The Binary Labs builds ARIA — the reasoning brain that sits between the foundation models and the apps. It turns the behaviour of four billion people in emerging markets into intelligence, inside the apps they already use. The model is swappable. The data layer is not.
ARIA isn't a slide. It's a reasoning engine. Pick a question a real partner would ask, and watch it turn behavioural data into a decision — the same way it does inside live apps across 10 countries.
ARIA · reasoning console
live · model-agnostic
Choose a question →
ARIA · reasoning
Select a question above and ARIA will reason through it live.
Markets: —Signals used: —Confidence: —Latency: —
Illustrative reasoning on aggregated, anonymised signals (k≥50). No personal data shown. Live partner outputs run inside the apps, under each partner's data governance.
01.1 ·From data to decision
A real question in. A real decision out.
This is what ARIA does, over and over, inside live apps: take the behaviour of the bottom 90% and turn it into a decision a partner can act on today.
The question
“Which market should we enter next?”
asked by a regional operator
→
ARIA · decision
Enter Bangladesh first — steepest 90-day engagement gradient and favourable k≥50 risk signal. Nigeria second for absolute scale.
Markets 10Signals 2,140Confidence 0.86
The question
“Where is churn rising fastest?”
asked by a telco growth team
→
ARIA · decision
Mid-ARPU cohort in two SEA markets — declining session depth, 3–4 weeks ahead of churn. Trigger points-led re-engagement on the flagged decile now.
Markets 4Signals 1,725Confidence 0.81
The question
“How does the unbanked 90% repay?”
asked by a lender
→
ARIA · decision
Bureau-invisible reliability: consistent micro-cadence top-ups and bill-cycle regularity. Sold as a risk signal — never a loan from us.
Markets 7Signals 3,008Confidence 0.79
02 ·The position
We don't compete with the models. We complete them.
The labs above make general intelligence. The apps below own the customer. Neither can reach the other alone. ARIA is the missing middle — the layer that makes a model's reasoning land on a real person inside a real app.
Above the layer
Foundation models
General intelligence — open and proprietary, and entirely swappable. We sit below them, not against them. ARIA routes through whichever model is best; none of them own what we own.
intelligence ↓↑ data
The layer · the brain
ARIA
The reasoning brain. It runs on a data layer no model lab and no app can assemble — how the emerging-market long tail, the bottom 90%, earns and spends, measured the same way across 10 countries — and turns it into decisions, fed back into the apps.
decisions ↓↑ behaviour
Below the layer
The app layer
The telco, wallet, bank and super-app surfaces people already use every day. ARIA makes the operator's customer measurably more valuable — without a new app or a new account.
03 ·The protagonist
ARIA is the engine — not a model you can rent.
A proprietary behavioural-intelligence engine — the reasoning system that turns consented, national-scale data into predictive and prescriptive decisions, then feeds them back into partner apps at mass scale. Powered by 1,008+ proprietary agents; the model underneath is swappable.
×
Not a foundation model
We sit below the labs, not against them. The model underneath is swappable; the intelligence layer on top is ours.
×
Not a wrapper
The moat is our proprietary data and closed loop — not a prompt. No lab and no app can assemble what ARIA runs on.
×
Not an app
We don't chase users. We make the operator's existing customer more valuable, inside the app they already trust.
04 ·The moat
The spending economy of the bottom 90%.
Consented and anonymised, served only as aggregates above a k≥50 floor, with the partner as data controller and a documented legal basis in every market — ARIA sees how the real economy of emerging markets behaves, including the 90% the formal system can't.
0
Users a month
behaviour captured monthly
0
Signals per user
on every transacting user
0
Ready-made metrics
composable intelligence
0
Proprietary AI agents
the engine inside ARIA
Governance: code-enforced k≥50 · partner-as-controller · national data residency · versioned, regulator-readable methodology.
One layer. Ten countries. It travels.
Same signals, same definitions, every market. A consumer in Indonesia and one in Nigeria are measured the same way — so we compare, benchmark and rank across all 10. Every new market makes ARIA smarter for all the others. No single-country player can build it.
The behaviour no one else holds
How people earn, spend and repay — even those with no bank and no credit score. The raw signal the formal system can't see for the unbanked 90%. We provide the intelligence; we don't lend. In emerging markets, this signal is rare and valuable.
05 ·One brain · five products
One intelligence layer, five expressions.
From raw data, up through reasoning, to decisions — ARIA is the brain inside all of them.
i
ARIA WidgetFor everyday users
A smart assistant inside the telco, wallet and bank apps people already use. Keeps users coming back — and feeds ARIA the behavioural signal.
