GraphAI – Telegram
GraphAI
625 subscribers
100 photos
41 videos
169 links
Delivering real-time blockchain intelligence to power on-chain AI agents integrating Real World Assets (RWAs).
https://linktr.ee/GraphAi
Download Telegram
Wallet Lens Is Ready - Shipping With GraphEngine V1

Wallet Lens is now fully built and tested, and will launch as part of the GraphEngine V1 release.

This new Lens gives users a complete, AI-readable view of wallet behaviour. Tracking ERC20 transfers, activity patterns, interactions, and flows across Base in real time.

It turns raw wallet events into structured intelligence that can power analytics, trading insights, agentic automation, and deeper behavioural understanding.

With Wallet Lens, GraphEngine moves beyond tokens and pools and into the foundation of every on-chain action.

Live soon with V1. Stay tuned.

https://x.com/GraphAIOfficial/status/1991537515195691515
👏1
GraphAI DevLog 15 – The Engine, Intelligence and Economy.

Over the last two weeks, GraphEngine took one of its biggest leaps yet, finalising the intelligence layer, scaling the ingestion engine, and activating the economic system that will power V1.

Here’s what landed:

LangChain Deep Agent – Multi-step reasoning replaces one-shot queries, delivering far more accurate insights across wallets, tokens and DeFi behaviour.

Credit System – The backbone of the $GAI economy: credits now power subgraph creation, queries and MCP calls, turning GraphEngine into a real revenue engine.

High-Throughput Kafka Pipeline – Massive parallelism enables real-time ingestion even during volatility, whale activity and high-volume launches.

Allium + Wallet Lens + Native Transfers – Clean decoded logs, unified wallet behaviour graphs and real-time native token tracking, GraphAI’s first full wallet-intelligence stack.

Redis Caching, Frontend & NL Improvements – Faster ingestion, smoother UX, and smarter natural-language subgraph creation.

GraphEngine V1 is nearly here: intelligent, scalable and economically alive.

The official launch date will be shared very soon. Stay tuned.

🔗 Full DevLog: https://medium.com/@graphAI.tech/the-engine-intelligence-economy-8dfe05676484?postPublishedType=initial

https://x.com/GraphAIOfficial/status/1992987370929750061
1👍1
The wait is over.

GraphEngine V1 officially launches December 3rd.

Smarter Intelligence. Real Revenue. Full $GAI Utility.

Phase 2 begins soon. Stay tuned.

https://x.com/GraphAIOfficial/status/1993348967573471422
5
GraphEngine V1 - The Revenue Flywheel

GraphEngine V1 marks the shift from a free experimental beta → to a live, self-sustaining intelligence economy powered by $GAI.

Over the past months, we rebuilt GraphEngine for usage-driven value and production-scale ingestion, unifying subgraphs, queries, and credits into a real, measurable revenue loop.

🔗 Full article: https://medium.com/@graphAI.tech/graphais-revenue-flywheel-4e18d75f71d9

Here’s what V1 unlocks:

Credits as the Core Unit
Every meaningful action - creating subgraphs, maintaining ingestion, running queries now consumes credits.
Credits can only be acquired using $GAI, directly linking platform usage to token demand.

Queries = Intelligence Space
A query is no longer “just a read.” It triggers subgraphs, graph logic, event pipelines, and AI-ready structuring.
As agents take over, query volume scales autonomously.

Usage → Revenue → Supply Tightening
Credit spending:
• Pays subgraph creators/curators
• Burns or locks a portion of $GAI
This reduces circulating supply as usage grows.

Creators Get Paid
Subgraphs that attract high query volume earn real revenue.
If your intelligence is useful, the network pays you—directly.

GraphPools Incoming
Curated bundles of subgraphs under one economic unit.
Users can back entire intelligence themes:
• DeFi
• Wallet analytics
• Launch monitors
• Narrative trackers
Revenue is shared across the pool.

Index-Style Intelligence Markets
GraphPools pair with $GAI liquidity, letting users buy exposure to the intelligence they believe will matter.
A marketplace for on-chain knowledge, not just tokens.

The V1 Compounding Loop
More subgraphs → More queries → More credits → More $GAI usage → More creator revenue → More supply tightening.

The flywheel strengthens every time the network performs a unit of computation.

