Agents4Delivery
Delivery operations for restaurant groups

Reduce errors in your delivery orders.

Understand how each order is packed, identify recurring errors and improve restaurant operations with evidence and data. Recovering eligible amounts is an additional benefit, not the only goal.

  • Success-based pricing
  • Available on iOS and Android
  • Centralised management and analytics
  • Two flexible operating models
Portal · Recovery overview
254
Cases this week
212
Documented
37
Locations active
Recovery trendLast 8 weeks
PlatformCasesStatus
Uber Eats128Recovered
PedidosYa84In review
Rappi42Recovered
New product

Live Alerts: keep your entire network online 24/7.

Detect unexpected closures, receive real-time alerts and restore restaurant availability before losing more orders.

  • Multi-location monitoring
  • Immediate alerts
  • Automatic resolution when possible
  • Complete incident history

Live Alerts

Network status

Live

Central location

Uber Eats

Attention

North location

Glovo

Reopened

South location

Just Eat

Online
Delivery operations for restaurant groups

Operational visibility and financial follow-up

Understanding incidents helps reveal opportunities to improve store operations. Where eligible, we also manage refunds, unpaid cancellations and late pickups under each platform's rules.

01

Refunds

Identify and dispute eligible refunds incorrectly charged to the restaurant.

02

Unpaid cancelled orders

Recover accepted orders that were cancelled but not correctly paid.

03

Late pickups

Identify eligible losses connected to delayed courier pickups.

Fewer errors, from start to finish

Every stage of an order is a chance to improve store operations.

Illustrative example · measures for your team to review

Receiving

Common risk

An order modification is overlooked.

Preventive measure

Review the ticket and flag modifications before preparation.

How Agents4Delivery helps

The operations advisor helps explore causes and practical measures. With the in-store vision model, evidence provides context for incident reviews; coverage depends on your setup.

Analyse an incident

Illustrative example · measures for your team to review

Preparation

Common risk

An item or extra is not prepared.

Preventive measure

Check each item and quantity against the ticket.

How Agents4Delivery helps

The operations advisor helps explore causes and practical measures. With the in-store vision model, evidence provides context for incident reviews; coverage depends on your setup.

Analyse an incident

Illustrative example · measures for your team to review

Packing

Common risk

A drink or sauce is left out of the bag.

Preventive measure

Check contents before sealing and group all packages for the order.

How Agents4Delivery helps

The operations advisor helps explore causes and practical measures. With the in-store vision model, evidence provides context for incident reviews; coverage depends on your setup.

Analyse an incident

Illustrative example · measures for your team to review

Pickup

Common risk

The courier receives another order’s bag.

Preventive measure

Verify the order reference and package count at handover.

How Agents4Delivery helps

The operations advisor helps explore causes and practical measures. With the in-store vision model, evidence provides context for incident reviews; coverage depends on your setup.

Analyse an incident

Illustrative example · measures for your team to review

Delivery

Common risk

A reported incident keeps recurring.

Preventive measure

Review what happened with the team and trial a preventive measure in-store.

How Agents4Delivery helps

The operations advisor helps explore causes and practical measures. With the in-store vision model, evidence provides context for incident reviews; coverage depends on your setup.

Analyse an incident
How it works

Identify, document and learn from each incident

Bring together operational and financial metrics across your network, identify recurring issues and track both improvement opportunities and recovery results.

1

Identify

Agents4Delivery detects eligible incidents and revenue recovery opportunities — refunds, unpaid cancellations, billing discrepancies and other eligible delivery losses.

2

Document and claim

The platform prepares and manages the recovery process using the selected evidence model: no store evidence, photo evidence through our free app, or always-on camera evidence with zero staff interaction.

3

Monitor and recover

Clients follow results through the management portal and recovered revenue is tracked transparently.

Operating models

Evidence options for your operation

Photos and video document order packing, help you understand store errors and support eligible claims. Choose what fits your operation, or start without in-store evidence.

With in-store computer vision

Adds operational evidence captured inside the restaurant to support the recovery process.

  • Suitable for groups that want to reinforce claims with in-store operational context.
  • Computer vision helps document what happened around each incident inside the restaurant.
  • Recovery workflows can draw on both platform data and in-store evidence.

Without in-store computer vision

A lighter deployment that manages revenue recovery without in-store computer vision.

  • Suitable for groups that prefer a lighter footprint or are not ready to deploy in-store hardware.
  • Recovery is managed from platform and delivery data available to Agents4Delivery.
  • The same recovery scope and management portal are used across the client's locations.

Not sure which model fits your operation? We help you choose based on your network and priorities.

Talk to us about the right model
Evidence models

Choose the evidence model that fits your operations

Photos and video document order packing, help you understand store errors and support eligible claims. Choose what fits your operation, or start without in-store evidence.

