GraphAI – Month Four Recap
October marked a defining step for GraphAI as we moved toward the public launch of GraphEngine V1 - scaling across chains, deepening automation, and giving users more powerful tools to build and monetize real-time blockchain intelligence.
Core Development & Platform Progress
• Allium Integration - GraphEngine now ingests fully decoded, multi-chain data streams for real-time, scalable, and context-rich intelligence.
• DEX Lens - Live in Closed Beta, tracking liquidity, volume, and yields across Aerodrome, Uniswap, and other Base DEXs.
• My Subgraphs Dashboard - Creators can now manage, edit, and resubmit subgraphs in one unified workspace.
• Privacy Controls & Profiles - Subgraphs can be private or public; profiles now feature X and GitHub integration.
• GraphAI Widget & Bots - New embeddable widget and chat bots bring GraphAI intelligence to websites and very soon also to Telegram and Discord.
Integrations and Ecosystem Growth
• GraphAI × Allium – Delivering real-time, multi-chain decoded data ingestion for faster scalability and cleaner, context-rich AI outputs.
• GraphAI × x402 – Introducing micropayment-based, pay-per-query access to intelligence for frictionless monetization and real-time settlement.
• GraphAI × Mute – Powering private DeFi analytics for Mute’s cross-chain Privacy AI Agent.
• GraphAI × Phala Network – Enabling privacy-first computing through Confidential VMs for verifiable, secure execution.
• GraphAI × AI Rocket – Building self-aware market ecosystems where tokens adapt and react intelligently in real time.
Community and Ecosystem Expansion
• Demo 3 showcased MCP integration with Claude’s Opus 4.1, connecting GraphEngine subgraphs directly to LLM reasoning systems.
• Continued publication of DevLogs sharing detailed engineering progress and insights.
• Expanded community channels and developer engagement through social integrations, chatbots, and GitBook documentation.
• Introduced GraphPools which will allow users to co-own AI intelligence through $GAI-backed, tokenised subgraph collections that turn data into liquid, revenue-generating assets.
Looking Ahead to November
• GraphEngine V1 Public Launch
• Full rollout of the Allium-powered multi-chain ingestion pipeline
• Launch of new GraphAI Lenses expanding DeFi and wallet analytics
• Introduction of external data streams including pricing and sentiment feeds
• Public subgraph deployment and query-based $GAI revenue generation
• Announcements of new strategic partnerships and integrations across top Web3 and AI infrastructure projects
https://x.com/GraphAIOfficial/status/1984653398218850364
October marked a defining step for GraphAI as we moved toward the public launch of GraphEngine V1 - scaling across chains, deepening automation, and giving users more powerful tools to build and monetize real-time blockchain intelligence.
Core Development & Platform Progress
• Allium Integration - GraphEngine now ingests fully decoded, multi-chain data streams for real-time, scalable, and context-rich intelligence.
• DEX Lens - Live in Closed Beta, tracking liquidity, volume, and yields across Aerodrome, Uniswap, and other Base DEXs.
• My Subgraphs Dashboard - Creators can now manage, edit, and resubmit subgraphs in one unified workspace.
• Privacy Controls & Profiles - Subgraphs can be private or public; profiles now feature X and GitHub integration.
• GraphAI Widget & Bots - New embeddable widget and chat bots bring GraphAI intelligence to websites and very soon also to Telegram and Discord.
Integrations and Ecosystem Growth
• GraphAI × Allium – Delivering real-time, multi-chain decoded data ingestion for faster scalability and cleaner, context-rich AI outputs.
• GraphAI × x402 – Introducing micropayment-based, pay-per-query access to intelligence for frictionless monetization and real-time settlement.
• GraphAI × Mute – Powering private DeFi analytics for Mute’s cross-chain Privacy AI Agent.
• GraphAI × Phala Network – Enabling privacy-first computing through Confidential VMs for verifiable, secure execution.
• GraphAI × AI Rocket – Building self-aware market ecosystems where tokens adapt and react intelligently in real time.
Community and Ecosystem Expansion
• Demo 3 showcased MCP integration with Claude’s Opus 4.1, connecting GraphEngine subgraphs directly to LLM reasoning systems.
• Continued publication of DevLogs sharing detailed engineering progress and insights.
• Expanded community channels and developer engagement through social integrations, chatbots, and GitBook documentation.
• Introduced GraphPools which will allow users to co-own AI intelligence through $GAI-backed, tokenised subgraph collections that turn data into liquid, revenue-generating assets.