The result:
A sustainable, usage-driven intelligence engine where $GAI powers every computation, insight, and autonomous query on the network.

The next chapter turns intelligence into an economy, not speculation.

https://x.com/GraphAIOfficial/status/1993712016486457512
1🔥1
This media is not supported in your browser
VIEW IN TELEGRAM
GraphAI × Fetch.AI - ASI-1 Integration Demo

Akhil Verghese, our Head AI Scientist, walks through how Fetch.AI’s ASI-1 LLM now runs natively inside GraphEngine, answering real on-chain analysis queries in natural language; from wallet tracking to token flow interpretation.

This demo is more than a feature showcase, it’s the first visible milestone in the GraphAI × Fetch.AI collaboration, illustrating how ASI-1 and GraphEngine together can power agentic systems that understand, reason over, and act on decentralised finance in real time.

A first glimpse at an AI-driven, on-chain future where intelligence and decentralised execution converge.

Watch the demo.

https://x.com/GraphAIOfficial/status/1994059176923025794
👏4🔥1
GraphAI Weekly Recap

Here’s everything we shipped and announced over the past two weeks across GraphAI, GraphEngine, and our expanding ecosystem.

GraphEngine V1: Beyond Beta
We officially unveiled GraphEngine V1, marking the transition from an experimental beta to a production-grade AI-native data engine. This upgrade unlocks real-time ingestion, multi-chain readiness, and the foundation for GraphAI’s next era.
🔗 https://x.com/GraphAIOfficial/status/1991237831671664935

GraphAI DevLog 15 – The Engine, Intelligence & Economy
This DevLog introduced deep multi-step reasoning, the $GAI credit system, and a high-throughput Kafka ingestion pipeline. GraphEngine is now intelligent, scalable, and economically activated ahead of V1.
🔗 https://x.com/GraphAIOfficial/status/1992987370929750061

GraphEngine V1 Launch Date Announced – December 3rd
We confirmed December 3rd as the official public launch date for GraphEngine V1. This release brings real-time ingestion, multi-chain subgraphs, and the activation of the $GAI-powered intelligence economy.
🔗 https://x.com/GraphAIOfficial/status/1993348967573471422

GraphEngine V1 – The Revenue Flywheel
We detailed how V1 unifies subgraphs, queries, credits, and $GAI into a measurable, usage-driven revenue loop. GraphEngine now operates as a self-sustaining intelligence economy built for real workloads.
🔗 https://x.com/GraphAIOfficial/status/1993712016486457512

GraphAI × Fetch.ai – ASI-1 On-Chain Demo
We showcased ASI-1 running natively inside GraphEngine, delivering live wallet and token-flow intelligence in natural language. This milestone signals the shift from AI observing blockchains to AI reasoning within them.
🔗 https://x.com/GraphAIOfficial/status/1994059176923025794

GraphAI × Fetch.ai – ASI:One Goes Native On-Chain
Fetch.ai’s ASI:One is now live inside GraphEngine, a major validation from one of Web3’s leading AI powerhouses. This integration sets the stage for agentic systems powered by real-time, on-chain intelligence.
🔗 https://x.com/GraphAIOfficial/status/1994808007797190791

What’s Coming Next Week…

GraphEngine V1 Goes Live (December 3rd)
The full public release of GraphEngine V1 marks the transition from beta to an AI-native, production-grade data engine. Developers, analysts, and agents will get real-time, multi-chain intelligence for the first time.

Wallet Lens Launch
Our first full wallet-intelligence module goes live, powered by native transfers, decoded logs, and unified wallet behaviour graphs. Users will be able to analyse wallets in real time through natural language or direct queries.

Revenue Generation Begins
With the V1 launch, all subgraphs, queries, chat calls, and MCP interactions begin consuming credits. This officially activates GraphAI’s usage-driven intelligence economy.

$GAI Token Burns Commence
As credits are consumed, the system begins burning $GAI, creating the first live feedback loop between network usage and token value. This marks the start of the GraphAI revenue flywheel in action.

A pivotal week ahead for GraphAI as we cross several major milestones. The foundation we’ve built is about to step into its full potential.

https://x.com/GraphAIOfficial/status/1995170166871888055
🔥4
Product Spotlight: Wallet Lens

Wallet Lens launches with GraphEngine V1, delivering real-time wallet intelligence powered by decoded logs, native transfers, and AI-driven graph analysis.
It’s the most advanced wallet-insight system we’ve built and the foundation of a smarter on-chain future.