Embedded
ii
bOS Data ExchangeFor data buyers
Raw, anonymised behavioural signal through one institutional API — “intelligence the walled gardens cannot reach.” BNII is the reasoning layer on top.
Self-serve API
iii
BNIIFor enterprises
The reasoning layer. What customers will do next, and what to do about it — across 17 industries, from telco and consulting to media, research and capital.
Reasoning engine
iv
AtlasFor partners
The partner-facing decision platform. Query, dashboard and act on ARIA's intelligence across markets — lift value, cut churn, sequence go-to-market. Decisions, not dashboards.
Decision platform
v
AI AgentsThe engine — now a product
1,008+ proprietary agents power everything ARIA does — and can now be called directly by enterprises. The moat, made available.
Agent fleet
05.1 ·Five products · one brain
Do it all with ARIA.
Five ways ARIA's intelligence reaches a customer — from an in-app nudge, to an API call, to a boardroom decision. Each one live, each one running on the same data layer.
Swipe to explore →
ARIA Widget · embedded
In-app intelligence.
A smart assistant inside the telco, wallet and bank apps people already use — personalised nudges that keep users coming back, and feed ARIA the behavioural signal.
Hi Adi 👋 You're 40 points from your next reward. Top up before Friday for a 2× boost.
◆ Balance: 1,240 pts · +60 today
The Weekly Combo saves you ~18%. Switch you?
Claim & switch →
Illustrative. Points are closed-loop; signals aggregated at k≥50 before leaving the app.
bOS Data Exchange · API
Behavioural data, on call.
Raw, anonymised behavioural signal through one institutional API — the intelligence the walled gardens cannot reach. Buy by the query; only aggregates above a k≥50 floor ever leave.
Illustrative. Only anonymised aggregates above a k≥50 floor are ever returned.
BNII · reasoning
What happens next, and what to do.
The reasoning layer. ARIA tells enterprises what their customers will do next and what to do about it — across 17 industries, from telco and FMCG to banks and capital.
Illustrative brief on aggregated, anonymised signals (k≥50).
Atlas · decisions
Decisions, not dashboards.
The partner-facing decision platform. Query, benchmark and act on ARIA's intelligence across markets — lift value, cut churn, sequence go-to-market. Every metric ties to an action.
Illustrative orchestration. 1,008+ agents compose into ARIA's reasoning.
06 ·The closed loop
A loop that compounds.
ARIA reaches the world through BinaryOS — the engagement runtime embedded inside partner apps. Every decision generates fresh behaviour, which re-enters the loop and sharpens ARIA. Every new partner widens the moat for all the others.
01 · Distribute
Inside the app
BinaryOS lives inside the telco, wallet or bank app — no new download, no new account. The wedge no AI company has, and the front door for all the data.
02 · Reason
ARIA decides
Raw behaviour becomes cross-market intelligence. ARIA — model-agnostic, powered by 1,008+ agents — turns signal into predictive, prescriptive decisions.
03 · Act & compound
Back into the app
Decisions flow back into the app, lifting the operator's customer value. That action makes new data, which sharpens ARIA again. Zero incremental cost to acquire.
07 ·Live, not theoretical
Already live across the stack.
ARIA isn't a pilot. It runs in production inside the apps of national operators across 10 countries — the full stack live in market: BinaryOS distribution, the Binary Network, ARIA's reasoning, and Atlas decisions.
16 partners · 10 countries · stack live in market · 21 signed & activating through FY26–27
National telcos11
TTelkomselIndonesia Live
IIndosat OoredooIndonesia Live
GGlobe TelecomPhilippines Live
DDialog AxiataSri Lanka Live
BBanglalinkBangladesh Live
RRobiBangladesh Live
MMTN RwandaRwanda Live
MMTN NigeriaNigeria Live
EEthiotelEthiopia Live
e-Wallet & fintech4
GGoPayIndonesia Live
ttelebirrEthiopia Live
+Wallet partnersmulti-market Live
+Fintech railscross-border Live
Super-app & digital1
ODigital platformVietnam Live
Enterprise buyersBNII · bOS
CConsulting firms5 markets Live
FFMCG & brandstier-2 reach Live
RMarket researchper market Live
+Capital & PE/VCdiligence Activating
BinaryOS
L0 · distribution
Live in market
Binary Network
L1 · settlement
Live in market
BNII · ARIA
L2 · reasoning
Live in market
Atlas
L3 · decisions
Live in market
ARIA Widget
consumer surface
Live in market
One integration activates the whole stack. Partners shown are live operators in our network; names are public via The Binary Holdings. Full partner detail and logos available under NDA.
The intelligence layer for the next four billion.
Live across 10 countries, inside the apps people already use — and model-agnostic, so it only gets stronger as the labs above us do. Arrange a briefing to see ARIA in motion.