AIKUS · Boutique engineering
Get your AI and software working where your business needs them.
AIKUS is a boutique engineering company. We work alongside your team to build and integrate software, AI agents and automation—and evaluate how they behave before release.
From a difficult interface to a customer deployment, we take responsibility for an agreed technical scope and leave your team with working software, usable evidence and a practical handover.
Where we add value
Forward deployed engineering
Turn a customer requirement or AI prototype into an integrated solution. We work with users and engineers on requirements, implementation, system connections, deployment and operational handover.
A concrete starting point: one customer workflow or deployment with agreed acceptance criteria.
API and enterprise integration
Build and investigate the connections between applications. Python services, REST APIs, authentication, data transformation and failure handling.
A concrete starting point: one interface to implement, repair or prepare for acceptance.
AI agents and workflow automation
Connect AI and automation to business systems. Define what each workflow may do, where human approval is needed and how exceptions reach the right person.
A concrete starting point: one repetitive process, with a visible result and a clear handover.
Automation and quality engineering
Build maintainable checks for APIs, user journeys and business processes. Integrate them into CI/CD so changes produce useful feedback for engineers.
A concrete starting point: automate the critical path for one application or release.
Performance and resilience
Investigate bottlenecks, load behaviour, dependency failures and recovery. More than ten years of JMeter experience supports practical analysis and repeatable evaluation.
A concrete starting point: one performance concern or failure scenario with measurable acceptance criteria.
Security and technical assurance
Evaluate web and API controls, including authorisation, access revocation and cross-user isolation. Provide reproducible findings and verification of agreed remediation.
A concrete starting point: one defined access boundary or consequential workflow.
From a working demo to a workflow your team can use.
Your prototype works, but it still needs to connect to customer systems. Your automation saves time until a failed handoff creates more work. Your team needs to know what happens when a request repeats or a dependency fails.
AIKUS works with your users and engineers to close those gaps: implement the connections, handle the exceptions and provide evidence against agreed acceptance criteria. Your team receives the software, documentation and knowledge to take it forward.
A clear first assignment
Resolve a specific problem
Bring an interface failure, slow service, incomplete integration or uncertain AI workflow. We agree the investigation and the result you need.
Deliver a defined workstream
AIKUS owns agreed technical deliverables, acceptance criteria and handover, working alongside your team or through your delivery partnership.
Evaluate one API delivery
Delivery Check covers one API product, up to ten endpoints, one test environment, one agreed test-data set and one retest.
We agree scope, responsibilities, timing and commercial terms before work starts. Evaluation and testing use customer-authorised test or isolated environments. Your team retains the release decision; delivery partners retain their client relationship.
Company-to-company engagements. German and English. Remote collaboration, with travel by agreement.
Lab evidence
One reservation request. Three calls.
In our lab, the version deliberately built without idempotency reserved stock three times for one repeated request. The fixed tool returned the same reservation on all three calls and rejected a changed quantity under the same key.
AIKUS-built tool and mock inventory; seeded flaw disclosed.
Payment committed. Confirmation lost.
In our lab, a charge committed but its confirmation was lost; when the flawed tool was retried, it charged twice, after reporting "failed". The fixed tool charged once, reported "outcome unknown" after the loss, and returned the committed charge through a status lookup.
AIKUS-built tool and mock payment provider; seeded flaws disclosed.
Tell us what needs to work.
What are you trying to deliver, where is it stuck and when do you need it? Send a short description to connect@aikus.ai. We will discuss a concrete first scope and the expertise it needs.
AIKUS is operated by Dynacov.