Scoped engagements with clear ownership, covering architecture through runbooks. Each engagement names what is delivered and who owns it in production.
Architecture for data flows, services, and integrations. We document constraints, failure modes, and deployment boundaries before writing production code.
Application development, API design, model wiring, and integration with existing stacks. Delivery includes tests, environments, and handover materials.
Logging, metrics, alerting, release process, and operational ownership for systems we run — including platforms such as CaQeh.
Access control, secrets handling, abuse resistance, audit trails, and review of AI/LLM attack surfaces where models sit in the request path.
Four layers on the request path, with access control and observability running down both sides rather than bolted on at the end. This is the shape most of our engagements produce.
Every engagement follows the same four stages — discovery, architecture, build, and operate — with a written output at each stage. See our approach → or read the FAQ →
Tell us what you are running, what is failing, or what you need to ship. We respond from hello@taxeltech.com.