Boutique engineering · Integration · Assurance
Boutique engineering and assurance for complex delivery.
AIKUS brings senior expertise to difficult integration, automation, security and AI delivery problems. We work directly with your team, taking responsibility for an agreed technical scope—from investigation and implementation to evidence and handover.
You keep the client relationship and release decision.
Senior expertise. Clear responsibility.
We are a boutique engineering and assurance partner for complex software delivery. We investigate difficult problems, implement agreed solutions and provide evidence your team can act on. Each engagement has a defined scope, clear responsibilities and a practical handover. When working through a delivery partner, you retain the client relationship.
Engineering and automation
API and enterprise integration, customer-facing deployment engineering, test automation frameworks and CI/CD quality gates.
Security evaluation
Web and API security, authorisation, access revocation and cross-user isolation, with reproducible findings and remediation retests.
Performance, resilience and AI workflows
Load and performance engineering, dependency failure and recovery, plus API-connected AI workflows and repeatable evaluations.
Evaluation and testing use customer-authorised test or isolated environments.
Choose how we work together
Focused expertise: senior hands-on engineering and assurance to resolve a specific delivery problem alongside your team.
Owned workstream: AIKUS takes responsibility for agreed technical deliverables, boundaries, acceptance criteria and handover. Engagements are contracted company-to-company.
Delivery Check: our bounded API assurance package, with a Delivery Evidence Report and one retest.
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.
Before a post-merger interface goes live
Combining businesses can mean connecting systems that previously operated separately. AIKUS can check one agreed API boundary in a test environment before cutover: repeated requests, data transformation, partial completion and recovery.
You receive reproducible findings, coverage gaps and unresolved conditions to inform the acceptance decision. Your team retains responsibility for cutover.
Delivery Check
A bounded check alongside your existing delivery and testing work.
Report within 15 working days of confirmed working access. Testing takes place in the supplied test environment. Your team retains the release decision.
The MCP tool labs above demonstrate our challenge-and-evidence approach. Delivery Check remains an API package with its own agreed scope.
Work alongside your team
Bring an API delivery and the conditions you want to examine. We agree scope and access with you, then provide reproducible findings your team can use.
For forward-deployed engineering teams: model evals and tool-layer checks answer different questions. Our lab examines what a tool does when requests repeat or inputs change. Whether an agent supplies a stable key remains untested. Any MCP engagement would need separately agreed scope.
AIKUS is operated by Dynacov.