Service · ContentOps

ContentOps Autonomy — Editorial teams that ship 3x faster.

Brief-to-draft AI agents with HITL gates, integrated with your CMS. Built for marketing agencies, news media, and in-house editorial teams.

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3-day AI Audit · €900 Starter or €3,500 Opportunity · Fixed-price

Sound familiar?

Your editorial team is not slow. The pipeline is.

The brief-to-published cycle takes 3-5 days for a single article. Writers spend Tuesday morning in Notion, Tuesday afternoon in Google Docs, and Wednesday morning in Slack chasing feedback. The actual writing is 2 hours of a 3-day loop.

QA gates are manual: a senior editor reads every draft for tone, fact accuracy, SEO compliance, and brand voice. At 8-12 articles per week with 3 FTE, that editor spends 40% of their time as a bottleneck, not a strategist. Add multi-locale requirements and the workload multiplies by the number of languages.

The result: an editorial team producing 8-12 articles per week with 3 FTE, when the same team with the right pipeline delivers 30-40 articles per week. The constraint is not talent. It is the toolchain.

The Reframe

AI agents that draft. Humans that decide. Your CMS that ships.

Brief-to-draft agent

Feed a brief, get a publication-ready draft in your brand voice. The agent applies your style guide, keyword targets, and structure template. First draft in under 20 minutes.

HITL gates

Editor approves at two checkpoints: outline and final draft. Every stage is editable. The human decides what ships. No rogue AI content reaches readers.

CMS integration

Publish to Payload, WordPress, Webflow, or any CMS with an API in one click. Draft appears in your CMS, complete with metadata, slug, and featured image slot.

We use Claude Sonnet for drafting and brand-voice fine-tuning. Your data stays in EU. No third-party AI vendor sees your unpublished content.

How it works

Audit to steady state in 4 weeks.

  1. 01
    Week 1

    Brand voice discovery and CMS audit

    We document your brand voice rubric, map your existing CMS setup, and scope the agent precisely to your content types and approval chain.

  2. 02
    Week 2

    Build brief-to-draft agent and HITL UI

    The agent is built and tested on 10 real briefs from your archive. The HITL review interface goes into your editor's browser. You approve or reject with tracked rationale.

  3. 03
    Week 3

    CMS integration and multi-locale pipeline

    We wire the agent output to your CMS. If you publish in multiple languages, the locale pipeline runs translation-plus-adaptation, not literal translation.

  4. 04
    Week 4

    Editor training, handover, and 30-day support

    Your editorial team runs a full production week on the new pipeline. We monitor output quality, fix edge cases, and hand over documented runbooks. Thirty days of async support included.

Pricing

Transparent pricing. Scoped by your audit.

Entry
€900 · 3-day AI Audit
One-time setup
€2.000 - €5.000 (CMS complexity and locales)
Monthly retainer
€4.000 - €8.000 per month (article volume and agent updates)
Included
Agent code ownership · brand-voice fine-tuning · monthly performance review · runbooks
AI API costs
Passed through at cost — no markup

Exact scope is set by your AI Audit. The audit gives you a fixed number before you commit to setup.

Get a fixed quote — start with €900 AI Audit
Real result

1.000.000 legal documents processed. 20.000 AI queries answered per month.

Tax-Fin-Lex · Slovenia

Tax-Fin-Lex is a Slovenian legal and tax SaaS platform serving accounting firms and tax advisors. Their team was manually curating a knowledge base of legal documents, tax rulings, and regulatory updates. Volume: hundreds of new documents per month, each requiring classification, tagging, and summary.

We built a document ingestion pipeline that reads new documents from monitored sources, extracts structured metadata, generates summaries in plain legal-professional language, and routes edge cases to a human reviewer. The AI answers 20.000 queries per month. Reviewers handle the 3% the model flags as uncertain.

Result: the knowledge base now covers 1.000.000+ documents. The editorial team that previously spent 60% of their time on manual intake now spends 15% on review and 85% on product strategy. The system runs on EU infrastructure. No document leaves Slovenian jurisdiction.

Read full case study →
FAQ

Common questions

  • No. Editors approve every piece before it publishes. The agent handles first-pass writing so your editors can focus on strategy, judgment calls, and quality direction rather than mechanical drafting.

  • Payload, WordPress, Webflow, and any CMS with a REST or GraphQL API. We confirm compatibility during the audit. Custom integrations are part of the setup scope.

  • We build a brand voice rubric from your best-performing content and run it as a system prompt constraint. Editors score drafts at the outline stage, and those scores feed back into the fine-tuning over time.

  • GEO and traditional SEO are baked into the agent output. Keyword placement, heading structure, schema markup, and locale-specific search intent are all part of the first-draft pass, not a separate checklist.

  • Yes. The multi-locale pipeline translates and adapts per locale, applying local idiom, search intent, and cultural context. It is not a literal translation of the EN master.

  • EU-only. Hetzner infrastructure in Germany and Finland. No US data transfers. No third-party AI vendor receives your unpublished drafts.

  • The agent code belongs to you. The CMS integration is a thin adapter layer. Porting to a new CMS is a scoped week of work, not a rebuild.

  • Yes. The €900 AI Starter Audit runs the agent on 5 real briefs from your backlog and delivers a scoped recommendation. You see the output quality before committing to setup.

Start AI Audit

Fixed price. No lock-in. EU hosting. Code you own.

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