Looking Ahead to November
• GraphEngine V1 Public Launch
• Full rollout of the Allium-powered multi-chain ingestion pipeline
• Launch of new GraphAI Lenses expanding DeFi and wallet analytics
• Introduction of external data streams including pricing and sentiment feeds
• Public subgraph deployment and query-based $GAI revenue generation
• Announcements of new strategic partnerships and integrations across top Web3 and AI infrastructure projects
https://x.com/GraphAIOfficial/status/1984653398218850364
❤3
GraphAI Spaces #8:
From Subgraphs to Superintelligence - ASI:One Integration
Wed, 5th Nov | 4PM UTC
Join us LIVE with our special guests Fetch ai - diving into how GraphAI and ASI:One are building toward the next era of autonomous, intelligent systems.
Topics include:
🔹 The ASI:One × GraphAI integration
🔹 Live AI reasoning & real-time data intelligence
🔹 The path from subgraphs to superintelligence
Set your reminders!!
https://x.com/i/spaces/1LyxBXOWkAyGN
https://x.com/GraphAIOfficial/status/1985019596764831799
From Subgraphs to Superintelligence - ASI:One Integration
Wed, 5th Nov | 4PM UTC
Join us LIVE with our special guests Fetch ai - diving into how GraphAI and ASI:One are building toward the next era of autonomous, intelligent systems.
Topics include:
🔹 The ASI:One × GraphAI integration
🔹 Live AI reasoning & real-time data intelligence
🔹 The path from subgraphs to superintelligence
Set your reminders!!
https://x.com/i/spaces/1LyxBXOWkAyGN
https://x.com/GraphAIOfficial/status/1985019596764831799
❤1
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VIEW IN TELEGRAM
Charts tell you what happened. We care about what’s happening.
GraphEngine: observe, validate, automate.
https://x.com/GraphAIOfficial/status/1985346843694493777
GraphEngine: observe, validate, automate.
https://x.com/GraphAIOfficial/status/1985346843694493777
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Spotlight Feature: User Profiles - Powering Identity in GraphAI
Creators can now build User Profiles in GraphAI, complete with optional bios, handles, and linked X (Twitter) or GitHub accounts.
Profiles give every subgraph a visible creator, adding authenticity and discoverability while remaining fully optional for privacy-conscious users.
These profiles will play a key role in GraphPools, where verified creators and curators can build reputations, attract backers, and share in data-driven rewards.
Now live in GraphEngine Closed Beta. Set up your profile, link your socials, and start building your identity in the AI data economy.
https://x.com/GraphAIOfficial/status/1985738635074027591
Creators can now build User Profiles in GraphAI, complete with optional bios, handles, and linked X (Twitter) or GitHub accounts.
Profiles give every subgraph a visible creator, adding authenticity and discoverability while remaining fully optional for privacy-conscious users.
These profiles will play a key role in GraphPools, where verified creators and curators can build reputations, attract backers, and share in data-driven rewards.
Now live in GraphEngine Closed Beta. Set up your profile, link your socials, and start building your identity in the AI data economy.
https://x.com/GraphAIOfficial/status/1985738635074027591
X (formerly Twitter)
GraphAI (@GraphAIOfficial) on X
Spotlight Feature: User Profiles - Powering Identity in GraphAI
Creators can now build User Profiles in GraphAI - complete with optional bios, handles, and linked X (Twitter) or GitHub accounts.
Profiles give every subgraph a visible creator, adding authenticity…
Creators can now build User Profiles in GraphAI - complete with optional bios, handles, and linked X (Twitter) or GitHub accounts.
Profiles give every subgraph a visible creator, adding authenticity…
❤2
We’re LIVE.
Join the conversation with Fetch_ai as we dive into the future of AI × On-chain Intelligence with the ASI:One integration.
https://x.com/i/spaces/1LyxBXOWkAyGN
https://x.com/GraphAIOfficial/status/1986101305958609202
Join the conversation with Fetch_ai as we dive into the future of AI × On-chain Intelligence with the ASI:One integration.
https://x.com/i/spaces/1LyxBXOWkAyGN
https://x.com/GraphAIOfficial/status/1986101305958609202
❤1
As part of GraphAI’s transition to the new Allium-powered data ingestion model, all existing subgraphs will be cleared within the next 12 hours.
This reset ensures full compatibility with our upgraded, multi-chain infrastructure and cleaner, decoded event streams leading up to the launch of GraphEngine V1.
