The situation
Building one site per advisor by hand does not scale, and static sites go stale the day a property sells. The network needed hundreds of sites that never fall out of date.
Automation · Websites
A personal website for every advisor, without a developer
Each advisor in the network needed a personal site that stays in sync with their listings. We built a factory: the advisor's record is written once, and a page is rendered for them on every visit from shared templates.
Illustration
Automation · Websites
- Advisor record
- Generate the copy
- Store at the edge
- Render on request
- Always current
What changed
A generator writes each advisor's record; an edge worker renders the page on request from four templates with a closed set of placeholders. A template change reaches every site at once, and a sold listing disappears without anyone redeploying anything.
How it works
5 steps, end to end
- 01
Advisor record
The platform sends the advisor's profile and listings.
- 02
Generate the copy
A language model writes the advisor's page text from the record.
- 03
Store at the edge
The record is saved in a global key-value store.
- 04
Render on request
A worker fills one of four templates through a closed placeholder contract.
- 05
Always current
Template changes and sold listings take effect on the next visit.
Where the AI stops
The model writes. The code decides.
The model
- Writes each advisor's page text
The code
- Fills only the placeholders the template defines
- Renders every page at the edge on each visit
- Removes sold listings without a redeploy
By the numbers
Counts read in the code we shipped. No invented results.
- 4
- templates for every site
- 0
- redeploys to update a site
- 1
- record per advisor
Built with
- Edge workers (Cloudflare)
- Key-value store
- LLM copywriting
- Template engine
Built for
The client behind it
Real estateSaafkaA network of real-estate advisors: buy, sell, rent and appraise anywhere in Morocco.Read the client storyMore use cases
All use cases
- AI agentsA legal assistant that cites the law, or says it doesn't knowA legal assistant that only answers from the law it retrieved, and checks every article it cites.SAAFKA
- Voice AIA sales trainer that picks up the phoneTrainees phone a realistic AI property owner, then get a scored debrief with one action to work on.ConciergElite
- AI agentsA coach that reads the playbook so advisors don't have toA coaching agent that retrieves only the right sections of a large knowledge base, and keeps internal names out of its answers.SAAFKA
Contact
let's talk about your project
- Where we areMorocco, working worldwide
- Writehello@kaishift.com
- LanguagesFrench, Arabic, English
Write to usWe answer the same working day.