Co-build or fully managed
Build with us. Or let us manage it.
Bibha's AI engineers can work alongside your team to build and deploy an AI system, or handle the agreed build, deployment and ongoing operation for you. Either way, the work starts with a clear business workflow.
Two ways to work with our team.
Both use the Bibha platform. The difference is how much of the work our team takes on.
Co-build
Bring your business expertise. Our team works alongside yours to configure, integrate and deploy the system.
- Your team brings knowledge of the work, the business goal and access to the data and systems involved.
- Our engineers configure the platform, integrate your systems and deploy the system with your team.
- After deployment, the system is handed over to your team, with any continuing support agreed in the engagement.
Fully managed
Let Bibha handle the agreed build, deployment and ongoing operation. Your team sets the business goals and reviews the outcomes.
- Your team brings the business goals, knowledge of the work and access to the data and systems involved.
- Our engineers build, deploy and operate the system as agreed.
- Your team reviews the outcomes and makes the business decisions.
Explore in detail
Choose the support your team needs.
Partner and embedded-product enablement
Work with Bibha on a delivery or embedded-product engagement. Define the platform fit, integration work, handover and support boundaries before delivery.
Co-build with Bibha
Build an AI system alongside Bibha's engineers. Define the workflow, prepare data, connect systems, review results and plan deployment and handover.
Fully managed AI
Let Bibha build, deploy and operate your AI system within an agreed scope. Keep business goals and decisions with your team as the system improves.
From workflow to working system.
Both modes follow these stages. What differs is how the work is shared, and who runs the system once it is live.

Scope the workflow
Start with the business task: what the system should do, the information and systems it depends on, and how results will be reviewed.
Define the task and outcome
Agree the work the system will do and the result your team needs from it.
Map data and systems
Identify the information, tools and systems involved, and the connections the workflow needs.
Choose the approach
Decide whether a supported external model with connected knowledge is enough, or whether the task calls for training or fine-tuning. Then choose co-build or fully managed.
Build and integrate
Our engineers set up the system on Bibha, alongside your team or for you.
Prepare data and examples
Prepare the data the system needs, including examples for training or fine-tuning when the approach uses them, and the cases used to review its results.
Configure and connect
Build the agents, workflows, knowledge and tools, and integrate them with your existing systems.
Review against the task
Check the system's results against the agreed task before it goes live.
Deploy
Put the system into operation through the customer-facing channels or backend APIs the workflow uses.
Choose where it runs
Use Bibha as a cloud service, or discuss hybrid and on-premises deployment.
Explore deployment optionsAgree operating responsibilities
Define who operates, monitors and supports each part of the system once it is live.
Operate and improve
In a fully managed engagement, Bibha runs the system as agreed. In a co-build, the system is handed over to your team after deployment, with any continuing support agreed in the engagement.
Monitor activity and usage
Track how the system is used and where it needs attention.
Improve with controlled changes
Use what you learn to improve the model, workflow and operating setup. Improvement can include people reviewing results and making controlled changes.
Review outcomes against your goals
Your team reviews results against the business goals and decides what to change next.
Clear responsibilities on both sides.
An engagement combines the Bibha platform with our team's work, in the mode you choose.
What your team brings
The business goal, knowledge of the work, access to the data and systems the workflow depends on, and people to review results and make business decisions.
What our team does
Scopes the workflow with you, then configures, integrates and deploys the system. In a fully managed engagement, we also handle the agreed ongoing operation.
What is agreed for each engagement
The scope, inclusions, support levels and operating responsibilities, so each side knows its part.
Questions about working with us
Yes. In a fully managed engagement, Bibha handles the agreed build, deployment and ongoing operation of your system. Your team sets the business goals and reviews the outcomes. If you would rather build alongside us, choose co-build: our engineers work with your team to configure, integrate and deploy the system. In both modes, responsibilities, inclusions and support levels are agreed for each engagement.
Your team provides knowledge of the work and the business goal, access to the data and systems the workflow depends on, and people to review results and make business decisions. In co-build, your technical team also works alongside our engineers on configuration, integration and deployment. The exact responsibilities are agreed for each engagement.
Start with the workflow you want to change.
Tell us the workflow, the systems it depends on and the outcome you need. Then we can discuss which way of working fits.