  • Decision recorded in the audit trail
Core principles

Why this review model holds up

Three principles keep every review round trustworthy.

Deterministic

Same work, same rules, same decision - every run.

Auditable

Every review decision writes an immutable audit trail entry.

Consensus-backed

No single Node decides - multiple Nodes must agree before a decision is accepted.

Where it's used

Projects where this model is already in use

Internal systems, delivery environments, and task-based workflows where this model is live.

ProjectDorsium Mobile Platform
ProjectDorsium Corporate Website
ProjectDorsium Community Platform
Technical layerDistributed Review Agent
Technical layerAudit Trail Layer
Technical layerPublic API Layer
Early access

See the real state of completed work

We're onboarding pilot teams before the public rollout.

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