The bottleneck
Writing content takes time, and time is exactly what nobody has. The blog sits still for months because something more urgent always comes up. A new catalogue means someone copying specs out of datasheets, supplier catalogues and PDFs, record by record, into the same structure. It's repetitive, error-prone and never-ending. And it doesn't scale: five records is fine, five thousand isn't.
How AI solves it
- Blog drafts ready every week: Monday morning a draft sits in your CMS, written in your tone of voice, based on your content calendar and recent projects. Your marketeer reviews, sharpens and publishes. Fifteen minutes of human time per post instead of half a day.
- Product records filled in automatically: point the AI at your datasheets, catalogues and PDFs once. From then on, every new product code gets its technical specs filled in automatically and consistently. No more copy-paste.
- Always on your own sources: the text isn't invented from thin air, it starts from your documents and data. That keeps the facts right and the style consistent, even across thousands of records.
5000 product descriptions, no problem
The beauty of this approach is that scale stops being a brake. Whether you need five records or five thousand, the system follows the same pattern and delivers the same quality. The difference with a person doing copy-paste is that the AI doesn't get tired and doesn't drift into inconsistency at record three hundred. One thing stays essential: a human guards the quality, because a language model can produce convincing-sounding nonsense, a so-called hallucination. By keeping the AI strictly on your own sources and building in a review step, you keep that in check. How we tackle 5000 product descriptions in practice is in our blog 5000+ product descriptions please.
Systems involved
- Your CMS or webshop where the copy and records land
- Your ERP or PIM with the product codes and master data
- A vector store with your datasheets, catalogues and past content
- A language model that writes in your tone of voice
- A review step where your people read and approve
What it delivers
- A steady publishing cadence with no blog stuck in the queue
- New products online in seconds, not hours of retyping
- Consistent copy across hundreds or thousands of records
- Your people doing the work that matters: reviewing, sharpening, deciding
- Volume that grows with your catalogue, without extra hands
Where the input for your content comes from
The next blog post or FAQ entry doesn't have to come from a marketing brainstorm. Two sources directly supply what your site needs:
- Sales conversations: the questions, objections and words your prospects actually use. What comes up again and again in a sales call belongs on your site, and in your knowledge base too so the AI customer service can pick it up later.
- Customer questions via email, phone or chat: reveal where your site falls short today. Recurring questions, missing info, terminology that doesn't match your pages: they are direct signals for what your FAQ, knowledge base or blog still needs.
Related services
- AI: the models that write in your tone of voice and understand your sources.
- Custom apps: the app that populates records and drops drafts into your CMS.
Related terms
- Embeddings: make your sources searchable by meaning, so the AI finds the right specs.
- AI hallucination: why a review step and your own sources stay necessary.
