Payment rails are changing. The data infrastructure has to change with them.

In 2024, stablecoins moved over $27.6 trillion in on-chain value, surpassing Visa and Mastercard. Stripe now pays out in USDC. Circle’s cross-chain protocol is going mainstream.

In the past 30 days, stablecoins have moved $2.88 trillion in transfer volume, according to rwa.xyz.

A Coinbase survey also found that 6 in 10 F500 executives are engaged in blockchain initiatives and on top of that, a staggering 161 million people hold stablecoins.

Payment processors, wallets, and treasury apps are rapidly adopting stablecoins to reduce fees, expand access, and improve settlement speed.

But when product teams integrate stablecoins into their stack, many run into the same problem:

It works in staging. But in production, it starts to fall apart.

Balances go stale. Transfers don’t show up. Compliance pipelines miss mints or burns. And that’s not a smart contract bug, it’s a data infrastructure issue. The underlying problem is simple: the stablecoin economy moves in real time, but most data infrastructure doesn’t.

Legacy infrastructure wasn't built for real-world finance

Many teams still rely on legacy indexing setups built for dashboards, analytics, or slow-moving protocols.

These systems typically:

index only finalized blocks, introducing unavoidable delay,
capture on-chain events, but not real-time contract state,
struggle with reorgs, chain congestion, or high TPS environments, and
can take hours, or even days to sync fully on fast chains like BNB and Arbitrum.

When chains start producing 250+ TPS, most indexers can't keep up. That’s exactly what happened with several dApps on Berachain, until they came to Ormi.

Not all subgraphs are created equal

Ormi’s 0xgraph is fully compatible with The Graph’s subgraph format, but instead of running subgraphs on a best-effort basis, we run them in our purpose-built, high-performance environment. We hate stale data and buggy infrastructure.

0xgraph is our next-generation subgraph infrastructure designed to meet today’s demands. Where others run generic infrastructure across shared clouds, Ormi runs on a “bare- metal + cloud” infrastructure, purpose-built for throughput and uptime.

This lets us:

scale up with faster block production,
scale out across 70+ supported chains,
deliver sub-30ms latency even at 1,000+ RPS, and
sync 5x faster than competitors, enabling rapid deployment and iteration.

When Berachain launched and legacy providers lagged, Ormi delivered a production-ready subgraph within 5 hours.

When Pendle Finance scaled from $2B to $6B TVL, it ran on Ormi.

The cost of lag is real

Stablecoin infrastructure requires speed, precision, and visibility. Without real-time data access:

wallets display the wrong balance,
payouts fail due to missing confirmations,
compliance pipelines break under multi-chain complexity, and
treasury platforms miscalculate exposure or reserves.

RPC polling isn’t enough. RPC nodes are rate limited and require constant maintenance by the engineering or development teams.

As block production gets faster and apps go multichain, these issues don’t get better. They compound.

0xgraph is built for real-time crypto, and stablecoins

Ormi’s 0xgraph was built for this future, where payments happen cross-chain, where finance happens in real time, and where uptime isn’t optional.

0xgraph is:

Subgraph compatible: Migrate in clicks. Use familiar tooling.
Production ready: Built for 99.9% uptime, even during reorgs or congestion.
Real-time + historical data: Query current contract state or replay history instantly.
Battle-tested: Proven in high-pressure, high-speed, multi-chain environments.
Supports over 70 chains: From Ethereum to Arbitrum, Solana, Berachain, and more.

“We also sync 5x quicker and query 71% faster than competitors”

Crypto is the new payment rails. Ormi is purpose-built for it.

The promise of stablecoins is composable, instant, global money. But that promise only works if infrastructure keeps up. The winners in this wave of stablecoin adoption will be the teams that can build fast, ship confidently, and automate everything, from payments, reporting, reconciliation without worrying about what their data provider will do under pressure. If your app touches stablecoins, your data infrastructure is now financial infrastructure.

Don't settle for tools built for dashboards.

About Ormi

Ormi is the next-generation data layer for Web3, purpose-built for real-time, high-throughput applications like DeFi, gaming, wallets, and on-chain infrastructure. Its hybrid architecture ensures sub-30ms latency and up to 4,000 RPS for live subgraph indexing, sub-10ms responses across 100+ API schemas, and a powerful SQL engine for historical and AI-ready data.

With 99.9% uptime and deployments across ecosystems representing $50B+ in TVL and $100B+ in annual transaction volume, Ormi is trusted to power the most demanding production environments without throttling or delay.