AVEC Global — AI Safety & Enablement

AI is already inside your organisation. The question is whether you govern it — or it governs you.

Shadow AI is leaking corporate data. Production PII flows into unmonitored prompts. Point solutions create vendor lock-in. There is a better way.

AI GovernanceData ProtectionIntelligent Automation
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The Challenge

Why most organisations get AI wrong

The longer ungoverned adoption continues, the harder and more expensive remediation becomes.

Shadow AI is already here

Staff are using AI tools on personal accounts — corporate data is leaving your organisation unmonitored.

No data safety by design

Production data flows directly into AI prompts. PII, financial data, and IP are exposed with no masking or audit trail.

Vendor lock-in risk

Point solutions from individual providers create proprietary dependencies that are costly and disruptive to unwind.

No governance or spend control

Without a central gateway, there is no visibility on who is using what, how much it costs, or what data is exposed.

The Solution

The Two-Plane Model

Govern everything. Innovate safely. Scale with confidence.

Control Plane

Govern all AI traffic from a single point — always.

  • Single AI gateway — no shadow AI, no exceptions
  • Per-user identity, spend tracking, budget caps
  • Data protection and guardrails on every request
  • Multi-provider routing — switch without rewriting
  • Full observability: cost allocation, anomaly detection
Safe Innovation Plane

Experiment and build without production data risk.

  • Sandboxed playground for safe experimentation
  • Synthetic data factory — compliant by design
  • Knowledge base trained on your documents
  • Agent & automation layer for real workflows
  • Change management and adoption programmes

Production data never enters the Safe Innovation Plane. The Control Plane governs all traffic in both directions.

Product Catalogue

Modular by design

Buy what you need, when you need it. Each module maps to the Two-Plane Model. Start where it matters most, expand as you scale.

01

AI Governance & Control

The foundation — govern all AI traffic from a single point.

  • Single governed entry point for all AI traffic
  • Identity integration with per-user access controls
  • Multi-provider routing — no vendor lock-in
  • Spend tracking, budget caps, full audit trail
  • PII redaction, policy enforcement, injection screening
  • Usage analytics and anomaly detection
02

AI Playground & Experimentation

Sandboxed innovation — experiment without production risk.

  • Sandboxed environment with notebooks and chat
  • Agent testing in controlled environments
  • Experiment tracking across models and prompts
  • Prompt management as corporate IP
  • Only approved datasets — never raw production data
  • Self-service onboarding for new teams
03

Knowledge Base & Intelligent Search

Make AI smart about your business — not just the internet.

  • Document ingestion from all enterprise sources
  • AI trained on your documents and knowledge
  • Semantic search across corporate knowledge
  • Knowledge graph mapping for linked insights
  • Automated re-indexing and freshness management
  • Retrieval logging for audit and quality
04

Data Protection & Compliance

GDPR, HIPAA, Privacy Act compliant AI development by design.

  • Synthetic data preserving statistical properties
  • Data masking, tokenisation, pseudonymisation
  • Certification gate with leakage detection
  • Versioned data products with access controls
  • Regulatory mapping across jurisdictions
  • Searchable registry of approved datasets
05

Intelligent Automation

Move from chat to action — agents that execute real work.

  • Workflow automation with AI-powered nodes
  • Custom agent design for priority use cases
  • Human-in-the-loop approval workflows
  • Agent observability and performance monitoring
  • Every agent has identity, scoped access, human owner
  • All agent traffic governed via Control Plane
06

Change Management & Adoption

Technology without adoption is just cost.

  • AI readiness assessment and maturity benchmarking
  • Executive briefings and role-specific training
  • Prompt engineering workshops for teams
  • AI champions programme per department
  • Governance framework and acceptable use policy
  • Adoption metrics dashboard — usage, satisfaction, ROI

Adoption Path

Start safe. Build momentum. Scale with confidence.

A phased approach — each phase builds on the last. Most clients begin with governance and change management.

1
Phase 1

Govern

Weeks 1–6

Deploy governance and control. Establish policies, train the first cohort. Staff get safe AI access on day one. All traffic governed from the start.

2
Phase 2

Experiment

Weeks 4–10

Stand up the AI Playground. Teams can safely experiment with models, prompts, and agents in a sandboxed environment.

3
Phase 3

Know

Weeks 6–14

Build your knowledge base and deploy data protection. AI starts answering questions about your business using safe, governed data.

4
Phase 4

Automate

Weeks 10–22

Deploy agents for high-value workflows. Move from "ask AI" to "AI does the work." All agent traffic governed via the Control Plane.

Guiding Principles

How we operate

✓

Single Gateway, Always

All AI traffic routes through one governed entry point. No shadow AI, no exceptions.

✓

Synthetic Data by Default

Real data is the exception, not the rule. Privacy-safe data is the default for all AI development.

✓

Open API Standard

Every integration uses an open, compatible format. Switch providers without rewriting code.

✓

Prompts Are Corporate Assets

Managed centrally, version-controlled, reusable. Not on someone's laptop.

✓

Agent Accountability

Every AI agent has an identity, scoped access, logged actions, and a human owner.

✓

Safe Speed

Lightweight guardrails that enable, not restrict. Move fast without creating cleanup debt.

What Happens Next

A structured, low-commitment path to governed AI in production.

1

Discovery Workshop

2-hour session to map your current AI landscape and priority use cases.

2

Architecture Review

Assess existing infrastructure and classify data sensitivity requirements.

3

Scoped Proposal

Fixed-price engagement for your chosen modules. No open-ended retainers.

4

Pilot in 4 Weeks

Deploy governance to a controlled user group. Governed AI access from day one.

Battle-tested in our own production environmentModular — pay only for what you deployGoverned from day one — no cleanup debtRegulatory compliant by design
Contact Us — aisafety@avecglobal.com.au →