Fastest deployment

Recovery without store evidence

Start recovering eligible delivery losses without installing hardware or changing store operations. Our team identifies and manages eligible refunds, unpaid cancellations, billing discrepancies and other recoverable losses across delivery platforms.

  • No hardware required
  • No store-level tasks
  • Immediate deployment
  • Success-based pricing
App-based verification

Photo evidence

Store teams capture clear evidence while packing each order using our simple evidence app. Every image is linked to the corresponding order and used to strengthen eligible claims.

  • Higher dispute success rate
  • Better visibility into store errors
  • Evidence linked to each order
  • Free evidence app
100% hands-free

Always-on camera evidence

A dedicated camera continuously monitors the order packing area, creating reliable video evidence without requiring employees to open an app, scan a code or take a picture. When a delivery claim occurs, the relevant footage is identified and used to build a stronger dispute.

Your team packs the order. Agents4Delivery handles everything else.

  • Zero staff interaction
  • Continuous packing-area coverage
  • Time-stamped video evidence
  • No additional steps during peak hours
  • Managed claims from evidence to recovery
1

Record

The packing area is continuously monitored.

2

Match

The relevant footage is connected to the disputed order.

3

Recover

Agents4Delivery prepares, submits and follows up on the claim.

No photos to take. No buttons to press. No additional devices for employees to manage.

Explore hands-free evidence
Mobile app

Evidence to understand and improve order packing

Photos and video document order packing, help you understand store errors and support eligible claims. Choose what fits your operation, or start without in-store evidence.

Available on iOS
Available on Android
Prefer zero staff interaction? Choose always-on camera evidence instead.
Live orders
Today
Live
DoorDash
just now
2× Double Cheeseburger
#DD-8421
Uber Eats
1 min ago
Chicken Bowl + Fries
#UE-3319
Grubhub
2 min ago
Margherita Pizza
#GH-1170
DoorDash
4 min ago
Veggie Wrap
#DD-8419
Management portal

Complete visibility from one management portal

Bring together operational and financial metrics across your network, identify recurring issues and track both improvement opportunities and recovery results.

  • Centralised visibility across every restaurant location
  • Live monitoring of recovery performance
  • Financial and operational KPIs in one view
  • Transparent, exportable reporting
  • Identification of recurring issues and improvement opportunities
Agents4Delivery — Management portal
Recovered revenue (MTD)
$1.84M
+18.2%
Open cases
3,921
-6.4%
Locations active
8,214
+142
Recovered by platform (this month)
PlatformRecoveredRate
Uber Eats$742,18090%
DoorDash$611,94088%
Deliveroo$318,72086%
Just Eat$169,40084%

Operations advisor

Describe a recurring incident and explore practical measures to prevent it in-store.

Analyse an incident
Results

Operational and financial results

Numbers reflect aggregate platform performance across the Agents4Delivery client base.

8k+
Restaurants served
Locations on the Agents4Delivery platform
26
Countries live
Markets where Agents4Delivery operates today
$42M+
Total recovered revenue
Cumulative revenue recovered for clients
90%
Refund recovery rate
Average share of eligible refund cases recovered
Methodology

The recovery rate represents the share of eligible cases (as classified by delivery platform policies and validated by Agents4Delivery) for which the associated revenue was successfully recovered on behalf of the client. Figures exclude cases that are not eligible for recovery under the relevant platform's terms.

Recovery estimate

Estimate how much revenue you could recover

Adjust the inputs to match your network and see how much revenue you could recover with Agents4Delivery.

Estimated recoverable revenue
Monthly
$13,500
Annual
$162,000

Final results depend on delivery platform eligibility rules, operational data quality and network specifics.

Pricing

Success-based pricing

No upfront costs. No monthly fees. We only earn when you recover revenue.

  • No upfront fees

    Get started without any initial investment or setup costs.

  • Small % per recaptured revenue

    We only take a small percentage of what we help you recover. If we don't recover anything, you don't pay anything.

  • Always less

    Outsourcing refund disputes management has never been cheaper.

Brands already working with Agents4Delivery

Taco Bell logo
KFC logo
Popeyes logo
Burger King logo
Domino's Pizza logo
Starbucks logo
Papa John's logo
Pizza Hut logo
Chipotle logo
Raising Cane's logo
Costa Coffee logo
Taco Bell logo
KFC logo
Popeyes logo
Burger King logo
Domino's Pizza logo
Starbucks logo
Papa John's logo
Pizza Hut logo
Chipotle logo
Raising Cane's logo
Costa Coffee logo

And many more restaurant groups recovering revenue with us.

FAQ

Frequently asked questions

Answers to the questions restaurant operators ask us most often.

Improve your operation, order by order

Let's discuss clearer visibility for your teams, fewer store errors and evidence-based management of delivery incidents.