Please back up any essential configurations before the migration completes.
https://x.com/GraphAIOfficial/status/1987898121926709528
This reset ensures full compatibility with our upgraded, multi-chain infrastructure and cleaner, decoded event streams leading up to the launch of GraphEngine V1.
Please back up any essential configurations before the migration completes.
https://x.com/GraphAIOfficial/status/1987898121926709528
X (formerly Twitter)
GraphAI (@GraphAIOfficial) on X
As part of GraphAI’s transition to the new @AlliumLabs-powered data ingestion model, all existing subgraphs will be cleared within the next 12 hours.
This reset ensures full compatibility with our upgraded, multi-chain infrastructure and cleaner, decoded…
This reset ensures full compatibility with our upgraded, multi-chain infrastructure and cleaner, decoded…
👏1
GraphAI DevLog 14 – Wallet Intelligence & Web3-Scale Ingestion
Over the past two weeks, GraphEngine has shifted from “just fast” to truly scale-ready and wallet-aware. The focus has been on fully activating our Allium-powered ingestion, building the foundations for Wallet Lens, and hardening the pipelines that will carry multi-chain data into AI at production scale.
✅ Allium Decoded Logs – All subgraphs now consume clean, pre-decoded blockchain events, simplifying ingestion and unlocking reliable multi-chain and historical analysis.
✅ Native Transfers Ingestion – A new service tracks ETH and other native token transfers, giving us the full financial story behind every monitored wallet.
✅ Wallet Lens – We kicked off and tested Wallet Lens on Base, transforming raw addresses into unified views of ERC20 activity and wallet behaviour.
✅ High-Throughput SQS Pipeline – Parallel workers, smarter caching and I/O optimisation now let GraphEngine process hundreds of events per second with minimal lag.
✅ Chat Integrations Page – A new hub makes it easy to connect GraphAI to Telegram, Discord and custom sites so users can query subgraphs where they already are.
✅ Centralised Logging & Observability – CloudWatch logging across EC2 instances gives deep visibility into ingestion and processing, making debugging and scaling far more predictable.
With these upgrades, GraphEngine is evolving into a high-throughput, wallet-native, multi-chain data engine – built to power the next wave of AI agents, analytics and applications. All in preparation of our upcoming GraphEngine v1 launch.
🔗 Full DevLog: https://medium.com/@graphAI.tech/wallet-intelligence-and-web3-scale-ingestion-5115b15f3354
https://x.com/GraphAIOfficial/status/1987965986713317603
Over the past two weeks, GraphEngine has shifted from “just fast” to truly scale-ready and wallet-aware. The focus has been on fully activating our Allium-powered ingestion, building the foundations for Wallet Lens, and hardening the pipelines that will carry multi-chain data into AI at production scale.
✅ Allium Decoded Logs – All subgraphs now consume clean, pre-decoded blockchain events, simplifying ingestion and unlocking reliable multi-chain and historical analysis.
✅ Native Transfers Ingestion – A new service tracks ETH and other native token transfers, giving us the full financial story behind every monitored wallet.
✅ Wallet Lens – We kicked off and tested Wallet Lens on Base, transforming raw addresses into unified views of ERC20 activity and wallet behaviour.
✅ High-Throughput SQS Pipeline – Parallel workers, smarter caching and I/O optimisation now let GraphEngine process hundreds of events per second with minimal lag.
✅ Chat Integrations Page – A new hub makes it easy to connect GraphAI to Telegram, Discord and custom sites so users can query subgraphs where they already are.
✅ Centralised Logging & Observability – CloudWatch logging across EC2 instances gives deep visibility into ingestion and processing, making debugging and scaling far more predictable.
With these upgrades, GraphEngine is evolving into a high-throughput, wallet-native, multi-chain data engine – built to power the next wave of AI agents, analytics and applications. All in preparation of our upcoming GraphEngine v1 launch.
🔗 Full DevLog: https://medium.com/@graphAI.tech/wallet-intelligence-and-web3-scale-ingestion-5115b15f3354
https://x.com/GraphAIOfficial/status/1987965986713317603
👏1
GraphEngine Closed Beta Is Ending – V1 Is Next
GraphEngine Closed Beta will officially close this Friday 14th November. Since launch, it’s helped us battle-test infrastructure, refine ingestion, and understand how users really interact with AI-ready subgraphs.
From here, the team’s full focus shifts to preparing the GraphEngine v1 public release: polishing UX, fixing bugs, stabilising around the new data model, and getting the platform ready for scale.
