Scope the outcome
Agree the input, required output and how the result will be verified.
CUSTOM AI & SOFTWARE
From a difficult problem to a working solution.
Specialist AI and software engineering, from the first data sample to a tested application. Work with us on a complete delivery or extend your own team.
01 / SERVICES
Custom edge AI
AI built around your task and device.
We build detection, classification and tracking pipelines for professional cameras and embedded systems. Model training is connected to the deployment constraints from the start.
The work can include data preparation, model development, device optimization, user interfaces and downstream events.
Axis hardware work includes ARTPEC-8, ARTPEC-9 and selected Ambarella CV25 profiles. Our CV75 development includes camera-tested person detection and image embeddings; the application and target device are qualified for each project.
Build the pipeline
Develop and integrate the application for the target hardware.
Validate the system
Measure the complete workflow in representative conditions.
02 / SERVICES
Camera & VMS integration
Get events to the systems and people that need them.
An emitted event is only one part of an integration. We configure and verify the path through the camera, transport, receiving system and operator workflow.
Each project is matched to its supported device and software versions, with clear behavior for settings, errors and recovery.
Map the interfaces
Identify the device, receiving system and what each event needs to communicate.
Implement the connection
Build the smallest reliable integration for the task.
Verify receipt
Test event delivery, state resets, interruptions and recovery.
03 / SERVICES
Custom software development
From a focused idea to a working product.
Our published projects include visual search, document classification, mobile audio recognition and business process automation.
We connect product requirements with software design, implementation, testing and integration. The team can own a complete delivery or work alongside your engineers.
Frame the product
Define the product scope and interface around your business needs.
Deliver in increments
Build features that users can try and review as development progresses.
Connect and support
Integrate, verify and prepare the product for operation.
04 / SERVICES
Dedicated engineering teams
The expertise your roadmap needs.
peoly builds dedicated teams and augments existing software teams. The engagement can combine application development, AI expertise, data work and integration.
We establish the responsibilities, communication and delivery process with you, so the team fits into the product rather than becoming a separate project to manage.
Identify the skills you need
Agree the work, skills and ownership needed.
Form the team
Choose a team structure that fits your development plans.
Work together
Agree priorities, review the work together and keep progress visible.
CLIENT EXPERIENCE
Clients on working with us.
Published feedback on custom AI, software delivery and development teams.
Effective cooperation
Our cooperation with peoly is very effective. They are capable of delivering the developers we need quite quickly, which is important for us.
GasNet Czech Republic
Innovative proof of concept
They succeeded in designing an innovative proof of concept, and then building a production-ready system for automating document processing.