we enable ai agents to learn, remember and run errands

the businesses and individuals we have worked with: Bamboo Blossom, Courtmate, SkillMzanzi, Future in Africa, SATDWU, T&W, Iisuba, Bread Africa.

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MANAGER: We need someone who can rethink how this business works.
What do you mean?
MANAGER: AI, automation, digital, data.
Find ways to make the business better.
Better how?
MANAGER: That's what we need you to figure out.
Hmm...

Let's start with the business.
What do you wish worked differently?
What have you wanted to do for years,
but never figured out how to make possible?
And if you knew it was possible,
what would you do differently?

What is a Business Modernisation Engineer?
For me,
it's about helping a business get from where it is,
to where it wants to go.
And there are three steps.
First, understand.
Understand how the business works today.
What it's good at.
Where it's stuck.
What people are doing manually.
What customers want.
And, perhaps most importantly,
what the people running the business have already imagined,
but never thought was possible.
Second, build.
Take those possibilities and turn them into something real.
An automation.
A new experience.
A new product.
A new way of working.
We don't just talk about what could happen.
We build, test and iterate.
Third, prove.
Does it actually work?
Does it save time?
Make money?
Create a better customer experience?
Open a new market?
Because the goal isn't to have good ideas.
It's to turn possibilities into something the business can actually use.
I've made millions for Paystack,
NTT Data and Capitec.
I raised millions for myself.
I ran a business into the ground,
to learn that all the school fees I paid...
were to ensure that when I get into your business,
I understand why the CEO wants what he wants.
Why the sales team wants what they want.
And why finance is knocking on doors for receipts.
I see markets differently, because of my past.
Now let me apply that to your business.
Business doesn't have to be boring.
Hire me at rawk@worklyn.
com so I can modernise your business for the era it lives in.

Kofi: No, but fundamentally,
this is exactly the problem.
If the information is already there and you still cannot retrieve it when you need it,
then the system has failed at its only moral duty,
which is to make memory actionable.
Yaa: Kofi.
Kofi: Good search is not a convenience.
It is infrastructure.
It is a wand.
Yaa: Right,
so what he means is the client has a real problem,
and you have just turned our holiday into a manifesto about retrieval.
Kofi: It is the difference between a tool that serves you and a tool that quietly colonizes your attention while pretending to help.
Yaa: Search is basically the whole game, yes.
If I cannot find the thing I already know exists,
then the tool has failed at the one job it had.
Kofi: No, but fundamentally,
WhatsApp can hold my life in a box and still refuse to let me find the one message I need.
Yaa: That is not search.
That is organised gaslighting.
Kofi: No, but fundamentally,
that is the point.
The platform extracts the totality of your social and professional life,
builds a private map of your memory,
and then rents you back access in a degraded form.
Yaa: Mm-hm.
Kofi: As if the ability to retrieve your own information were a premium feature.
Yaa: Which is rude.
Kofi: Which is morally obscene.
Yaa: Right.
So what he means is the holiday is over unless we stop this now.
Kofi: Retrieval is the issue, not storage.
Yaa: Everyone is obsessed with capture like the data fairy is going to sort it out later.
Kofi: No, but fundamentally,
work is not created by generating more data.
It is created by recall.
Yaa: Fine.
Kofi: By the moment when the correct message,
the correct file,
the correct thread appears exactly when needed.
Yaa: And the whole organisation can move.
Kofi: Exactly.
Yaa: So search is the thing.
Kofi: It is the true operating system.
Yaa: And there it is.
We have arrived at the point where the sunset is optional and your principles are not.
Kofi: No, but fundamentally,
if indexing is wrong,
every other feature is decorative furniture.
Yaa: Mm.
Kofi: The search strategy decides whose memory counts and whose memory is lost.
Yaa: Kofi.
Kofi: That is not a technical detail.
It is power.
Yaa: That was almost a holiday until the last sentence.
Kofi: Yɛnnyae yɛ adwuma a, ɛnyɛ sɛ yɛapɔn ase.
(if we do not stop working,
it is not that we have finished.
)
Yaa: Right.
What he means is we are now definitely not going back to the beach before dinner.

Productivity software that sees you first,
within the team.
That understands,
that you are more than just your job.
That you are...
multitalented.
On day one, when you land,
it's a homage to your thoughts.
Designed the way your thoughts run.

We live in the machine age,
and as usual,
we keep on forgetting...
"you,"
when we build.
We have changed that.
Every build.
Every decision.
Sees you.
The work.
The hobbies.
The side hustle.
The dreams you have for yourself.
We created a home for you,
that plugs into the homes of others,
when the time comes.
It recognizes the individual,
and allows you to be you.
Within your community,
company,
and room you choose to enter.
Because you deserve to be...
at that seat.
Hire at rawkakani.
co.
za, to build you an agent.
Don't know what an agent is?
Ask at rawkakani.
co.
za.
Or go to worklyn.
com, to learn more.

Videos

• our first demo, bugs and all: an hour of us testing the product live on slow internet, with nothing edited out
• ai, explained for my mother: what a large language model is, and how to redo a budget just by talking to it
• a company brain for your business: one hour with you a month, then we build the system that takes over your admin
• your own private ai: a tour of openwork: notes to yourself, a feed, a task board and agents working in the background
• a private home for your work: spaces, a chat and a lounge where your ideas stay yours
• a to-do list that does the work: send it the invoice, the proposal and the research, and come back to it done
• a journal that organises itself: message yourself on whatsapp or email and it becomes a list you can manage
• get answers across your files: kofi and yaa are on holiday when a client calls, and the talk turns to why search never finds the thing you know is there

Contact

South Africa: Services and customer data are hosted on Microsoft Azure in South Africa, in the Johannesburg and Cape Town regions.