Rees Calder · Investor deck teaser · TWB Voice
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TWB Voice
Investor and donor deck · Teaser
01 / 06

The only plausible way to build voice AI for 3.7 billion people.

A teaser deck for the CLEAR Global TWB Voice platform. Six slides. The full deck builds on the strategic and financial model.

CLEAR Global · 2026Prepared by Levity Leads
The problem
02 / 06

7,000 languages. 15 that matter to frontier labs. One humanitarian network with the other 6,985.

3.7B
People without a usable voice AI model in their first language.
~15
Languages frontier labs can actually serve today.
$0
Existing commercial voice-AI data pipeline for low-resource languages.
twbvoice.levityleads.com02 · 06
The asset
03 / 06

Ten years of field work. Two hundred thousand linguists. The rails nobody else has built.

10 years
Humanitarian field operations across forty plus countries, including where frontier labs have no reach.
200,000
Volunteer linguists already inside the TWB network. A distributed workforce, not a vendor contract.
Consented
Community-sourced, community-reviewed audio corpora. Ethics as a moat, not a cost centre.

This is not a dataset. It is a decade-long distribution moat.

twbvoice.levityleads.com03 · 06
The model
04 / 06

Two-tier licensing. Mission-aligned by default. Commercial when it shouldn't be free.

Tier 1 · Humanitarian
Free to use for NGOs, public-health organisations, and open research. Mission delivery is the point. No gatekeeping where the data is supposed to help people.
Tier 2 · Commercial, gated
$300 per curated licensed hour. Frontier labs, ASR vendors, enterprise buyers. Revenue recycles back into Tier 1 and funds the next wave of collection.

Same corpus, two commercial postures. Gated at the licence layer, not the data layer.

twbvoice.levityleads.com04 · 06
The numbers
05 / 06

Three ways this becomes a $3M to $6M business in three years.

Humanitarian Stack
$3.6M
Grant-funded, mission-aligned, slow and safe. The floor, not the ceiling.
Commercial Gated
$4.5M
Two-tier licensing. Frontier labs anchor. Moat compounds fastest.
Infrastructure Partner
$2.8M
Rails for Lelapa, Sama, NaijaVoices. Lower revenue, higher strategic leverage.

Base case blends all three. Full model at twbvoice.levityleads.com/#model.

twbvoice.levityleads.com05 · 06
To close

The rarest thing in AI right now.

A ten-year humanitarian field network. A two hundred thousand strong linguist base. A live two-tier licensing posture, on languages the frontier labs admit they cannot serve.

Move the sliders. See the model.
twbvoice.levityleads.com
Rees Calder · rees.calder@levityleads.com · Levity Leads Ltd