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Ghost Kitchen Aggregator · Available now

Follow each kitchen order from receipt through delivery evidence.

Ghost Kitchen Aggregator holds kitchen orders by organization, owner and partner definition. An operator follows each order from receipt through acceptance, preparation, dispatch and delivery, with the kitchen code, driver reference, promised time and actual delivery time on the order.

  • No per-user fees
  • Manual work is free
  • Configure it in Proto
OverviewOrder Fulfillment Queue
Ghost Kitchen Aggregator · Kitchen orders

Order Fulfillment Queue

Kitchen orders in one list

New kitchen order
Kitchen orders in view
6
Received
2
Accepted
2
Preparing
1
Received2
CSP-DTCourier route 184
18 Oct
JTC-LKCourier route 508
12 Oct
Add
Accepted2
WHT-WSCourier route 209
16 Oct
HLK-CPCourier route 612
17 Oct
Add
Preparing1
BTK-NDCourier route 317
10 Oct
Add
Dispatched1
NFP-MTCourier route 426
14 Oct
Add
CSP-DTKitchen orders · KO-13921
Received
Order date18 Oct
Driver referenceCourier route 184
Promised at25 Oct
OwnerJules Dubois
Approve revisionKO-13921 · CSP-DT

Independent Reviewer decides from the selected revision and linked evidence.

Waiting for Independent Reviewer
ApproveReturn
Example screen with sample data
Tables, ready to use
19
Saved views
15
Roles with set permissions
7
Reports and dashboards
8
Features

Keep the order and its next action in view

Every feature works on the same records. Pick one to see the screen your team works in.

Order intake

Keep a received kitchen order identifiable through every revision.

  • Identify the source
  • Check the decision
  • Keep the trail
  • Kitchen orders
  • Organizations
  • People
  • State history
Explore order intake
OverviewReceived Orders
Ghost Kitchen Aggregator · Order intake

Received Orders

Acceptance waits for the order operator

New
NumberOrder dateKitchen codeDefinitionOwner
KO-4494116 OctCSP-DTNorth Fork Prep Co.Nia Patel
KO-8551121 OctWHT-WSHarborline Kitchen Co.Owen Brooks
KO-6532117 OctBTK-NDJuniper Tray CollectiveJules Dubois
KO-4025112 OctNFP-MTHarborline Kitchen Co.Marco Silva
KO-1261218 OctJTC-LKHarborline Kitchen Co.Marco Silva
6 of 6 records
CSP-DTKitchen orders · KO-44941
Order date16 Oct
DefinitionNorth Fork Prep Co.
OwnerNia Patel
Example screen with sample data
Process

From receipt to delivery evidence

Order receipt to verified delivery ships ready to use. One step needs a named approval before the work moves on: Approve revision (Independent Reviewer).

Drag a card to another stage, or focus it and use the arrow keys. It updates to match the stage.

  1. Register order

    Capture the source order, owner and organization.

    CSP-DTKO-13921 · Order Operator
    Register orderBy Order Operator
  2. Check partner policy

    Check active partner coverage and mapping dates.

    CSP-DTKO-13921 · Kitchen Coordinator
    Check partner policyBy Kitchen Coordinator
  3. Verify evidence

    Review documents linked to the selected revision.

    CSP-DTKO-13921 · Independent Reviewer
    Verify evidenceBy Independent Reviewer
  4. Approve revision

    The Independent Reviewer records the revision decision.

    CSP-DTKO-13921 · Independent Reviewer
    Approve revisionBy Independent Reviewer
    ApprovalIndependent Reviewer decides from the selected revision and linked evidence.
  5. Route order

    Keep the kitchen and driver references with the order.

    CSP-DTKO-13921 · Order Operator
    Route orderBy Order Operator
  6. Confirm delivery

    Compare observed fulfillment with the actual delivery time.

    CSP-DTKO-13921 · Fulfillment Coordinator
    Confirm deliveryBy Fulfillment Coordinator
Inside a record

Connect partner feeds and external outcomes

Open any kitchen order to see its external reconciliations, the roles that work on it, its process stages and its approvals on one page.

  1. 1
    Record details

    Order date, Driver reference, Promised at and Owner.

  2. 2
    External reconciliations

    Each line is linked to this kitchen order.

  3. 3
    Who works on it

    Admin, Order Operator and Kitchen Coordinator, each with their own permissions.

  4. 4
    Process stages

    Register order and Route order, with the role that acts.

