Maliwan Savage
AI Automation Architect
UK AI Implementation Consultant
AI Consultant UK
UK-based AI implementation consultant helping teams design, build, and operationalise practical AI automation systems.
I help small businesses and delivery teams move from AI ideas to working systems: AI workflow automation, internal tools, LLM-powered apps, content automation, publishing workflows and API integrations that fit the way the business already operates.
AI Consulting That Moves Beyond Strategy
Useful AI consulting should show what to build, why it matters and how it will operate. I connect opportunity discovery with workflow mapping, automation architecture, prototype development, production deployment and team adoption.
- Opportunity discovery across real operating work, not abstract AI use cases.
- Workflow mapping that shows inputs, handoffs, blockers, review points and ownership.
- Automation architecture covering models, APIs, data, prompts, validation and human review.
- Prototype development that proves the working path before a wider build.
- Production deployment with logging, fallback paths, adoption support and measurable outcomes.
- Team adoption so the system fits the way people actually work.
AI Implementation Consultant
As an AI implementation consultant, I help turn repeated operational work into buildable systems with clear states, checks and handoffs.
- AI content workflows for briefs, drafts, rewrites, metadata and editorial review.
- Document-to-draft systems that turn structured source material into publishable CMS drafts.
- Translation automation with localisation rules, quality checks and market-specific routing.
- Image and creative production workflows with brand guardrails and review checkpoints.
- Internal AI tools for research, operations, approvals, reporting and repeated requests.
- API-connected automation and human-in-the-loop review flows for safer production use.
AI Solutions Consultant
Not every problem needs a chatbot. Some need better workflow automation, structured data, APIs, retrieval, model routing, dashboards or publishing integrations.
- Workflow automation for repeated handoffs and multi-step operating processes.
- Structured data pipelines where the hard part is extraction, mapping and validation.
- API integrations that connect AI output to WordPress, CMS, Slack, dashboards or internal tools.
- Retrieval and grounding when the model needs dependable business context.
- Model routing and prompt systems where different tasks need different AI behaviour.
- Dashboards and publishing integrations that make output reviewable and usable.
Builder support
Hire an AI Developer / AI Automation Builder
If you want to hire an AI developer, the useful question is not only which tools they know. It is whether they can turn a messy business process into a reliable operating flow. I build around the outcome first, then choose the right mix of Python, Next.js, APIs, LLMs, automation platforms, WordPress integrations, n8n-style workflows and data or content pipelines.
- Python and TypeScript/Next.js builds that move from prototype to practical internal tool.
- LLM integrations, API orchestration, prompt contracts, validation gates and retry logic.
- Automation platform design, including n8n-style workflows and clear operator handoffs.
- WordPress integrations, CMS publishing flows, data pipelines and content operations tooling.
AI Implementation Services
Practical services for AI automation, internal tools and production workflows.
AI Workflow Automation
Map repeated work, remove avoidable handoffs and build AI workflow automation that supports daily delivery.
AI Content & Publishing Automation
Create safer content automation for briefs, drafts, translation, metadata, review and CMS publishing.
AI Tool and App Development
Design and build AI app development projects, internal tools, dashboards and LLM-powered interfaces.
LLM Integration and Prompt Systems
Connect models, retrieval, prompts, structured outputs, checks and fallback logic around real business tasks.
AI Strategy to Implementation
Turn AI strategy into working prototypes, implementation plans, deployments and measurable operating improvements.
Internal AI Adoption and Governance
Help teams use AI tools for business with clear ownership, review, documentation and practical governance.
Ready to scope a practical build?
Tell me the workflow you want to make faster, clearer or easier to operate.
A short enquiry is enough. Share the process, the bottleneck and the outcome you want, and I will respond with the most sensible first step.
Who This Is For
Why Work With Me
- Hands-on AI automation experience across content, SEO, editorial and publishing operations.
- Ability to translate business problems into working systems, not just recommendations.
- Strong fit for internal AI tools, custom AI automation and production-minded workflows.
- Implementation mindset shaped by operational leadership, delivery pressure and measurable outcomes.
- UK-based, with experience working across global teams and distributed delivery environments.
Example Use Cases
AI systems for the work teams already repeat every week.
Translation and localisation workflows with market rules and review gates.
AI-assisted publishing systems for briefs, drafts, metadata and CMS routing.
Document-to-draft automation for repeatable source-to-publish workflows.
Internal tools for research, approvals, reporting and operational requests.
Image and creative production workflows with brand checks and human review.
WordPress and CMS integrations for safer publishing handoffs.
Dashboards, directories and structured data tools for repeated business workflows.
Human-in-the-loop review systems where speed still needs accountability.
FAQ
Common questions about AI consulting and implementation.
What does an AI consultant do?
An AI consultant helps a business find where AI can improve real work, then designs the workflow, tools, data, prompts, integrations and review steps needed to make it useful. My focus is practical implementation, so the outcome is a working system rather than advice that stays in a deck.
What is the difference between an AI consultant and an AI implementation consultant?
An AI consultant may focus on strategy, opportunities and tool selection. An AI implementation consultant goes further into workflow design, prototypes, integrations, validation, deployment and adoption, so the business can use the system in day-to-day operations.
Can you help build AI tools, not just advise?
Yes. I can help with hands-on builds where the scope fits, including internal AI tools, workflow automation, LLM integrations, API orchestration, WordPress and CMS workflows, dashboards, content pipelines and review systems.
Do you work with UK businesses?
Yes. I am UK-based and work well with UK businesses, agencies, founders and delivery teams. I can also support global remote teams when the workflow, ownership and delivery process are clear.
Can you connect AI tools with our existing systems?
Yes, where the systems have suitable access or APIs. Typical work can include connecting AI outputs to WordPress, CMS platforms, Slack, spreadsheets, databases, dashboards, automation tools or internal applications, with checks and human approval where needed.
Can you help with AI automation for content and publishing teams?
Yes. Much of my experience sits in content, SEO, editorial and publishing operations. Typical systems include AI-assisted briefs, document-to-draft workflows, translation automation, metadata generation, CMS routing and human review flows.
How much does it cost to hire an AI consultant in the UK?
Cost depends on the scope, the systems involved, the level of risk and whether you need strategy, a prototype, a production build or ongoing support. The sensible first step is usually a scoped workflow review or pilot, so the work is tied to a clear business problem before a larger investment.
Can you help us choose the right AI models and tools?
Yes. I can help compare model options, automation platforms and build approaches against the actual workflow. The decision should consider output quality, cost, speed, privacy, integration needs, maintainability and where human review is still required.
Start with the workflow that is costing the most time.
Bring one process you know is too manual, too slow or too inconsistent. I can help map what is happening, decide whether AI should be involved and design the smallest useful build that proves value.