How WFK runs: one platform, agent-amplified.
This studio doesn't just talk about AI oversight architecture — it runs on it. The site you're reading, the CRM behind it, the inbox, the planning boards and the email engine are one system, designed and built by WFK, with AI agents operating inside human approval gates. This page is the case study. The platform is the evidence.
One platform runs the whole studio — and no AI action goes out unlogged or without a human’s yes.
An enquiry never gets copy-pasted into a CRM.
When the intake form on this site is submitted, the platform does the admin in one motion — no human transcription, no leads lost in an inbox.
- The submission becomes a tracked enquiry with a status workflow
- The enquirer becomes a CRM contact — matched by email, never duplicated
- An acknowledgement email goes out immediately
- The AI triage agent reads it and drafts a verdict — before a human has even seen it
The agent proposes. A human approves. Always.
The triage agent scores every enquiry against the studio’s fit criteria and writes the reply it would send — then files it as a proposal with its reasoning attached. Nothing reaches a prospect until a human reads the reasoning and clicks approve. Every decision is stamped: who, when, what.
- Plan visibility — the agent’s reasoning is recorded, not just its output
- Approval gates — outbound communication is human-gated by architecture, not policy
- Audit trail — proposals, decisions and deciders are permanent records
- The same five lenses the audit applies to client products, applied to our own ops
An AI assistant runs the business. It still can’t send an email.
The platform exposes its operations to AI assistants over MCP — pipeline, inbox, contacts, boards, agents. The one capability deliberately missing from that interface: approval. An assistant can read everything, move work, draft anything, and propose — but sign-off lives behind a human login.
- “What’s in the pipeline?” — answered from live deal data
- “Triage the new enquiries” — proposals created, queued for human review
- “Move the article task to done” — boards operated conversationally
- No approve verb exists in the interface. That asymmetry is the design.
The same system, tailored to your business
Everything described here is one replicable platform: a content engine where new marketing pages are composed, not coded; a CRM and inbox shaped to how the business actually sells; boards for the work; email without a third-party ESP; and an AI layer that works inside approval gates. Each instance runs on its own database and its own keys — tailored to a business, owned by that business.
Want this thinking applied to your product?
The audit is where every engagement starts. Fixed scope, ten days.