Thank you to every Beta user who tested, broke things, and shared feedback - you’ve directly shaped what comes next.
https://x.com/GraphAIOfficial/status/1988321025067815076
GraphEngine Closed Beta will officially close this Friday 14th November. Since launch, it’s helped us battle-test infrastructure, refine ingestion, and understand how users really interact with AI-ready subgraphs.
From here, the team’s full focus shifts to preparing the GraphEngine v1 public release: polishing UX, fixing bugs, stabilising around the new data model, and getting the platform ready for scale.
Thank you to every Beta user who tested, broke things, and shared feedback - you’ve directly shaped what comes next.
https://x.com/GraphAIOfficial/status/1988321025067815076
👏1
Phase 2 Begins - The Next Chapter of GraphAI
Tomorrow marks the official end of GraphEngine Closed Beta - a chapter that’s been invaluable in shaping everything that comes next. The insights, stress tests, and user feedback gathered have sharpened every layer of the system, setting the stage for something far bigger.
GraphEngine V1 isn’t just a new version - it’s a re-engineered foundation. The upgrade brings a fully optimized Allium-based ingestion pipeline, an intelligent agentic query model, expanded Lenses, and an integrated payments and credits system powered by $GAI. Together, these create a faster, smarter, and more autonomous engine for real-time on-chain intelligence.
The official V1 launch date will be announced next week - and it will mark a major inflection point. From this release onward, GraphEngine transitions from experimental to operational, opening the door for developers, analysts, and agents to build with production-grade AI-driven data.
But V1 is just the beginning. In the weeks that follow, new capabilities will roll out rapidly - including historical data backfilling, external data enrichment, and multi-chain support, expanding GraphAI’s reach and depth across ecosystems.
For the $GAI token, this evolution is transformative. GraphEngine moves from a freemium beta into a live, revenue-driven model, where every query and subgraph transaction feeds directly back into the token economy. This sets the stage for GraphPools, where subgraph curators and creators will share directly in the value their intelligence generates.
Phase 2 is where everything converges - advanced infrastructure, real utility, and a token economy tied to actual usage. The next era of GraphAI is about to begin, more powerful, more connected, and more rewarding for every user and holder.
Stay tuned. The launch of GraphEngine V1 is closer than ever.
https://x.com/GraphAIOfficial/status/1989020740558217615
Tomorrow marks the official end of GraphEngine Closed Beta - a chapter that’s been invaluable in shaping everything that comes next. The insights, stress tests, and user feedback gathered have sharpened every layer of the system, setting the stage for something far bigger.
GraphEngine V1 isn’t just a new version - it’s a re-engineered foundation. The upgrade brings a fully optimized Allium-based ingestion pipeline, an intelligent agentic query model, expanded Lenses, and an integrated payments and credits system powered by $GAI. Together, these create a faster, smarter, and more autonomous engine for real-time on-chain intelligence.
The official V1 launch date will be announced next week - and it will mark a major inflection point. From this release onward, GraphEngine transitions from experimental to operational, opening the door for developers, analysts, and agents to build with production-grade AI-driven data.
But V1 is just the beginning. In the weeks that follow, new capabilities will roll out rapidly - including historical data backfilling, external data enrichment, and multi-chain support, expanding GraphAI’s reach and depth across ecosystems.
For the $GAI token, this evolution is transformative. GraphEngine moves from a freemium beta into a live, revenue-driven model, where every query and subgraph transaction feeds directly back into the token economy. This sets the stage for GraphPools, where subgraph curators and creators will share directly in the value their intelligence generates.
Phase 2 is where everything converges - advanced infrastructure, real utility, and a token economy tied to actual usage. The next era of GraphAI is about to begin, more powerful, more connected, and more rewarding for every user and holder.
Stay tuned. The launch of GraphEngine V1 is closer than ever.
https://x.com/GraphAIOfficial/status/1989020740558217615
X (formerly Twitter)
GraphAI (@GraphAIOfficial) on X
Phase 2 Begins - The Next Chapter of GraphAI
Tomorrow marks the official end of GraphEngine Closed Beta, a chapter that’s been invaluable in shaping everything that comes next. The insights, stress tests, and user feedback gathered have sharpened every layer…
Tomorrow marks the official end of GraphEngine Closed Beta, a chapter that’s been invaluable in shaping everything that comes next. The insights, stress tests, and user feedback gathered have sharpened every layer…
👏1
GraphEngine Closed Beta Has Ended.
Phase 2 Commencing.
Thank you to everyone who joined us during the GraphEngine Closed Beta.
Your feedback and insights have been instrumental in shaping what comes next.
