White-label or partner-friendly delivery
We work under your brand or alongside your team, with clear contracts and no client-facing surprises.
For AI consultancies & partners
Execution-Layer Engineering for AI Consultancies
We help AI consultancies and platform partners deliver the secure backend infrastructure behind agent demos, RAG systems, and enterprise AI workflows.
You own the client relationship, the strategy, and the AI design. We build and harden the execution layer underneath — quietly, under your brand or alongside your team.
What we deliver under the hood
The execution layer behind your AI delivery
You keep the client and the AI strategy. We build and harden the production backend it runs on.
MCP/OpenAPI tool gateway implementation
Allowlisted tools, schema-validated inputs, tool-level RBAC, approval gates, and audited tool calls behind your agent.
Databricks and data workflow integration
Parameterized jobs, status polling, result normalization, and Delta Lake workflows wired safely into AI flows.
Secure tool-calling and approval flows
Human approval gates, deterministic validation, idempotency, retries, and dead-letter handling for real actions.
RAG hardening, evaluation, and retrieval permissions
Permission-aware retrieval, reranking, evaluation pipelines, and guardrails that make RAG survive production.
Azure deployment, observability, and DevOps
Infrastructure-as-code, environment separation, OpenTelemetry-ready traces, structured logs, and cost monitoring.
Legacy system integration
API layers, adapters, and strangler-pattern modernization so AI can reach the systems that actually run the business.
NDA/DPA/SCC-ready cooperation
We sign NDA, DPA, and EU Standard Contractual Clauses where required, and work in client-controlled environments.
Next step
Discuss Partner Delivery
Bring us the AI design and the client constraints. We provide the senior engineers and the secure execution layer that turns the demo into something you can ship.