Standardise the Brief
Structured briefs from agent handoffs, validated on arrival. Two weeks to the format.
Grapes Worldwide's Content agent turns grounded briefs into first drafts in our tuned formats and voice, with sources attached, and named writers own the final cut of every page.
Scale Content Without Losing the VoiceSearch engines love us. More importantly, so do clients. From industry leaders to ambitious challengers, we make sure they reach the right audience. For us, SEO isn’t just rankings, it’s real impact.
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Content at volume usually breaks on the same rocks: blank pages, generic drafts, and weeks lost between brief and publish. Our Content agent clears the runway. It builds briefs from the Keyword and Topic agents' structured handoffs, assembles research from governed sources, and produces first drafts in our tuned formats and voice with citations attached. Named writers and editors then do what machines cannot: own the craft and the final cut.
Briefs assembled from agent handoffs: intent, structure, proof points, and target outcomes, validated before drafting starts.
Evidence packs gathered from governed sources before a word is written, so drafts argue from facts, not vibes.
Drafts produced in the formats and voice our models were tuned on, from pillar guides to product copy, ready for human craft.
Drafts scored against the codified voice before they reach a writer, so generic AI prose never reaches your editor.
Titles, headings, metadata, and internal links assembled to the brief's targets, so drafts arrive technically ready, not just written.
Audience, funnel, and channel variants generated from the approved master, with lineage that survives the hundredth revision.
Every draft passes our QA checklist agents before human review, arriving with issues pre-flagged and sources linked.
Published performance flows back into briefs and tuning, so next month's drafts start from what worked, not from zero.
Five stages, one goal: more shipping, on voice, with humans owning the craft. Running for content teams across five countries.
Structured briefs from agent handoffs, validated on arrival. Two weeks to the format.
Research gathered from governed sources, claims paired with citations.
Tuned first drafts produced per format and intent, scored before handover.
Checklist agents pre-flag issues; named writers and editors own the final cut.
Performance and corrections flow back into briefs, templates, and tuning.
The Content agent runs sub-agents across the drafting workflow: brief validators stop incomplete work, research agents refuse to draft without sources, voice scorers reject generic prose, and feedback agents convert published performance into tuning signal. At Grapes, every agent workflow ends at a human desk, where named writers own the final cut of everything that ships.
Agents verify every brief is complete and evidenced before drafting begins.
Strategists resolve gaps agents flag.
Agents assemble sourced evidence packs for every draft.
Editors approve sources for sensitive claims.
Agents produce tuned first drafts and structured variants per format.
Writers own the final cut of every piece.
Agents score drafts against the codified voice before handover.
Editors calibrate the scoring bar.
Agents run on-page and QA rules on every draft pre-review.
A named QA lead signs off or blocks.
Agents extract winner patterns from performance data monthly.
Your strategist approves template updates.
What changes for you
AI multiplies our output. It never replaces our judgment.
The questions CXOs ask us before signing, answered straight.
It turns structured briefs into grounded first drafts: research assembled from governed sources, drafts generated in our tuned formats and voice, on-page essentials assembled, and QA checklists run before a human ever sees the piece. Writers and editors then apply craft and judgement, and own the final cut of everything that ships.
Agents produce first drafts; humans produce the content. The drafting layer removes blank pages, research grind, and consistency edits, while craft, argument, and the decision to publish stay with named writers and editors, the way a PM reviews before anything reaches you.
The models behind the agent are tuned on our deliverable corpus, and every draft is scored against the codified voice traits, structure adherence, and terminology before handover. Drafts that read generic get rejected at the gate, not discovered at the client.
Governed sources: your knowledge base, our SOPs and deliverable library, and approved external references, assembled into evidence packs with claims paired to citations. Nothing drafts from unconstrained internet trawls, which is why the output argues from facts.
Through the same gates at every volume: grounded research, tuned drafting, voice scoring, and QA checklists run per piece, full population. Volume changes the queue length, not the bar, which is the opposite of what happens when volume is absorbed by tired humans alone.
Yes: audience, funnel-stage, and channel variants generated from an approved master, with lineage tracked so the hundredth revision still knows its parent. Superseded variants retire cleanly instead of haunting the CMS.
Because we are a content business before an AI business: 5 times online sales for Siyaram's and 145% organic view growth were produced by teams who now run these agents across five offices, with humans owning everything that ships.