The Challenge
Most organisations talk about AI. Few embed it.
Three patterns keep AI initiatives stuck at the pilot stage.
Ad Hoc Adoption
Tools land in silos. No shared standards, no governance, no security controls.
No Measurement
Pilots run, then stall. Without metrics, value is invisible to leadership.
People Left Behind
Training is an afterthought. Staff revert to old habits within weeks.
Our Approach
The GEM Blueprint (Techshin Partners)
Created by Techshin Partners and applied at Spacer Technologies: A structured, repeatable methodology that transforms AI from experiment to core competency.
Governance
Set the rules before you build.
Enablement
Empower every level of the org.
Measurement
Track what matters and iterate.
Unified Platform
All 60+ global staff onboarded to Claude Cowork — one ecosystem, no shadow AI tools.
Regulatory Mapping
Guardrails aligned to PCI, SOC2 and GDPR across US, Canadian and Australian operations.
Clear Ownership
CEO as project owner, with sub-delegations to CTO, Strategic Advisor and SOP leads.
Risk & Escalation
Risk framework mapped. Any user can be immediately suspended by superusers in the event of a breach.
Free experimentation
Staff experimented freely. Hackathons and show-and-tell sessions let people discover use cases in their own workflows — devs teaching non-devs to vibe code.
Workflow documentation
Department heads documented existing workflows, identified repetitive 'thin work' for automation, and pinpointed decision points that require human judgement.
Classify & integrate
Leaders mapped MCP integrations (Asana, HubSpot, Slack, Jira) and classified each workflow: Automate, Augment, or Agentic.
Real-World Examples
Three modes of AI in action
Each workflow classified into one of three modes — and shipped into production.
Security QA & Penetration Testing
AI ran automated penetration tests across the platform. Minor vulnerabilities were detected, escalated to the risk register, and remediated — with zero manual triage overhead.
Multi-entity Financial Consolidation
Financials across US, Canadian and Australian jurisdictions in 6 Xero entities are automatically consolidated into a single set of accounts for management and board reports. Month-end reconciliation — previously 7 working days — is now automated.
Customer Service Monitoring Loop
Trustpilot reviews trigger automated responses and call-to-action workflows. Customer calls are recorded, monitored, and scored via a training platform — with AI-generated coaching feedback on every interaction.
Measurement
Results that speak for themselves
✓ AI capability is now a core competency — not an afterthought or a gimmick.
✓ All development stages integrated: Plan → Dev → Test → Review.
✓ API endpoints complete across all mobile platforms.
✓ Finance headcount reduced by 2 FTE through workflow automation.