Ideas and advice for busy parents
How to manage school communication, family calendars, and the invisible admin that comes with raising children in the UK.
The UK school calendar problem: why September feels like starting over
Every September, parents relearn the same hard lesson: the school year does not start when you think it does. Inset days, staggered starts, and last-minute date changes mean the family calendar is already out of date before the first bell rings.
What happens to your data when you forward a school email
A plain-language explanation of how Molo processes forwarded emails, what we keep, and what we discard immediately after extraction.
How to set up a shared family calendar in five minutes
Step-by-step guide to connecting Google Calendar, Apple Calendar, or Outlook so every school and clinic event lands in a calendar everyone can see.
How we parse unstructured text: the technology behind Molo's extraction
An honest look at the document understanding pipeline that reads school newsletters, PDFs, and image-based notices and turns them into calendar entries.
School communication in another language: how Molo helps multilingual families
For families where English is not the first language at home, school admin is doubly hard. Here is how automatic extraction levels the playing field.
Term dates, inset days, and parents evenings: how to plan the whole school year
The annual planning exercise that working parents dread and why extracting everything into a shared calendar on the first newsletter of the year changes everything.
Working parents do not need more apps. They need asynchronous scheduling.
The problem with family organisation apps is that they require you to remember to open them. The only tool that works for busy parents is one that updates itself.
From NHS appointment letter to calendar entry in 30 seconds
NHS appointment letters arrive as email PDFs or printed post. Here is how Molo reads both and gets the date into your calendar before you have finished reading the letter.
The shared family calendar that stays updated without anyone maintaining it
Most shared calendars stop working because keeping them updated falls to one person. Here is how to build one that updates itself from the emails that already arrive.
The three types of school notice that every parent misses
Permission slips as PDF attachments. Events buried on page three of a newsletter. Reminder emails arriving before 7am. These are the formats that consistently fall through the cracks.
How AI reads your email attachments so you do not have to
A practical explainer on how language models process PDF attachments and image-based documents to extract dates, times, and event names from school communication.
Why school newsletters are the hidden source of family calendar chaos
School newsletters are sent to inform. But they are formatted to tell, not to schedule. The gap between those two things is where dates get lost.