Build AI around the workflow, not the other way round.

Maline’s AI Product Studio designs custom AI software, agents, private copilots and workflow automation around the data, permissions and decisions your team already has.

AI productsPrivate copilotsAgents + automationKnowledge systems

Where AI creates value

Start with the task that wastes time or slows a decision.

Repeat work

Automate repeat work when the inputs, rules and exceptions are clear enough to trust.

Scattered knowledge

Give people one useful route into approved internal knowledge instead of sending them through five systems.

Slow decisions

Turn data into a recommendation, draft or next action while keeping people in the loop where judgement matters.

What we build

Software shaped around the way the business actually works.

Hosted models, open models, local components or a hybrid can all make sense. Privacy, cost, latency and the job decide the stack.

Private business copilots

Role-aware assistants connected to approved knowledge, documents and workflows.

Agents + automation

Systems that can collect context, use tools, route work, draft outputs and pause at defined approval gates.

Custom AI products

Purpose-built interfaces and software for a specific business task rather than a generic chat window.

Knowledge + retrieval

Structured knowledge, retrieval, citations and permissions that make answers more grounded and auditable.

Data boundary

Decide what data the system can access, where it is stored and which information must stay inside controlled infrastructure.

Permissions + approval

Define who can do what, which actions require review and what happens when confidence is low.

Evaluation + logs

Test outputs against real tasks, monitor failure modes and keep the evidence needed to improve the system.