Wallet Lens unifies every major behavioural signal into a single model:
• ERC-20 & contract interactions
• Native token transfers
• Swaps & liquidity movements
• Historical patterns
• Relationship graphs
All stitched into one queryable intelligence layer.

Unlike explorers that just show “what happened,” GraphAI's Wallet Lens models show wallets behave.
GraphEngine maps every interaction as a connected graph, letting AI understand context, patterns, and intent behind movements.

You can now ask natural, conversational questions like:
• “Why did this wallet’s behaviour spike today?”
• “Which tokens is it accumulating?”
• “Which contracts does it use most?”
• “How has its activity changed recently?”
• “Based on the last 30 days, what’s its PnL?”
It’s intelligence, not dashboards.

Under the hood, Wallet Lens is powered by:
Allium decoded logs for clean event data
• Native transfer ingestion for full token visibility
• High-throughput pipelines for real-time updates
LangChain Deep Agent for multi-step behavioural reasoning
The first wallet-intelligence stack built natively for AI.

This unlocks powerful insights:
• Accumulation or distribution trends across recent activity.
• Shifts in the wallet’s transaction patterns over time.
• Emerging trends in the contracts or tokens it interacts with most.
• Recurring activity trends that reveal the wallet’s behavioural profile.
It’s alpha discovery, risk monitoring and behavioural analytics, unified.

Demand for wallet intelligence is exploding. Tools like Cielo proved the market wants readable, real-time behaviour data, but deterministic bots can only go so far.
Wallet Lens is the evolution: dynamic, contextual, natural-language understanding built on a graph-native AI engine.

With GraphEngine V1, wallets become living objects, behaviour becomes queryable, and alpha becomes conversational. This is the intelligence layer agents, dashboards, and autonomous systems will rely on.

A new chapter of wallet intelligence begins.

https://x.com/GraphAIOfficial/status/1995531129626263731
🔥3
Tomorrow, GraphEngine V1 launches.

A new chapter of AI-powered blockchain intelligence begins in just 1 day.

https://x.com/GraphAIOfficial/status/1995885675695014152
👏4
Media is too big
VIEW IN TELEGRAM
GraphEngine V1 is LIVE and it launches first on Base.
Starting today, anyone can query live onchain activity on Base using natural-language AI.
No SQL. No subgraph coding. Just ask and get structured, real-time intelligence.
This is the beginning of a new era for on-chain insight.

GraphEngine V1 turns Base into an AI-narrated blockchain, giving users instant visibility into:
• Token Flows
• Wallet Behaviour
• Liquidity Shifts
• DEX Activity
• Holder Movements
• Narrative-Driven Patterns
All delivered through intelligent, auto-built subgraphs.

V1 ships with a deeply upgraded architecture designed for the demands of Base’s hyper-active ecosystem:
Allium-powered decoded log ingestion
• High-throughput Kafka event streaming
• Real-time wallet + native transfer intelligence
• Multi-step AI reasoning via LangChain
GraphEngine is no longer just indexing, it’s leveraging the power of AI to think and reason on your behalf.

Wallet Lens is now live, giving a complete behavioural profile of any Base wallet:
• ERC20 Flows
• Native Transfers
• Interaction Patterns
• Time-Based Behaviour Analysis
It’s one of the most requested intelligence layers in Web3 and it launches day one on Base.

Token and DEX Lenses unlock deeper Base analytics:
• Track top Base tokens
• Analyse liquidity movement across Aerodrome & Uniswap
• Monitor launch dynamics
• Surface fee generation, volume spikes, and LP shifts
For traders, builders, and analysts. This is alpha in real time.

V1 also introduces the credit system, the foundation of GraphAI’s intelligence economy. Credits power all GraphEngine operations:
• Create Subgraphs
• Maintain Subgraphs
• Query
• Power Agentic Flows via MCP
Users purchase credits using $GAI, linking platform usage directly to token utility.

This matters because Base is rapidly becoming the hub of autonomous agents, real-time analytics, and AI-powered finance. As agents evolve, query volume doesn’t grow linearly, it grows exponentially.
GraphEngine V1 is built to handle that future.

