01
Model
Create and publish a Routing Profile.
Depot · fleet defaults · demand unit · timezone · start time
- Foundation
- Routing Profile
- Fleet
- Vehicle count and capacity
- Version
- Published
MAG OptiAILogiAICVRP RoutingBeta
Build Delivery Routes Around Your Real Fleet Limits.
Plan delivery routes around fleet capacity, customer demand, service times and delivery windows. Review stop assignments and estimated route outcomes before choosing a plan.
Model the depot and fleet. Prepare the delivery demand. Review routes against your real requirements.
Prefer to explore first? Start free14-day trial · lower limits. Beta access requires approval.
Built for routing planners
Fleet capacity and stops
Cloud-based Pro Console
Guided evaluation
The routing challenge
A Delivery Plan Has to Work Beyond the Map.
Demand, vehicle capacity, stop timing and route limits need to work together.
Challenge 01 / 05
Demand Has to Fit the Fleet
A list of deliveries is not yet a workable loading plan.
Each stop has demand, and each vehicle has a capacity limit. The number of vehicles and the quantity you need to deliver shape which routes can work.
Impact
Represent demand and capacity using a consistent unit before planning routes.
The challenge is more than connecting stops on a map.
It is building a delivery plan that reflects your fleet limits, customer requirements and the travel estimates used by the model.
Why MAG OptiAI
A Smarter Way to Plan Delivery Routes.
Keep your reusable routing defaults separate from the stops and demand of each delivery period.
Reusable Routing Foundations
Publish your depot, fleet defaults, planning timezone, default start time and demand unit in a Routing Profile.
A Delivery Plan for Each Period
Prepare dated stops, quantities, service times and optional delivery windows without rewriting the reusable defaults.
Routing Decisions You Can Inspect
Review route assignments, estimated outcomes and the visual route map, then export the plan for further review.
Your routing context stays connected.
Published Routing Profiles anchor the reusable foundation. Delivery Plans hold dated stops, demand, timing and permitted operating overrides.
Process
How We Work
From the routing foundation to a delivery plan you can review.
MAG OptiAI guides your team from describing the routing problem to reviewing alternatives and choosing a plan.
02
Prepare
Create the dated Delivery Plan.
Stops · demand · service times · optional windows · overrides
- Period
- Planning date
- Stops
- Coordinates and demand
- Timing
- Service and windows
03
Configure
Select your objective and search settings.
Distance · route balance · fewer vehicles · runtime
- Objective
- Routing trade-off
- Search
- Supported settings
- Budget
- Runtime limit
04
Route
Validate the inputs and run optimization.
Build route assignments and stop sequences within supplied constraints
- Validate
- Input readiness
- Optimize
- Assign and sequence stops
- Inspect
- Run outcome
05
Review
Inspect the route plan and reported outcomes.
Route map · stop assignments · estimated distance and duration · exports
- Assignments
- Stops by vehicle
- Estimates
- Distance and duration
- Outputs
- Map and exports
06
Test Alternatives
Explore supported changes to the routing problem.
Keep baseline context while reviewing an alternative result
- Baseline
- Current delivery plan
- Change
- Supported adjustment
- Review
- Alternative routes
07
Compare & Decide
Review the routing trade-offs before choosing a plan.
Fleet use · route estimates · objectives · operational requirements
- Baseline
- Current requirements
- Alternative
- Adjusted requirements
- Decision
- Operational fit
Core capabilities
What CVRP Routing Can Do for Your Organization
A connected workflow for representing the fleet, routing deliveries and inspecting the outcome.
Publish a Routing Profile
Reuse depot and fleet defaults across dated delivery plans.
Represent Stop Demand
Set customer quantities in the same demand unit as vehicle capacity.
Set Fleet and Route Limits
Define vehicle count, capacity and optional route duration and stop limits.
Smarter schedules.
Better decisions.
Choose a Routing Objective
Explore distance, route balance or fewer-vehicle planning objectives.
Validate Before Routing
Check routing inputs before running the selected search settings.
Inspect Route Assignments
Review vehicle routes, stop order and the visual route map.
Include Service and Windows
Supply stop service times and optional customer delivery windows.
Compare and Export
Inspect supported alternatives and export routing outputs for review.
Publish a Routing Profile
Reuse depot and fleet defaults across dated delivery plans.
Represent Stop Demand
Set customer quantities in the same demand unit as vehicle capacity.
Set Fleet and Route Limits
Define vehicle count, capacity and optional route duration and stop limits.
Include Service and Windows
Supply stop service times and optional customer delivery windows.
Choose a Routing Objective
Explore distance, route balance or fewer-vehicle planning objectives.
