Integration complexity
Source count and type, API or file access, authentication and connector work.
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Forward-deployed engineering
Built inside your environment. Owned by your team.
Logistics Data Lab works alongside your engineers to build and deploy a defined data solution in the systems where it will run.
The delivery model
From your data to a solution your team can operate.
01 · YOUR DATASystems and source feedsTMS · ERP/WMS · Carrier · Telematics · Warehouse
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02 · AGREED DEVELOPMENT ENVIRONMENT
Logistics Data LabEmbedded engineeringConnect · model · validate · integrate
Build and test alongside your technical team
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03 · DEPLOYED SOLUTIONIntegrated and testedPipelines · APIs · Data models · Outputs
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04 · HANDOVERYour team takes overCode · Runbooks · Knowledge · Access transition
Your systems. Your infrastructure. Your solution.
A defined project
Scope and fee agreed before implementation.
The price reflects what must be connected, how the data needs to be transformed and where the solution must run—not just the number of rows.
Data complexity
Volume and history, record quality, entity relationships and business rules.
Delivery scope
Target outputs, deployment, testing, documentation, acceptance and handover.
Problem is clearFixed scope · Agreed fee · Acceptance criteria
Problem needs definitionPaid discovery · Source inventory · Data mapping · Implementation scope
Scope changesPrice and timeline impact agreed before additional work
Data and environment
Work within the access model your team approves.
The client’s development environment is preferred, so source data and the implementation stay within the client’s approved controls. Access, permitted data use, confidentiality, security roles and intellectual-property ownership are agreed before implementation begins.
If access cannot be provided quickly, a dedicated temporary VM or VPS can be created solely for the project—with client approval. Its setup, access, data handling, migration, retention and deletion are agreed before work starts.
Start with the outcome
Define what needs to work when the project is done.
We’ll scope the sources, target behavior, environment, acceptance criteria and fee.
Discuss a project →