The beta period is now complete, and the dev team is hard at work polishing, optimizing, and preparing for the GraphEngine V1 public launch. A major step forward for the platform and the $GAI ecosystem.
Phase 2 begins now. Stay tuned for more details next week.
https://x.com/GraphAIOfficial/status/1989393595888275664
Phase 2 Commencing.
Thank you to everyone who joined us during the GraphEngine Closed Beta.
Your feedback and insights have been instrumental in shaping what comes next.
The beta period is now complete, and the dev team is hard at work polishing, optimizing, and preparing for the GraphEngine V1 public launch. A major step forward for the platform and the $GAI ecosystem.
Phase 2 begins now. Stay tuned for more details next week.
https://x.com/GraphAIOfficial/status/1989393595888275664
X (formerly Twitter)
GraphAI (@GraphAIOfficial) on X
GraphEngine Closed Beta Has Ended.
Phase 2 Commencing.
Thank you to everyone who joined us during the GraphEngine Closed Beta.
Your feedback and insights have been instrumental in shaping what comes next.
The beta period is now complete, and the dev…
Phase 2 Commencing.
Thank you to everyone who joined us during the GraphEngine Closed Beta.
Your feedback and insights have been instrumental in shaping what comes next.
The beta period is now complete, and the dev…
👏2
Revenue Is Coming to GraphEngine.
With the launch of GraphEngine V1, GraphAI moves from exploration to activation.
Every query, every subgraph, every insight now carries real economic value.
The era of AI-powered, onchain intelligence that earns is about to begin.
More details soon.
https://x.com/GraphAIOfficial/status/1990450073713700902
With the launch of GraphEngine V1, GraphAI moves from exploration to activation.
Every query, every subgraph, every insight now carries real economic value.
The era of AI-powered, onchain intelligence that earns is about to begin.
More details soon.
https://x.com/GraphAIOfficial/status/1990450073713700902
X (formerly Twitter)
GraphAI (@GraphAIOfficial) on X
Revenue Is Coming to GraphEngine.
With the launch of GraphEngine V1, GraphAI moves from exploration to activation.
Every query, every subgraph, every insight now carries real economic value.
The era of AI-powered, onchain intelligence that earns is about…
With the launch of GraphEngine V1, GraphAI moves from exploration to activation.
Every query, every subgraph, every insight now carries real economic value.
The era of AI-powered, onchain intelligence that earns is about…
👍2
Turning unstructured data into real-time, actionable intelligence.
https://x.com/GraphAIOfficial/status/1990855969216057356
https://x.com/GraphAIOfficial/status/1990855969216057356
🔥1
Beyond Beta: GraphEngine V1 Unleashed
GraphEngine is evolving from an experimental Closed Beta into a production-grade AI data engine — rebuilt for scale, speed, and revenue.
V1 brings:
• A new Allium-powered multi-chain ingestion architecture
• Faster, cleaner, decoded data streams
• Expanded Token, DEX & Wallet Lenses
• A live monetisation model using $GAI credits
• The foundation for GraphPools — tokenised intelligence with real yield
• Full preparation for cross-chain, historical data, and agentic workflows
This is the most significant upgrade in GraphAI’s history transforming us into a scalable, revenue-powered intelligence network for builders, traders, agents, and the entire Web3 AI ecosystem.
Dive deeper below 👇
Medium: https://medium.com/@graphAI.tech/beyond-beta-graphengine-v1-unleashed-29776411f189
X: https://x.com/GraphAIOfficial/status/1991237831671664935?s=20
GraphEngine is evolving from an experimental Closed Beta into a production-grade AI data engine — rebuilt for scale, speed, and revenue.
V1 brings:
• A new Allium-powered multi-chain ingestion architecture
• Faster, cleaner, decoded data streams
• Expanded Token, DEX & Wallet Lenses
• A live monetisation model using $GAI credits
• The foundation for GraphPools — tokenised intelligence with real yield
• Full preparation for cross-chain, historical data, and agentic workflows
This is the most significant upgrade in GraphAI’s history transforming us into a scalable, revenue-powered intelligence network for builders, traders, agents, and the entire Web3 AI ecosystem.
Dive deeper below 👇
Medium: https://medium.com/@graphAI.tech/beyond-beta-graphengine-v1-unleashed-29776411f189
X: https://x.com/GraphAIOfficial/status/1991237831671664935?s=20
🔥3
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
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
X (formerly Twitter)
GraphAI (@GraphAIOfficial) on X
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…
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…
👏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
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
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
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
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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
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
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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
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
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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
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
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