Validate Before Routing
Check routing inputs before running the selected search settings.
Inspect Route Assignments
Review vehicle routes, stop order and the visual route map.
Compare and Export
Inspect supported alternatives and export routing outputs for review.
All in one place.
Everything you need for informed scheduling decisions.
CVRP Routing in action
See the Delivery Plan Behind the Route Lines.
Review how stops are assigned and sequenced across the fleet. This illustration explains the concept; it is not a measured optimization result.
Capacity and timing belong beside the map.
Inspect vehicle assignments, stop order and reported route outcomes together. A route line alone does not show whether demand fits the fleet or whether customer windows can be met.
Current travel estimates use geographic distances and a default speed assumption. Review their suitability before using the plan.
Illustrative delivery planIllustrative
Vehicle A
Depot → A1 → A2 → A3 → Depot
Vehicle B
Depot → B1 → B2 → B3 → Depot
Who it’s for
Is CVRP Routing a Good Fit for Your Team?
For teams assigning delivery demand to a capacity-limited fleet.
Delivery Planning Teams
Prepare stop locations, quantities, service times and customer windows for a delivery period.
Distribution Operations
Represent depot and fleet defaults, including vehicle count, capacity and route limits.
Managers Comparing Route Plans
Review assignments and estimated outcomes before choosing the routing objective and plan.
Every delivery operation is different. Evaluate the supported model and travel estimates against your actual routing requirements.
The CVRP Routing Beta
Real Problem. Real Evaluation. Real Impact.
Bring your routing challenge and evaluate the fit with your organization’s information.
What You Get
Access for a Real Evaluation
Apply for approved beta access to evaluate your routing problem beyond the smaller trial limits.
A Guided Routing Setup
Represent the depot, fleet capacity and reusable planning defaults in a published profile.
Planning with Your Demand
Prepare your stop locations, delivery quantities, service times and customer windows.
A Direct Feedback Channel
Discuss setup difficulties, unsupported requirements and practical usability with our team.
Results You Can Inspect
Review assignments and estimated route outcomes before deciding how the plan fits your operation.
What We Ask From You
A Defined Routing Problem
Bring a delivery period, available fleet and the decisions your team needs to make.
Usable Delivery Data
Provide stop coordinates, quantities, service times, applicable windows and consistent fleet capacity units. Anonymized data is welcome.
Practical Feedback
Tell us where the model fits and which operational requirements need attention.
A Review of the Outcome
Check assignments, capacity and travel estimates before using the generated plan.
Real Problem
Real Evaluation
Better routing decisions.
A real-world evaluation with your organization.
Bring your routing problem and real or anonymized delivery data. We will review the fit and help you get started.
CVRP Routing Beta
Frequently Asked Questions
What to know before evaluating your delivery planning requirements.
What does CVRP mean?
CVRP means Capacitated Vehicle Routing Problem: assigning and sequencing stops across a fleet while respecting vehicle capacity. This workspace also represents service times, optional stop windows and supported route limits.
What information do I need?
Start with a depot, vehicle count, capacity and a consistent demand unit. The Delivery Plan adds a planning date, stop coordinates, quantities, service times and any delivery windows or supported overrides.
How do profiles and delivery plans differ?
A Routing Profile is the reusable published foundation. A Delivery Plan holds a dated stop list and permitted operating overrides, with a link to the profile version it uses.
Are travel estimates based on live traffic?
No. The current solver uses geographic distance between coordinates and a default speed assumption to estimate travel. These estimates are not road-network distances or live traffic predictions; review their suitability for your operation.
Can I include delivery windows?
Yes. Stops can include an optional time window and a service duration. Timing is evaluated using the current travel estimation model.
Which routing objectives can I choose?
The workspace supports distance, route balance and fewer-vehicle objectives. These guide the search; they do not guarantee that every problem has a feasible or globally optimal solution.
How is the trial different from beta access?
Start Free begins the existing 14-day trial with lower limits. A larger beta evaluation requires an application and approval by our team.
Does this cover any kind of logistics problem?
Evaluate the fit with the supported depot, fleet, stop and routing constraints. Specialized logistics requirements may need a different model or additional work; tell us about them during the evaluation.
How do I apply?
Use Apply for the Routing Beta to reach the existing CVRP beta application journey. Our team reviews applications and confirms the fit for an evaluation.
Still have a question?
Talk to us about your routing evaluation.
Ready to get started?
Ready to Evaluate CVRP Routing with Your Organization’s Data?
Tell us about your fleet capacity, stops and delivery windows. We will review your application and confirm whether the current Routing Beta is a good fit for your organization.
No payment requiredApplication reviewed by our team