  5. 5
    Approvals

    Approve revision, with who decides.

Order Fulfillment QueueCSP-DT
Ghost Kitchen Aggregator · Kitchen orders

CSP-DT

Courier route 184 · Received

Log activity
1
Record details
Order date18 Oct
Driver referenceCourier route 184
Promised at25 Oct
OwnerJules Dubois
2
External reconciliations

CSP-DT

SourceExternal referenceValue date
Grain bowl dinner, east endORD-2026-1041816 Oct
Breakfast wrap order, harborDSP-2026-841221 Oct
Breakfast wrap order, harborPAY-2026-154130 Oct
External reconciliations
6
Total expected amount
3,710
3

Who works on it

  • AdminManage Organizations, People, kitchen partners, Users
  • Order OperatorManage kitchen orders, order fulfillment events
  • Kitchen CoordinatorManage kitchen partners, source mappings
4

Process stages

  • Register orderOrder Operator
  • Route orderOrder Operator
5

Approvals

  • Approve revisionIndependent Reviewer
    Approved
Example screen with sample data
Approvals

Review the exact order revision

OverviewApprovals
Ghost Kitchen Aggregator · Overview

Approvals

Signed in as Independent Reviewer

Waiting for you

4 To review1 Overdue2 Decided todayOnly mine
0 selectedApproveReturn
  • MD-64462Orders delivered on time
    Per orderRequested by Layla Nasser
    Sum3dActions
  • MD-93149Kitchen acceptance rate
    Per kitchen per dayRequested by Marco Silva
    Count distinct2dActions
  • MD-54286Average prep duration
    Per courier tripRequested by Ravi Menon
    Ratio of sums4dActions
  • MD-18837Courier pickup delay
    Per menu itemRequested by Ravi Menon
    Last as of5dActions

Who approves what

DecisionApprover
Approve revisionThe Independent Reviewer records the revision decision.Independent Reviewer
Approve review decisionsIndependent Reviewer
2 approval rules · set per role in Proto
Example screen with sample data
Roles

A workspace for each role

Everyone opens Ghost Kitchen Aggregator to the work that is theirs. Pick a role to see what it starts with.

Admin

Maintains operating organizations, people and access policy.

  • Manage Organizations, People, kitchen partners, Users
  • View kitchen orders, operation runs, operation steps
Reports

Read results with their source trail

Answer operational questions from orders, events, reconciliations and metric results.

Overview
Ghost Kitchen Aggregator · Overview

Ghost Kitchen Aggregator dashboard

This quarter

Source snapshots in view
6
Fresh
2
Stale
2
Failed
2

Kitchen orders by status

How far records got this quarter

StageReachedStep
Received25
Accepted1456%
Preparing964%
Dispatched778%

Number of kitchen orders by status

Sample counts per stage

1000
20Received
60Accepted
80Preparing
90Dispatched
100Delivered
Example screen with sample data
  1. 01Order status by kitchen partner

    Group kitchen orders by Definition and Status to see where orders stand.

  2. 02Promised versus delivered orders

    Compare promised at and delivered at for each kitchen orders record with a delivery date.

  3. 03Refund exposure by organization

    Sum refund amount by Organization from kitchen orders.

  4. 04Fulfillment outcomes by order

    Group order fulfillment events by Parent and Outcome.

  5. 05Action backlog by assignee

    Group follow-up actions by assigned to and Status with due date.

  6. 06External amount differences

    Compare expected amount and confirmed amount on external reconciliations with Status.

  7. 07Source freshness and coverage

    Show captured at, coverage start, coverage end and freshness status for source snapshots.

  8. 08Metric result validity

    Group metric results by Metric and Status with source row count and Reason.

Controls

Keep decisions and exceptions traceable

Each stage of order receipt to verified delivery names the role that acts and the status it records, so a change is never anonymous.

OverviewOrder receipt to verified delivery
Ghost Kitchen Aggregator · Process

Order receipt to verified delivery

Each stage, the role that acts and the status it records

Process stages
10
Approval steps
1
Roles involved
5
Tables touched
7
Route order
Order Operator
StatusReceived → Accepted
RecordsKitchen orders
Prepare order
Order Operator
StatusAccepted → Preparing
Dispatch order
Fulfillment Coordinator
StatusPreparing → Dispatched
Order receipt to verified delivery
  1. Start
    Approve revisionIndependent Reviewer
    Review decisions
  2. Step
    Route orderReceived → Accepted
    Kitchen orders
  3. Step
    Prepare orderAccepted → Preparing
    Order Operator
  4. Step
    Dispatch orderPreparing → Dispatched
    Fulfillment Coordinator
  5. Step
    Confirm deliveryDispatched → Delivered
    Fulfillment Coordinator
Example screen with sample data
AI agent

Ask Proto about the records you own

Give each team member help with the order records and decisions they own.

