AI Readiness & Consultancy
Assess your readiness across data, platform, and governance, then get a prioritized roadmap.
Eliminate Guesswork
The Cost of Finding Out the Hard Way
Most AI initiatives don't fail because the technology doesn't work. They fail because the organization wasn't ready for it.
The data is messy. Governance is unclear. Editorial teams haven't been trained. The platform can't support what was promised in the deck.
By the time leadership finds out, budget is spent and the pilot is quietly shelved. We help you find out before that happens.

From Assisted to Agentic
01
AI-Assisted
AI accelerates manual tasks. Humans initiate, review, approve.
02
AI-Enabled
AI embedded in workflows. Content, search, and personalization run with AI by default.
03
AI-Governed
AI outputs governed by policy. Audit trails, model selection, and approval gates enforced.
04
Agentic
AI agents orchestrate multi-step operations across systems via MCP. Humans govern outcomes.
What We Assess
Helping you create benchmarks so results compare across competitors and against your own baseline.
Data
- Content structure: Whether your content is tagged and modeled well enough for AI to use.
- Data rights: What can legally be sent to a model, and under which retention and residency limits.
- Source quality: Whether the systems feeding AI hold current, accurate, deduplicated content.
Platform
- AI connectivity: How readily your platform connects to AI tools, agents, and APIs.
- Platform health: The performance, security, and maintenance foundation AI features depend on.
- Workflow fit: Where a model would sit in your publishing process without breaking it.
Governance
- Policy and guardrails: The permissions and controls that keep AI use safe and compliant.
- Audit trail: Whether model selection, prompts, and approvals are logged and traceable.
- Accountability: Who owns AI output when it is wrong, and how it gets corrected.
- Compliance obligations: The accessibility and regulatory standards AI output still has to meet.
What You Receive
Upgraded Capabilities
"Vardot is flexible and helps us achieve the results we want within our small budgets."