Enterprise AI Advisory & Implementation
We provide enterprise AI advisory and adoption coaching. We help you audit problems, select tools, integrate with existing systems and AI models, and land AI into daily work through training and hands-on coaching. We do not push wholesale system replacement — we choose between keeping existing tools, integrating, adjusting workflows or bringing in partners.
Advisory first, adoption coaching alongside — we embed useful AI, not shelfware.
Scenarios we most commonly help with
If your company sees any of these, there is usually clear room to improve at the workflow and data layer.
AI Advisory & Implementation Scope
Process Interview & Discovery
Consultants interview field and management to map quotation, cost, customer and project workflows.
Workflow Digitalization
Progressively systematize and standardize quotation, cost, CRM, inventory and project workflows.
AI Assistants & Knowledge Base
Deploy internal AI assistants and knowledge bases so staff can query and decide faster.
Automation Integration
LINE, Google Workspace, APIs, n8n and workflow automation integrations.
Dashboards & Weekly Reports
Role-based dashboards and automated weekly reports for real-time management visibility.
Existing System & Workflow Improvement
Audit ERP, CRM, Excel and other tools, then decide whether to adjust workflows, add integrations or bring in partners — instead of unnecessary rebuilds.
Five stages — bringing AI into daily work, step by step
Each stage can stand alone or run as one engagement. We recommend starting with the interview and diagnostic to avoid over-committing up front.
Initial Interview
Understand the company, departments and current pain points; align on expected outcomes and scope.
Process Diagnostic
Audit data, workflows and existing tools; identify improvement and automation candidates.
Recommendation
Set priorities, tool selection and budget; deliver a phased adoption blueprint.
Small-Scale PoC
Validate feasibility with a single-department PoC; gather quantitative and qualitative feedback.
Adoption Coaching
Training, workflow tuning and continuous improvement so tools are actually used.
Each stage ends with a written recap that informs whether to continue — we never replace needs assessment with a fixed pre-interview price.
What you get at each stage
Initial enquiry
We learn your goals, current state and basic context, then agree the suitable next step and whether a formal process diagnosis is needed. This stage aligns direction; it is not a full diagnostic report.
Formal process diagnosis
Within the agreed engagement scope we document current workflows, an issue list, improvement priorities and adoption recommendations; the actual deliverables are confirmed before we start.
Small-scale validation / PoC
Before kickoff we confirm use cases, data sources, the build or integration scope, test cases and acceptance criteria; afterwards we summarise results and next-phase recommendations.
Ongoing adoption & advisory
Advisory meetings, training, adoption tracking and follow-up improvements are arranged per contract; sessions and scope follow what both sides agree.
For any chargeable diagnosis, site visit, advisory or build work, we set out the scope and fee first and proceed once both sides confirm.
Ready to start with AI?
Start with one workflow and one department — we help you diagnose, validate and deploy your own AI and automation capabilities.