And while Base is the first chain, it won’t be the last. The new ingestion pipeline is designed for fast multi-chain expansion, historical backfilling, cross-chain analytics, and richer AI-reasoning across ecosystems.
Base gets the first-mover advantage. The multi-chain network comes next.

Upcoming releases after V1 will expand capabilities even further:
• Historical Data Backfill
• Expanded Lens Catalogue
• External (off-chain) Data Enrichment
• Multi-Chain Ingestion
• GraphPools, enabling creators to tokenise and monetise intelligence
V1 is the ignition point, not the destination.

GraphEngine V1 is now live. Base users now have a powerful, AI-native way to understand what’s happening onchain, as it happens. A new realm of access, insight, and opportunity opens today.

Welcome to the next generation of on-chain intelligence.

https://x.com/GraphAIOfficial/status/1996230434624279010
6🔥2👏2
GraphEngine V1 Go-Live is exciting and a major milestone, but what comes next is even bigger.

Our enterprise partners matter just as much. Think PayFi. Think stablecoins.
A new class of on-chain reporting, intelligence and automation is on the way.

More details soon.

https://x.com/GraphAIOfficial/status/1996992705633964345
🔥32
Three days into launch and GraphEngine V1 has crossed 500+ queries.

Your free credits are live. Now’s the perfect time to test subgraphs, wallet insights, and natural language queries.

We’ll soon enter the paid-credit phase where the GraphAI revenue loop activates.

https://x.com/GraphAIOfficial/status/1997346851083722847
🔥4
A huge week comes to a close. GraphEngine V1 is live, queries are flowing, Wallet Lens is active, and real on-chain intelligence is now in the hands of builders.

Thank you to everyone who showed up, tested, pushed, and supported.

This is only the beginning. Next week we’ll share how GraphAI is stepping deeper into the payments and stablecoin ecosystem, bringing real-time analytics and transaction flow intelligence to an entirely new frontier.

Stay Tuned.

https://x.com/GraphAIOfficial/status/1997706012359536958
👏4
GraphAI DevLog 16 – Decoding the Agent.

Over the last two weeks, GraphEngine took the critical step from powerful beta to enterprise-ready infrastructure. Our focus was on enhancing AI transparency, guaranteeing data fidelity for financial reporting, and launching the foundational on-chain payment system for V1.

Here’s what landed:

Transparent Reasoning: Agents now show their work (tool calls and logic) during complex queries, making insights faster, verifiable, and building user trust.

Wallet Fidelity Locked: Reconstructed missing swap events and guaranteed multi-wallet reliability for 100% accurate P&L and financial behavioral analysis.

On-Chain Revenue Pipeline: Launched the full subnoscription tier structure and a robust, secure on-chain payment system, moving V1 into a monetized environment.

Historical Data Foundation: Completed core analysis and documentation for Allium backfill, laying the essential groundwork for full, multi-year chain history intelligence.

Enterprise Readiness: Implemented key compliance safeguards (AI Warning Banner, ToS) and foundational cost analytics to manage sustainable scaling.

These upgrades establish GraphAI as the intelligence layer with guaranteed data fidelity, a scalable economic engine, and the auditable foundation required for institutional adoption. Expect faster insights and a robust $GAI-powered platform.

🔗 Full DevLog: https://medium.com/@graphAI.tech/decoding-the-agent-bb8aa0c33f19?postPublishedType=initial

https://x.com/GraphAIOfficial/status/1998065141401719107
4👏2
This media is not supported in your browser
VIEW IN TELEGRAM
It’s Official: GraphAI joins the Circle Alliance Program!

Official Link & Partner Listing: https://partners.circle.com/partner/graphai

As trillions in value move across the transparent rails of USDC and the emerging PayFi ecosystem, the missing piece is intelligence. GraphAI fills that gap, transforming raw stablecoin activity into real-time knowledge graphs for enterprise AI systems.

We are building the brain for the next generation of digital payments. Here’s why this alliance matters.

This alliance opens the door for GraphAI to bring AI-native intelligence to the financial rails of tomorrow. Our knowledge-graph engine will directly power critical enterprise use cases:

Automated Reconciliation:
Turning hours of manual accounting into seconds of AI intelligence.

