AI Engineering Outstaffing & Staff Augmentation

AI outstaffing means placing dedicated AI engineers from 7code — including LLM specialists, ML engineers, AI architects, and data engineers — directly within a client’s team. The engineers work exclusively on the client’s projects, using the client’s tools and processes, under the client’s day-to-day direction, with 7code handling employment, HR, benefits, and technical oversight.

The terms are often used interchangeably, but there is a meaningful distinction. Staff augmentation typically implies adding individuals to supplement a project. AI outstaffing, as 7code practises it, means placing a pre-formed, AI-specialised team that operates with continuity, shared technical standards, and peer review — not a collection of individual contractors working in isolation.

A typical outstaffing team includes one to three senior AI/ML engineers, optionally an AI architect for system design decisions, and a QA engineer for AI evaluation. Team composition is adjusted to the client’s backlog and roadmap. 7code does not outstaff junior engineers — every placed engineer has a minimum of five years of relevant professional experience.

7code can typically present matched engineer profiles within five business days of a signed agreement and completed technical brief. First engineers can be onboarded and operational within two to three weeks. For urgent requirements, a fast-track process is available — contact office@7code.ro with your timeline and 7code will confirm feasibility within 24 hours.

Yes. 7code’s outstaffing service places senior engineers only — defined as a minimum of five years of professional experience, with specific AI/ML domain depth. This policy exists because clients using outstaffing typically need engineers who can operate independently, make sound technical decisions without oversight, and integrate quickly without extended ramp-up periods.

All outstaffing engagements are covered by a comprehensive NDA signed before any technical discussions begin. Engineers placed at client sites sign individual confidentiality agreements as part of their engagement terms. IP developed during the engagement belongs to the client by default. 7code’s standard contract includes explicit IP assignment clauses — clients can also use their own paper.

Onboarding begins with a two-day technical immersion: engineers review the client’s codebase, architecture docs, and toolchain, then meet key stakeholders. By end of week one, they are typically contributing to the active sprint. 7code provides an onboarding checklist and assigns a technical lead as a point of contact for the first 30 days.

Most 7code outstaffing engagements run for six to twenty-four months. The minimum engagement is three months to ensure meaningful ramp-up and delivery. Engagements are governed by rolling monthly terms after the initial period, with a standard 30-day notice clause. Long-term clients often expand team size over time as product scope grows.