Not a policy deck.
Every engagement produces operating artifacts a team can use the next day.
Governed AI Workflows
Turn random AI usage into governed GTM workflows.
Governed GTM Workflows for sales, marketing, and RevOps. AI Agent Skills Governance for the security lane. Public Skill Libraries give teams inspectable examples. The Company-Specific Skill Library Manual adapts one library to your tools, sources, approvals, and team language.
Free PDF first. Manual when one workflow matters. No vague transformation deck, no unmanaged automation, no compliance-certification theater.
Not AI hype.
Workflow controls come before tool recommendations.
Not unmanaged automation.
Actions, approvals, and recovery paths stay visible before AI gets more authority.
Short answer
What does VibeSec help GTM teams do?
VibeSec helps GTM teams turn repeated AI-assisted work into governed workflows with named owners, data boundaries, review gates, reusable skills, and measurement.
Browse the Skill LibraryLatest field notes
Practical notes on AI workflows, guardrails, and security for teams using AI at work.
Essays, checklists, and operating notes for teams moving from random AI usage to measurable, governed work.
GTM AI Workflows
How to Build a GTM Skill Library From One Repeated Workflow
A GTM Skill Library starts with one repeated workflow, one approved input set, one reviewable artifact, one approval gate, and one local metric. Not a prompt dump.
Read field noteAI Governance
When AI Should Ask Clarifying Questions
Telling AI to always ask clarifying questions sounds careful, but it often adds drag. The better rule is to ask only when the answer would materially change the work or reduce meaningful risk.
Read field noteAI Governance
What Belongs in an AI Approval Gate
An AI approval gate is the named control that decides which AI-generated actions leave the building. It has six building blocks, a conservative default decision, and a log entry every time it fires.
Read field noteThe problem
AI adoption without workflow design creates invisible risk.
People are using copilots, agents, and MCP-connected tools inside live business processes. The question is no longer whether AI is being used. The question is whether the workflow has a baseline, reusable skills, permissions, review points, and a measurement loop.
Workflow first
Start with the process, owner, inputs, approvals, and failure modes before tools.
Business metrics first
Every advisory path starts with the current metric and 90-day target.
Guardrails by design
Human checkpoints, data boundaries, action limits, escalation, and security are mapped together.
Insured advisory practice
Professional liability and cyber coverage, with proof available on request.
Start here
Starter Kit first. Manual when one workflow matters.
The public front door is the free FORGE AI Workflow Starter Kit and the VibeSec Advisory Skill Library. The paid bridge is the Company-Specific Skill Library Manual for teams that need one public workflow library adapted to their tools, data, approvals, and guardrails.
Free first step
FreeFORGE AI Workflow Starter Kit
Download the static PDF with the exact artifacts needed to make one AI-assisted process reviewable.
- Workflow map for one repeated process
- Reusable Skill template
- Guardrails and source-trust checklist
Operating artifacts
FreePublic Skill Library
Browse reusable AI workflow skills, guardrails, examples, and implementation patterns that show how governed work should be captured.
- Reusable procedures
- Review gates
- Data boundaries
Paid bridge
$1,000Company-Specific Skill Library Manual
- One public skill library adapted to your operating context
- Tool, connector, channel, and data-source map
- 3 to 5 adapted Skills with review gates
- Guardrails, escalation rules, and eval checklist
FORGE
A six-pillar model for agent-ready work.
FORGE turns a real process into a governed workflow with a current-state metric, captured skills, controlled agent actions, review checkpoints, schedule rules, and a capture loop.
FORGE pillar
Baseline
Current workflow, owner, source system, pain point, and target metric.
FORGE pillar
Skills
Reusable instructions that capture how expert work should be done and reviewed.
FORGE pillar
Agents
Automation only where the tool boundary, action limit, and recovery path are known.
FORGE pillar
Guardrails
Data boundaries, approval gates, escalation rules, and security controls.
FORGE pillar
Schedule
Triggers, cadence, dependencies, and failure handling for repeatable work.
FORGE pillar
Capture
Evidence, lessons, regression checks, and the next measurable improvement.
How we work
Less strategy theater. More usable operating artifacts.
Capture
The Starter Kit gives teams a workflow map, Skill template, and guardrails checklist before custom advisory work.
Map
The intake and async review force the process into concrete steps, owners, tools, review points, and failure modes.
Contain
Guardrails are designed as blast-radius controls, not vague policy language.
Measure
Every recommendation ties back to a business metric and a 90-day target.
Ready to make one workflow governable?
Start with the free FORGE AI Workflow Starter Kit. It gives you a workflow map, Skill template, and guardrails checklist for one process.