Treasury Optimization:
Real-time monitoring of risk, liquidity, and cross-chain movement.

Compliance & Reporting:
Providing the auditable context needed for business intelligence and regulatory oversight.

The scale is massive. Stablecoin transaction volume is already rivaling major card networks. As this segment explodes, the demand for AI-native analysis and reconciliation will trigger a huge query surge on GraphEngine. This exponential growth directly fuels the $GAI credit economy and reinforces our position as core financial infrastructure.

Stablecoins are becoming the settlement layer of the internet. By aligning with Circle, GraphAI ensures that massive shift is powered by deep, verifiable, AI-native insight.

This is how an AI protocol becomes essential financial infrastructure.

https://x.com/GraphAIOfficial/status/1998423355192684664
🔥4
Stablecoins are becoming the backbone of global commerce, but settlement alone isn’t enough. The future needs intelligence.

With GraphAI now joining the Circle Alliance Program, we’re stepping into the center of the PayFi ecosystem, where real-time reporting, flow analytics, compliance reasoning, and treasury automation become mission-critical for enterprises.

This article outlines what’s changing and why GraphAI is poised to power the intelligence layer of digital money.

🔗 Article Link: https://medium.com/@graphAI.tech/beyond-settlement-22b32a1c8f3d?postPublishedType=initial

https://x.com/i/status/1998785444658708569
2👍2🔥2
GraphEngine V1 is over a week live and the first signs of the intelligence economy are here.

Paid credits in $GAI are now flowing, accumulation has begun, and the flywheel is turning.
Long-term value creation starts with real usage and this is step one.

https://x.com/i/status/2000115729417556062
🔥3
GraphAI Bi-Weekly Recap

Here's everything we shipped and announced across GraphAI, GraphEngine, and our growing intelligence ecosystem over the past two weeks.

Product Spotlight – Wallet Lens
GraphEngine’s first full wallet intelligence module is now live.
Wallet Lens delivers real-time insights powered by decoded logs, native transfers, and AI-driven graph analysis, providing a new level of transparency into wallet behavior.
🔗https://x.com/GraphAIOfficial/status/1995531129626263731

GraphEngine V1 is LIVE - First on Base
No SQL. No subgraph coding. Just ask.
GraphEngine V1 is officially live and launching first on Base, enabling anyone to query live on-chain activity in natural language.
🔗https://x.com/GraphAIOfficial/status/1996230434624279010

Ecosystem Highlight with Base
We’re grateful to the @base team for powering the next phase of on-chain AI.
Together, we're building the foundation for AI-native infrastructure.
🔗https://x.com/GraphAIOfficial/status/1997097381268279712

DevLog 16 – Decoding the Agent
Over the past two weeks, we made major progress toward enterprise-grade infrastructure.
Highlights include:
- Transparent Reasoning for agent outputs
- Improved Wallet Fidelity for reliable financial analysis
- On-Chain Revenue System with full subnoscription support
- Historical Backfill Foundations for long-term data access
- Enterprise Readiness via AI disclaimers, compliance, and cost controls
GraphAI is now equipped for institutional-grade transparency, fidelity, and monetisation.
🔗https://x.com/GraphAIOfficial/status/1998065141401719107

GraphAI Joins the Circle Alliance
We’ve joined the Circle Alliance Program, a global network building the next wave of USDC-powered on-chain apps.
Looking forward to driving new possibilities at the intersection of stablecoins and real-time intelligence.
🔗https://x.com/GraphAIOfficial/status/1999007523852935491

Beyond Settlement – Why GraphAI Powers the Intelligence Layer
Stablecoins solved transfer. The next frontier is insight.
Our latest article explains how GraphAI brings real-time reporting, treasury automation, and compliance intelligence to the heart of PayFi.
🔗https://x.com/GraphAIOfficial/status/1999008286734221751

Intelligence Economy Activated
GraphEngine V1 is officially generating revenue.
Since launch:
- 1.5k+ Queries executed.
- 38 Account interactions.
- 24,000+ $GAI accumulated in protocol treasury.
The usage → credit → $GAI loop has begun.
Real value. Real burn. Real feedback.
🔗https://x.com/GraphAIOfficial/status/2000115729417556062

What’s Coming Next Week

Flywheel Deep Dive
A full breakdown of how credits, treasury accumulation, subgraph rewards, and $GAI burns form the new value engine behind GraphAI.

