bitsCrunch

We spent years building scalable blockchain data infrastructure at bitsCrunch. Excited to see that stack help accelerate what Vangrid is building for spatial intelligence and decentralized perception systems.

@vangrid_io Big step forward @vangrid_io bitsCrunch infra meets Vangrid scale — from on-chain data to real-world intelligence.

Vangrid x bitsCrunch. Raw physical data is useless without the architecture to process it. We own the capture layer – billions of civilian sensors generating verified 3D geometry from the real world. Capturing reality is one problem. Structuring petabytes of spatial data and serving it as a real-time API to defense primes, World Model labs, and autonomous fleets is a different problem entirely. Vangrid has licensed core components of @bitsCrunch 's data infrastructure stack: Go-based APIs, Kafka streaming, ClickHouse analytics, self-managed RPC, ML inference services – battle-tested at enterprise scale, indexing on-chain data for years. bitsCrunch continues to operate and expand its blockchain analytics business. This collaboration extends their proven infrastructure into a new vertical: real-world spatial intelligence. Vangrid focuses on what only Vangrid can build – the sensor swarm, the edge ML, the on-chain verification. The decentralized perception grid is inevitable. The infrastructure to serve it just got real.

We didn’t chase trends. We built through them. And now, we’re doubling down on what comes next. Still here. Still building. Simplifying how users move from data → understanding #bitsCrunch

5+ years in Web3. Multiple cycles. Noise, hype, and resets. At bitsCrunch, one thing hasn’t changed: We’re still building. 🧵👇 → Structuring blockchain data → Building scalable pipelines → Making data actually usable Behind the scenes, we’ve been focused on what matters.

Blockchain data is transparent. Understanding it isn’t. Today’s workflow still looks like: → Explorers for raw transactions → Dashboards for fixed views → Manual analysis for real insights That gap between data → understanding is the real bottleneck. CrunchViz #bitscrunch

Everyone is drowning in crypto data. Almost no one has intelligence. Dashboards gave us information - not answers. ✅ Interpreting signals in real-time ✅ Delivering answers — instantly Building CrunchViz — an AI-native intelligence layer for crypto. Less noise. More signal👀

As blockchain ecosystems scale, so does data complexity. Multiple chains, formats, and signals make unified analysis increasingly difficult. We’re building the next layer to solve this. → Standardized datasets → Context-aware insights → Flexible query systems → Direct insight delivery Simplifying how you move from data → understanding. #bitsCrunch

There’s a difference between data and intelligence. Crypto has plenty of data. What’s still evolving is intelligence. 🧵👇 Data = raw transactions, logs, events Information = structured metrics, dashboards Intelligence = context + interpretation + relevance Most tools stop at information. The next phase focuses on: → Interpreting data in context → Connecting multiple signals → Delivering answers, not outputs That’s the shift from data platforms → intelligence systems. #bitsCrunch

This approach improves how data is consumed: → Faster access to relevant insights → Lower technical barrier (no SQL / dashboards required) → Ability to combine on-chain + off-chain signals Instead of navigating data manually, users interact directly with intelligence. This is a shift in interface, not just tooling.

At bitsCrunch, we’ve focused on structuring and standardizing on-chain data across multiple networks. CrunchViz builds on this by introducing a conversational layer: → Users ask questions in natural language → AI agents retrieve and correlate datasets → Outputs are synthesized into structured insights This reduces dependency on multiple tools and manual workflows.

Blockchain data is highly transparent, but not easily interpretable. Most users today rely on: → Block explorers for raw transactions → Dashboards for predefined metrics → Manual analysis for deeper insights This creates fragmentation between data access and actual understanding.🧵👇

Blockchain data is entering the Agentic AI era. At bitsCrunch, our decentralized network already powers on-chain data & AI services across 10+ blockchains. Now we’re building CrunchViz - a new way to understand crypto. 🔎 Ask anything 🤖 AI agents fetch the data 📊 Real on-chain + off-chain intelligence Reimagining blockchain data through conversation.

Say it back!!

GM! We all know the routine., go touch grass.

@streamflow_fi some still chose nothing

Solana or nothing.

@kucoincom sooner or later

The most powerful word in crypto: soon.

@GeckoTerminal WE ARE LEGENDS 🤝🏽

GM LEGENDS 🔥

@coingecko gm gecko

𝖌𝖒

@pudgypenguins You alone?

Pengu Morning 🐧

Wallet activity. NFT price signals. Smart money movements. All powered by bitsCrunch data infrastructure. Start here → unleashnfts.com/docs