AI product studio · Updated May 9, 2026

We build agentic systems.

Useful software for teams that need a real build path.

Announcements

Official updates. One feed.

Product and company updates from the Ni Biashara business home. Open all announcements →

What we build

AI products, native apps, workflow software.

If AI unlocks a real product, or makes a workflow worth shipping, we build it.

Open source first Local tooling and model choice
Native apps macOS, iPhone, Android
AI products Real problems, now solvable
Room to evolve Models, orchestration, reviews

The work matters most when people can understand it quickly, use it repeatedly, and trust the result.

That is the bar for Ni Biashara now: build the real product and make the next step obvious.

How we build

Small scope. Clean release path.

The process stays narrow on purpose: name the product, shape the surface, and verify the claim before it goes public.

01 The idea

Start with the product truth

Name the user, the workflow, the failure mode, and the proof needed before the scope gets any wider.

  • Clear problem
  • Visible proof
  • Narrow scope
02 Native apps

Shape the smallest useful surface

Design the surface that solves the job without adding a second layer of explanation on top of it.

  • Keep the flow narrow
  • Make the next action obvious
  • Reduce screen debt
03 Workflow software

Verify the public claim

Screenshots, support pages, store states, privacy copy, and working links have to match the promise.

  • Working release path
  • Visible support path
  • Simple evidence
04 Room to evolve

Keep the stack in motion

Models, orchestration, and review loops each need room to evolve without turning the whole system brittle.

  • Models
  • Orchestration
  • Reviews
What we build with

The stack.

Models, frameworks, app platforms, and release tooling that actually ships.

Selected work

Built for use. Built to ship.

A short view of the products and releases that shaped the studio.

Hapo Ndani release art
Official release Mac App Store Private AI Hapo Ndani

Hapo Ndani

Private AI on Mac with journaling, local memory, chats, and user-approved files. The release page now lives separately from support, so the site stops pretending one page can do everything.

Result Announcement, product truth, and support now have their own routes. Read the release page →
DJ Duplicate Cleaner logo
Live on Mac App Store macOS native $9.99 one-time Music

DJ Duplicate Cleaner

Now live on the Mac App Store: a native macOS utility for the moment when the same track lives in three folders and the wrong delete can break the library that still matters.

Result DJs get duplicate cleanup, broken-path visibility, and a better chance of keeping the right copy. See the product page →
Golf Safari native round screen
Golf Safari native compete screen
Golf Safari native profile screen
Golf Safari native today screen
Live iOS + Android Public app Organic growth

Golf Safari

Live on the App Store and Google Play, with the public product site at golfsafari.net and Ni Biashara product truth kept in the registry.

Result The app is now a user-acquisition surface, not a release-work placeholder. See product truth →
Other work

Other projects stay visible. They still matter.

A separate publishing line for games and concept work that still belongs in the studio story.

See the full hub at kupelekanatu.com
ZI
ZI · Match-3
Buni
Buni · Hex merge
Vita Classic
Vita Classic · Arcade
Veve
Veve · Miraa supply
Kete
Kete · Internal
Kupelekanatu
Kupelekanatu · Hub
Around the corner

3D games. Xbox. PlayStation.

Coming soon!

Partner opportunities

A few partner slots. Conversation first.

Open for a few focused projects: AI products, native apps, workflow tools, or a sharper version of an existing product. Read the work brief →

Best fit
  • Founders turning a real workflow into software
  • Operators with a messy process worth fixing
  • Teams preparing a product for review or release
  • Domain experts who need a focused build partner
  • People who value working proof over pitch language
Not a fit
  • Generic “add AI to our company” asks
  • Advice that never touches the product
  • Slow committee-led discovery loops
  • Engagements that want decks more than software
  • Anything that needs hype more than evidence

If the product needs to get clearer, tighter, or closer to shipping, reach out.

twe@nibiashara.biz Work brief → Reply within 48 hours, usually faster.