Platform Case Study Series
Real examples of GraphEngine tech in action, showcasing impact, use cases, and developer success.

Historical Data Backfill Launch
Subgraphs will soon support full-chain history, unlocking P&L analysis, behavioral modeling, and time-series intelligence.

Road to GraphPools
We’ll share what’s next as we move toward collaborative, composable subgraph funding through GraphPools.

A massive two weeks and we’re only just getting started. The $GAI intelligence economy is live, and momentum is accelerating.

Stay tuned.

https://x.com/GraphAIOfficial/status/2000237185266860355
GraphAI Spaces #9

GraphEngine V1: Live, Scaling & Monetising On-Chain Intelligence

Thu, 18th Dec | 4PM UTC

Join the GraphAI team as we break down what’s live in V1, how the intelligence economy works, and what’s coming next.

Speakers: Anis, Akhil, Mridul
Host: T

Set your reminders!!

https://x.com/i/spaces/1BdxYZOQqpQKX

https://x.com/i/status/2000596719885582692
2
An Overview of GraphAI’s Usage-Driven Token Utility
We recently shared our first full GraphEngine usage metrics. Queries processed, user interactions, and $GAI accumulated since paid credits went live.
These numbers aren’t arbitrary stats; they are direct inputs into GraphEngine’s economic design and the $GAI token mechanics.

EVERY ACTION CREATES BUY PRESSURE
Every meaningful interaction on GraphEngine requires credits, and credits are purchased using $GAI. Queries, Wallet Lens, agents, intelligence workflows; all of it now translates directly into token demand.
Usage is no longer abstract. It’s economic.

DEMAND IS CAPTURED, NOT LEAKED
When credits are purchased, $GAI flows directly into the protocol treasury. It doesn’t get recycled, diluted, or farmed away, it’s captured at the core.
This is infrastructure designed to retain value, not bleed it.

TOKEN BURNS, DEFLATION, APPLIED WITH INTENT
From the treasury, $GAI is periodically burned at moments the team deems most effective. Each burn permanently reduces circulating supply and concentrates value back to holders.
As usage scales, the impact of these burns compounds.

BUILDERS ARE PAID FOR REAL IMPACT
Subgraph creators earn when their work is actually used. If your intelligence powers queries, you get rewarded proportional to real activity.
No hype incentives. No vanity metrics. Just usage-driven revenue.

A TREASURY BUILT TO EXPAND DEMAND
Treasury-held $GAI also forms a reserve for ecosystem growth. These funds support builders, integrations, incentives, and initiatives that bring in more users and more usage.
Growth is funded by demand, not dilution.

A SELF-REINFORCING MACHINE
Usage drives credit purchases. Credit purchases accumulate $GAI. That $GAI is burned, distributed to contributors, or reinvested to grow the network, pulling in even more demand.
This is a compounding flywheel, not a one-off moment.

THIS IS JUST THE START
The flywheel is no longer theoretical. It’s live and turning. Credits are being purchased, $GAI is accumulating, and GraphEngine V1 is doing exactly what it was designed to do.
This is what happens when intelligence becomes infrastructure.

https://x.com/GraphAIOfficial/status/2000959996063015397
4
A reminder to our community.

We’ll be hosting our next Spaces tomorrow at 4PM UTC. The team will walk through the progress behind GraphEngine V1, how real usage is now translating into $GAI utility, and how we’re driving value back into the ecosystem through the platform.

We’ll also share early insight into an upcoming builder-focused initiative designed to support teams building real applications on GraphEngine, from wallet analytics and trading intelligence to PayFi and onchain automation. This program is aimed at turning developer effort into sustained usage and long-term ecosystem growth.

Set the reminder and tune in.
https://x.com/i/spaces/1BdxYZOQqpQKX

https://x.com/i/status/2001324196455170286
4
We’re LIVE.

Join the conversation, as we we break down what’s live in V1, how the intelligence economy works, and what’s coming next.

https://x.com/i/spaces/1BdxYZOQqpQKX

https://x.com/GraphAIOfficial/status/2001683811038552457
🔥2