It can

  • Order Operator: Find received orders by organization and owner, then show the linked partner definition and promised time.
  • Kitchen Coordinator: Compare partner coverage dates, policy references and mapping versions for a selected order.
  • Independent Reviewer: Gather the selected order revision, evidence document and pending review record before a decision.
  • Fulfillment Coordinator: List pending fulfillment events, driver references and orders approaching their promised time.

Stays with a person

  • The person responsible for an order still confirms the source identity and evidence.
  • An independent reviewer makes the revision decision.
  • A provider receipt or external amount needs its own recorded evidence before a difference is marked resolved.
Integrations

Connects to the tools you use

Set up connections through ERP.AI and Proto workflows, with every change logged.

  • Ghost Kitchen Aggregator
  • Kitchen partner feeds
  • Delivery evidence
  • External order outcome source
  • Source data for metrics
Data model

Your data, in tables you can change

Every record lives in a table you can see, extend and export. Add fields or whole tables in Proto.

Browse all 19 tables
19tables
  • Order intake4
  • Kitchen partners4
  • Review and evidence5
  • Fulfillment and delivery5
  • Exceptions and reconciliation6
  • Metrics and provenance6
Implementation

Roll out one team at a time

Start with one team and one process, then add the rest once the basics are running.

  1. Set the operating scope

    Create the organization, people and partner definition for the first kitchen route.

  2. Agree source identity

    Review the partner code, mapping fields, effective dates and source snapshot coverage.

  3. Rehearse review

    Use a received order with a selected revision and evidence document; record a pending decision, then an approved or returned decision with a reason.

  4. Rehearse fulfillment

    Follow the same order through preparation, dispatch and delivery with driver reference, observed event and actual time.

  5. Close exceptions

    Compare expected and confirmed external amounts and assign a due action for a difference.

Pricing

$0per user

The base account and everyday work in the ERP.AI app are free, for every user.

  • No per-user or per-seat fees
  • Viewing, editing, approving and exporting records in the app is free
  • Pay only for machine work: API calls, imports, workflows and AI agents
  • Prepaid credits from $5. Purchased credits never expire

Pricing details

Machine work rate card Included per $1 of credit

Machine work rate card
UsagePer $1
Record reads (list, filter, get)20,000
Search or aggregate queries4,000
Record writes4,000
Imported or synced records200,000
Workflow runs2,000
AI agent runs2,000
Scheduled jobs or webhooks20,000
File uploads (MB)2,000
CSV or PDF exports100
FAQ

Questions, answered

Scope, rollout and pricing for Ghost Kitchen Aggregator.

All questions
How do I get started?

Click Get started, then use Proto to configure Ghost Kitchen Aggregator for your business. Begin with one organization, one partner and one order that your team can follow from receipt through review and delivery.

Who owns an order?

Each kitchen order links to an organization and a person. Agree the owner before the order enters the daily queue.

How do we identify a partner?

Use the partner code and organization on the partner definition. Check its active state, effective dates and policy reference for the order date.

How is an order revision reviewed?

The reviewer checks the selected revision and its evidence, then records a pending, approved, returned or rejected decision with a reason where needed.

Where does the driver reference go?

Keep it on the kitchen order alongside the kitchen code, promised time and delivery time.

How are delivery exceptions handled?

Review the fulfillment event outcome and the order's operation trace, then assign a follow-up action with a due date and resolution.

Can we compare external outcomes?

Use an external reconciliation linked to the order. It carries expected and confirmed amounts, a status and an evidence reference.

How do we read a metric result?

Check the definition, observation period, source snapshot, source row count and validity state before using the value.

Where can I see an order's history?

The status history, review decisions, evidence documents, operation runs and steps retain the trail connected to the order.

Set up Ghost Kitchen Aggregator your way.

Start free, then use Proto to change fields, steps and approvals before your team goes live.

How to get started

A personal agent for your business

Get started with Proto

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Free to use. Your own model provider may charge for usage.