What can we help you build?

Discuss AI agents, language and knowledge applications, workflow automation, voice applications or computer vision. We scope the work around the decisions and tasks the system should support, rather than choosing a model before understanding the problem.

The engagement can cover use-case definition, a prototype, application engineering and integration. Production responsibilities, deployment arrangements and ongoing support are agreed for the project.

From an idea to an agreed engineering scope

Bring a description of the workflow, the people involved, the systems it uses and any representative data you are permitted to share. We use that context to define inputs, outputs, permissions, integration boundaries and how the result will be evaluated.

A prototype should answer a specific delivery question. Before progressing, agree what would count as a useful result, which failures require human intervention and what needs to be resolved before wider use.

Build, govern and secure the system

Engineering, governance and security answer related questions. This page covers building the application. Our AI governance and technical AI security services provide separate routes for ownership, oversight and assessment of the system.

If you want an existing platform rather than a custom build, explore Yally for governed AI workflows and Hyper-i for identity and computer vision. We can discuss which route fits the intended use.

AI development specialisms

AI agent development

Define agent tasks, permitted tools, data access and human approval points. Scope application development, integration and evaluation around a bounded workflow.

Explore AI agent development

Generative AI & NLP development

Scope a language or knowledge application around its users, information sources and expected outputs. Agree source access, evaluation and human review before wider use.

Explore Generative AI & NLP development

AI workflow automation

Map the task, decisions and systems in an operational workflow. Agree automation boundaries, approvals, exception handling and integration responsibilities.

Explore AI workflow automation

Voice AI development

Define the conversation, users and systems involved in the voice workflow. Confirm language, channel, integration and evaluation scope before agreeing the development work.

Explore Voice AI development

Questions before you start

Is this different from buying an AI product?: Yes. A development engagement defines work for your use case. A product enquiry concerns the scope and commercial arrangements of an existing platform.
What should we prepare for an initial discussion?: Describe the business task, intended users, data constraints, systems to connect and the decision you want a prototype or implementation to support.

Explore related services and products

Product development

SWSAM helps organisations develop AI and software products around defined user needs. We connect product scoping, application engineering and integration, with the delivery responsibilities and evaluation criteria agreed for the engagement.

Explore Product development

Computer vision & identity

SWSAM develops computer vision solutions around the images, documents and video used in organisational workflows. We connect the interpretation of visual information to a defined business process, system or decision.

Explore Computer vision & identity