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Ai solutions architect

Cardiff
Apply AI
Solution architect
Posted: 4 March
Offer description

About Apply AI


Apply AI partners with ambitious organisations to redesign how work gets done using enterprise AI. We don’t run generic training programmes or build experimental tools. We design AI strategies, architect secure systems, and embed human + AI workflows that unlock measurable capacity and commercial value.


Our clients range from advisory firms and creative agencies to engineering, compliance and corporate organisations. Most operate within Microsoft 365 environments, with growing investment in Copilot, Azure OpenAI and enterprise-grade AI tooling.


The role


You will design, build and deploy enterprise AI systems inside client Microsoft 365 environments, translating business workflows into secure, scalable AI-enabled processes.


You are equally comfortable:

* In a boardroom discussing AI operating models
* In a Microsoft tenant configuring Copilot Studio and Azure OpenAI
* In a workshop mapping workflows and identifying automation opportunities


This role is heavily weighted toward Microsoft enterprise environments, but requires broader enterprise AI literacy.


Core Responsibilities


1. Enterprise AI Architecture (Microsoft-Weighted)

* Design AI system architecture within Microsoft 365 environments
* Build and deploy agents using Copilot Studio and Power Platform
* Configure Azure OpenAI integrations
* Design secure data access patterns (SharePoint, OneDrive, CRM, Teams)
* Implement human-in-the-loop checkpoints
* Create scalable architectural patterns rather than one-off builds


2. Client-Facing AI Transformation

* Participate in AI audits and structured diagnostics
* Translate workflow mapping into technical architecture
* Advise on licensing (Copilot, Azure, ChatGPT Enterprise)
* Contribute to AI strategy design and operating model decisions
* Support governance framework development
* Engage confidently with IT, risk and senior leadership


3. Agent & Workflow Build

* Build production-ready AI agents and workflow automations
* Design multi-step AI-assisted processes
* Configure secure connectors and APIs
* Establish documentation, version control and internal standards
* Create reusable templates across clients


4. Governance & Enterprise Readiness

* Define data boundaries and access controls
* Align builds with enterprise security policies
* Support implementation of audit logging and monitoring
* Advise on AI risk mitigation and guardrails
* Ensure client confidentiality is preserved at all times


5. Internal Systemisation at Apply AI

* Develop repeatable AI architecture playbooks
* Help scale Apply AI’s delivery model


Required Experience


Essential

* Deep experience with Microsoft 365 architecture
* Hands-on experience with:
* Copilot Studio (or Power Virtual Agents)
* Azure OpenAI
* Power Automate / Power Platform
* API integrations
* Experience deploying AI or automation in enterprise environments
* Comfortable working directly inside client tenants
* Strong communication skills with non-technical stakeholders
* Familiarity with ChatGPT Enterprise or multi-LLM ecosystems


This is a hands-on enterprise architect role with transformation exposure.


What Success Looks Like (12 Months)

* Designed and implemented AI architecture across multiple client environments
* Built production-grade agents across client engagements
* Established repeatable Microsoft-first AI architecture patterns
* Contributed meaningfully to AI strategy engagements
* Helped clients unlock measurable workflow capacity


Location & Working Model

* UK-based
* Hybrid working
* Client-facing delivery expected
* Travel required for key engagements


Benefits

* 28 days annual leave (excluding bank holidays)
* UK bank holidays
* Discretionary office closure between Christmas and New Year (typically 3–5 additional days)
* Hybrid working
* Exposure to senior enterprise clients
* Opportunity to shape the architecture capability of a growing AI consultancy
1.

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