01Google Africa Applied AI Lab

Kavosuri

An AI music social network for the genres frontier models get wrong.
www.kavosuri.com Nairobi, Kenya July 2026 Pre-seed · Live in production
02Problem

Ask a frontier music model for amapiano and you get house music with a shaker on top.

Generative audio is extraordinary at the forms it was trained heavily on — Atlanta trap, chart pop, lo-fi — and thin on everything else.

Gap 01 · Vocabulary

The models don't speak these genres

Log drum patterns, talking-drum polyrhythm, taarab-tinged strings, the specific pocket of a Lagos highlife brass line. The musical vocabulary that matters most on the continent is the vocabulary these tools handle worst.

Gap 02 · Access

The tooling assumes someone else

A DAW, a laptop, a subscription in a currency you hold, and the English fluency to prompt well. The fastest-growing music scenes in the world are the least served by the tools reshaping music production.

Gap 03 · Audience

Generation without an audience dies

A track nobody hears is a track nobody makes twice. Standalone generators hand you a file and a dead end — no listeners, no feedback, no reason to come back tomorrow.

03Solution

A translation layer on top of Lyria, and a place for what comes out to land.

Layer 01

Gemini turns intent into musical instruction

A creator types "something for a Nairobi night drive." Gemini 2.5 Flash expands it into instrumentation, tempo, mix character and arrangement — the dense description Lyria actually responds to. The vocabulary problem, solved at the prompt.

Layer 02

23 genre templates, hand-tuned per model

Each carries a written Lyria prompt, BPM range, style tags and moods. Five are African forms — Afrobeats, Amapiano, Afro House, Bongo Flava, Gospel — written with the specificity the model needs rather than a one-word label that produces mush.

Layer 03

A social graph, not an export button

Tracks land in a ranked feed with follows, comments, gifts, remix lineage, daily challenges and battles. The output has somewhere to go and someone to hear it.

04Product

Live in production at www.kavosuri.com

A full Next.js application — not a prototype. Auth, payments, streaming, lifecycle email, an admin surface and eight scheduled jobs, shipped and running.

Create

Prompt-to-track generation, 23 genre templates, AI ideation chat, song blueprints, vocal takes, extend and flip, stem separation and an in-browser stem mixer, audio upload.

Share

Ranked feed with time-decayed Heat Index, follows, comments, notifications, per-track share cards, an embeddable player, and vertical 1080×1920 video export for Reels and TikTok.

Compete

A daily themed challenge, head-to-head battles, cyphers where the community writes and votes on lyrics over a posted beat, leaderboards, streaks, and a "Most Built On" board.

Earn

Credit wallet, virtual gifts between creators, credit staking on tracks you believe in, referrals, and a creator analytics dashboard.

05Technology

Google models are the product, not a wrapper around it.

Every generation on Kavosuri runs on Lyria. Every prompt that reaches Lyria was written by Gemini. Provenance is checked with SynthID before the track is published.

lyria-002
Vertex AI
The instrumental generation engine. Every beat made on the platform comes out of this endpoint.
lyria-3-pro-preview
→ lyria-3 fallback
Full-length vocal tracks. We already build against a preview model in production and handle its availability gracefully — the fallback path is shipped, not planned.
gemini-2.5-flash
×3 surfaces
Prompt enhancement — plain intent into dense musical description. Song blueprints — sections, style and lyrical direction before any audio is generated. Ideation chat — for creators who know the feeling but not the words.
SynthID
verification
Generated audio is watermark-checked on the way in. Provenance is built into the platform rather than retrofitted onto it later.
Platform
Next.js 16 · Neon Postgres · Prisma · Clerk · Cloudflare R2 · HLS signed-URL streaming · Upstash Redis

Non-Google models handle vocal synthesis and stem separation where Google does not yet cover the surface. No exclusivity is required by the Lab, and we would rather be precise about the seams: the generation core, the prompt intelligence and the provenance layer are all Google.

06Traction

A third of everything made here is built on someone else's work.

Production figures, 29 July 2026. Organic growth from a standing start in June, with no paid acquisition.

34%Tracks that are remixes
73Registered users
102Tracks created
127Generations run
69Follows
New users per week · Jun–Jul 2026 No paid acquisition
1
1
2
3
9
8
13
5
Jun 1Jun 8Jun 22Jun 29Jul 6Jul 13Jul 20Jul 27

Final column is a partial week (2 of 7 days at time of writing).

The signal we trust

Remixing showed up before we optimised for it

35 of 102 tracks are built on top of another track, across 13 distinct parents. Collaboration is the behaviour the whole product is designed to produce, and it emerged on its own.

