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AI projects

Secure your AI projects, from framing to delivery

We help you turn AI initiatives into reliable, adopted solutions. From discovery and scoping to implementation, validation and change adoption, we bring structure, governance and delivery discipline so your AI delivers measurable value in day-to-day operations.

Service overview

We secure AI projects with hands-on consultants and clear governance, from scoping to implementation. We operate as a delivery team or via staff augmentation (T&M), licensed for staff leasing in Switzerland.

  • AI Project Diagnostic
  • Strategic Scoping
  • Execution & PMO
  • Change & Adoption
  • Quality & Validation
  • Governance & Risk

From idea to operational solution

AI projects fail less often because of models, and more often because of unclear scope, weak data readiness, missing ownership, and insufficient validation or adoption. We secure the full journey: clarify the problem to solve, design a feasible path, organise delivery, validate outcomes, manage risks, and embed the solution into operations.

We work with your teams (business, IT, data, compliance) to align decisions and accelerate execution, without losing control on quality, security and governance.

Our approach

01.
AI Project Diagnosic
We assess your current situation: processes, stakeholders, data flows, constraints and risks. We identify what blocks delivery (data quality, roles, tooling, compliance, operating model) and recommend a realistic path: quick wins when possible, deeper audit when needed.
02.
Strategic Scoping
We translate ambitions into a clear scope: target users, success criteria, expected benefits, constraints, and decision points. We define the right delivery option (build vs. buy, PoC vs. pilot vs. production) and create a backlog that can actually be executed.
03.
Execution & PMO
We structure and drive execution: delivery plan, governance, rituals, dependencies, vendors, and stakeholder alignment. We secure deadlines and decisions, keep the team focused, and ensure transparency on progress, risks and trade-offs.
04.
Change & Adoption
We prepare the field for adoption: impacted roles, communications, training, and operational readiness. We help teams move from “a tool” to “a new way of working”, with clear responsibilities and measurable adoption indicators.
05.
Quality & Validation
We define and run validation: test strategy, acceptance criteria, monitoring, and go-live readiness. For AI specifically, we test performance, robustness, explainability where relevant, and we validate the solution in real business scenarios—not only in a lab setting.
06.
Governance & Risk
We put clear rules in place so AI can be used safely in practice: accountability, documentation, human oversight, risk management and controls. We address typical risks such as bias and unfair outcomes (e.g., recruitment or customer decisions), security and data protection, model drift, and regulatory expectations.

Deliverables

  • Project charter & scope
  • Data & risk assessment
  • Solution design
  • Delivery plan
  • Prototype or MVP
  • Validation pack
  • Governance & compliance pack
  • Go-live & adoption kit

General questions

A PoC proves feasibility, a pilot proves value in real conditions, and production requires robustness, monitoring, security and clear ownership.

We define risk scenarios, test outcomes on representative cases, set controls and human oversight, and document decisions so the solution remains safe in practice.

Yes. We collaborate with your business, IT and data teams, and we can coordinate vendors or integrators to keep scope, governance and delivery aligned, up to implementation and adoption.

We define clear success criteria, run business-relevant validation, and prepare operational readiness (monitoring, ownership, support, and change adoption). The goal is a solution that performs reliably in real conditions and can be maintained over time.

Yes. ProActys is licensed for staff leasing in Switzerland, which allows us to reinforce your teams through staff augmentation in a compliant way, quickly and with the right profiles for your project.

We can staff key roles across business and delivery: Project Manager / Delivery Lead, Product Owner, Business Analyst (AI), Data Analyst / Data Engineer, Solution Architect, AI/ML Engineer, Test & QA Lead, and Developers. Depending on your setup, we join your team via staff augmentation or deliver as a structured workstream with clear governance.

Need help?
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