Vikings of the Wire: AI governance, engineered by 3K Infotek.
Vikings of the Wire helps organisations govern how people use AI. Our engineering team builds and runs the technology behind it.
Most organisations use AI. Almost none govern it.
When nobody owns the quality of AI use, the cost shows up as rework, inconsistent output and decisions nobody can defend. Vikings of the Wire calls the hidden cost of low-quality collaboration "workslop", and builds the oversight to reduce it.
Rework nobody measures
Time lost correcting and redoing AI-generated work.
Shadow AI
AI tools in daily use without anyone knowing how, or to what standard.
No evidence of oversight
Leaders can't show that governance is active, only that a policy exists.
How Vikings of the Wire approaches it
Three ideas sit at the centre of the work. The full detail lives on the Vikings site.
Fidelity Collaboration Steward
A designated person in your organisation, trained and accountable for the quality of human and AI collaboration across their team.
FCP scoring
A simple graded assessment of collaboration quality across five dimensions, tracked over time to show where effort is being lost.
Structured handovers
A way of passing context between AI sessions cleanly, so work continues without re-explaining or drifting.
The engineering behind it
3K Infotek leads the technical side of Vikings of the Wire, from infrastructure to code. It's also a live example of the kind of work we do for clients.
Cloud infrastructure on AWS
Hosting and infrastructure designed to be reliable, secure and easy to maintain.
Workflow automation with n8n
Automated workflows connecting tools, data and processes behind the scenes.
Shopify
Storefront setup and development for products and services sold online.
WordPress & custom plugins
Website builds and bespoke plugins where off-the-shelf options fall short.
Custom code & integrations
The glue code and APIs that make separate systems behave as one.
Dashboards & tooling
Operational views and tools that let teams see and manage what's happening.
Who it's for
Directors & boards
Leaders who need to show that AI oversight is real.
Professional firms
Practices where accuracy matters and AI errors carry real consequences.
Operations leaders
Teams who want a number for AI rework, not a feeling.
Businesses using agencies
Owners who want independent checks on what they're being told.
Try the free tools
Vikings of the Wire publishes open protocols and a calculator. They open on the Vikings site.
Free AI tools hub
Open protocols for keeping context and measuring collaboration quality.
Open →Workslop calculator
Estimate what AI rework may be costing your organisation.
Open →FCP protocol
A consistent way to score the quality of your AI collaboration.
Open →SACH handover
Carry context from one AI session to the next without losing ground.
Open →Governance or engineering, we can help.
Start with Vikings of the Wire for AI governance, or talk to us about building something like it.