Sales prediction
Forecasting from your own history, used for inventory, cash planning and marketing timing.
About
A technology and engineering company, working in two directions at once.
Transpose Group builds software and infrastructure for organisations in Lebanon and the region. The two divisions share a standard of execution and not much else, which is deliberate.
How we work
We deliver personalised solutions scoped to what a client actually needs and can spend, rather than fitting every engagement to the same package. Our research work keeps us current on machine learning, language models and the rest of it, which matters mostly because it lets us tell you when those tools are the wrong answer.
On the technology side the concentration is machine learning sales prediction and intelligent applications, alongside the mobile, web and search work that most businesses need first. On the engineering side it is cathodic protection and the construction, energy and maintenance work around it.
What we concentrate on
Intelligent applications
Software that learns from the data it produces and automates the decisions that are routine.
Mobile and web
Applications and sites built cross-platform, mobile-first, and supported after launch.
Search optimisation
Technical fixes, keyword work and content that earn ranking rather than rent it.
Cathodic protection
Corrosion control for pipelines, tanks and buried or submerged structures, design through to monitoring.
Construction and energy
Civil, electrical and MEP works, solar systems, and the maintenance that follows them.
Questions we get asked
- What is machine learning sales prediction, and how would it help us?
- It uses your past sales, market trends and customer behaviour to forecast what is coming. Businesses use it to hold the right amount of stock, plan cash with fewer surprises and time marketing spend against actual demand.
- How does intelligent mobile application development differ from the standard kind?
- Standard development builds defined functionality that behaves the same way every time. Intelligent applications observe how people use them and adapt, and use language models for the parts involving reading or writing text. The second costs more and is only worth it when adaptation or language is where the value sits.
- How long does a custom mobile application take?
- A focused app with a clear scope is typically four to six weeks. Anything involving machine learning, complex integration or regulated data runs into months. We give a timeline once we understand the scope, not before.
- Can you improve our visibility on search engines?
- Usually, yes, though the honest answer depends on the site. We start with an audit that tells you what is holding it back. Occasionally the finding is that the site needs rebuilding before optimisation is worth the spend.
- Do you work with small businesses, or only large ones?
- Both. Scope and budget are set per engagement rather than by a fixed package, and a small well-defined project is often more useful than a large vague one.
- Do you support what you build after launch?
- Yes. Maintenance, fixes and enhancements are part of how we work. If you would rather run it in-house, the handover includes what your team needs to do that.
- How do we get started?
- Email us a description of the problem. We will tell you whether it is something we should take on, and what the first step would cost.
Start with the problem, not the technology.
Describe what is not working and we will tell you what it would take to fix.
Get in touch