Data and integrations
Connect knowledge and business systems. Design information retrieval with sources and permissions on the infrastructure that fits your organisation.
We build the foundations —specifications, rules, tests and traceability— so that agents can develop and maintain your software within limits you can verify.
Each project combines these five capabilities around its systems, requirements and risk. The architecture supports new agents without starting from scratch.
Connect knowledge and business systems. Design information retrieval with sources and permissions on the infrastructure that fits your organisation.
Build specialised agents and test their behaviour against representative cases. Evaluate quality and safety before and after deployment.
Coordinate steps, tools and models. Add approvals, error handling and human escalation where actions require them.
Bring agents into the channels your teams use. Integrate corporate identity and limit access to the resources each task needs.
Define what each agent can do. Policies, activity logs, alerts and usage tracking give your teams visibility into operations.
Connect knowledge and business systems. Design information retrieval with sources and permissions on the infrastructure that fits your organisation.
Build specialised agents and test their behaviour against representative cases. Evaluate quality and safety before and after deployment.
Coordinate steps, tools and models. Add approvals, error handling and human escalation where actions require them.
Bring agents into the channels your teams use. Integrate corporate identity and limit access to the resources each task needs.
Define what each agent can do. Policies, activity logs, alerts and usage tracking give your teams visibility into operations.
These are example applications. Together, we choose an initial use case based on business impact, data availability and integration feasibility.
Autonomous resolution of L1 and L2 tickets with escalation to people when confidence drops.
Reconciliations, orders, claims and repetitive tasks across ERP, CRM and email.
Sourced answers over internal documentation, regulations and procedures, with inherited permissions.
Diagnosis, guided remediation and incident management integrated with your monitoring tools.
Lead qualification, meeting preparation and proposals built from CRM and market data.
Agents that review code, generate tests, document and operate pipelines under supervision.
We design the platform around your organisation, whether you are starting with a first use case or already have agents that need integration and governance.
We agree on scope, dependencies and acceptance criteria before building. Each phase delivers something concrete to inform the next decision.
Prioritise a real workflow and agree on the outcome it needs to improve.
A prioritised use case and success criteria.
Define data, integrations, permissions and points for human oversight.
An architecture and an evaluation plan.
Integrate the agent and test the entire workflow before going into production.
An agent validated for the agreed scope.
Measure quality and cost in operation to improve and add new agents.
An operating model and an evolution plan.