The number we're not hiding

Only 3 users had ever returned on a second day

We audited the funnel against the production database instead of guessing. Credits weren't the constraint — 40 users were sitting on 50+ unspent. Three feedback loops were severed: nothing came back to a creator after posting, the ranking algorithm was mathematically dead so new tracks were buried at zero, and the retention emails hung off a webhook that never fired.

What we did about it

Rewritten, shipped, measurable

New Heat Index with sane decay, play-counting moved into the audio layer so it actually counts, follow and gift and milestone notifications, a daily challenge, streaks, and seeded follows at onboarding so the feed isn't empty on day one. Notifications have gone from 17 lifetime to 41; 7 users are on active streaks.

07Market

Small, compounding at more than twice the global rate, and concentrated in one country.

$31.7BGlobal recorded music, 2025
+6.4%Global growth
+15.2%Sub-Saharan Africa growth
$120MSub-Saharan Africa, 2025
78.1%Of that, South Africa alone

1 — IFPI Global Music Report 2026 (2025 figures).  2 — Music Ally / Africa streaming forecast.

08Business model

Credits, not seats — priced for a market where $19.99 a month is the wrong unit.

Built and integrated

Credit wallet with three ways in

Free daily allowance, subscription tiers, and one-off credit packs. Generation, extends, stem unlocks and gifts all draw from the same wallet. PayPal is integrated and working.

Micro-transactions

The parts that fit a low-ARPU market

Gifts between creators, stem unlocks, and staking credits on a track you believe in. Small amounts, high frequency, creator-to-creator — the pattern that already works across African mobile commerce.

Deliberately not yet

Pre-revenue while retention is fixed

Charging for a product people don't return to converts a retention problem into a refund problem. Payments are wired and dormant. Current tier pricing is US-benchmarked and almost certainly wrong for the market — this is the question we most want the Lab's partners on.

09Competition

Everyone builds the generator. Nobody builds the room it plays in.

Suno · Udio
Best-in-class general generation. No social graph — you get a file and a link. Genre depth is thin outside Western forms, and pricing is US-benchmarked. They are a tool; we are a place.
BandLab
Genuine social creation at scale, but built around a browser DAW for people who already produce. Not generation-native, and the on-ramp still assumes musical training.
Audiomack · Boomplay
Strong African distribution and audience. They solve where finished music goes, not how it gets made. Complementary rather than competing.
Kavosuri
Generation, genre depth and a social graph in one loop. You describe a song in plain words, Gemini and Lyria make it, and it lands in a feed where someone can hear it, follow you, and build on it. The moat is the graph and the genre tuning, not the model — the model is Google's, and we would rather that be true.
10Team

Built solo, in production, with the funnel audited by the person who wrote it.

Founder · Full-time

James Thuranira

Full-stack engineer, Nairobi. Building software since 2022; graduated November 2025. Specialisms: full-stack web development, AI model integration and API design — which is, more or less, the entire surface area of this product. Full-time on Kavosuri.

Scope of the build

Every layer, one person

Next.js application and design system, Postgres schema and queries, Vertex AI and Gemini integration, credit ledger and payments, encrypted audio streaming, transactional and lifecycle email, admin tooling, and eight scheduled jobs. No agency, no contractors, no co-founder.

How the work gets done

Instrumented, not assumed

When retention looked wrong, the response was a full funnel audit against the production database — which found that the obvious answer (people are running out of credits) was false, and the real causes were three broken feedback loops. Then those got rewritten and shipped inside a week.

Proximity to the market

Built in Nairobi, for the scene it sits in

The genre taxonomy was written here, not licensed from anywhere. Bongo Flava is described to the model as "bright interlocking electric guitar lines, marimba and kalimba accents, taarab-tinged strings, warm East African coastal groove" — the level of detail that only comes from knowing the music. The first 73 users are creators in this market, and what they do with the product is the fastest feedback loop available.

Kavosuri went from nothing to a live product with real users inside eight months of graduating — auth, payments, streaming, admin tooling and a social graph, all shipped and running in production.

11The ask

Model access, and a research question worth answering together.

Ask 01

Lyria 3 Pro, reliably

We already run the preview endpoint with a fallback. Dependable access to longer-form, higher-fidelity vocal generation is the difference between "make a 30-second loop" and "finish a song" — between a toy and a tool.

Ask 02

Veo, for distribution

We shipped vertical video export last week because sharing is how a track finds an audience. It's currently a waveform over cover art. Veo turns every track into a music video, and every music video into reach.

Ask 03

Genre fidelity, as a collaboration

What does it take to make a frontier music model render amapiano, bongo flava or highlife correctly? We have the creators, the genre taxonomy and the appetite to evaluate. We lack the model-side access to do it properly. The answer is useful to Google, not only to us.

Ask 04

Pricing for a market that isn't the US

Payments are built and dormant. The open question is what the right unit and price point are for creators across the continent — precisely the question the Lab's partner VCs have answered before.