Victoria d’Este
Revealed: Might 26, 2025 at 10:38 am Up to date: Might 26, 2025 at 10:38 am

Edited and fact-checked:
Might 26, 2025 at 10:38 am
In Transient
Marta Adamczyk discusses SubQuery’s efficiency hole between Web2 and Web3, its Shopper Reward Program, decentralization of RPC providers, and the way forward for autonomous AI and open-source instruments.
Marta Adamczyk, Head of Enterprise Growth and DevRel at SubQuery, has spent almost a decade in Web3. On this interview, she shares how SubQuery is bridging the efficiency hole between Web2 and Web3 by way of highly effective indexing options, multi-chain assist, and AI integration.
Marta additionally unveils SubQuery’s bold Shopper Reward Program, discusses the decentralization of RPC providers, and affords a forward-looking view on how autonomous AI and open-source instruments are reshaping the way forward for knowledge entry, privateness, and developer expertise within the decentralized internet.
Are you able to inform us about your journey into Web3?
I’ve been within the Web3 house for about ten years. I used to be drawn to know-how and the chance to alter the established order. It felt like an avant-garde motion, one thing that might actually enhance the world.
On the time, I used to be additionally altering my profession path—from being a gross sales and digital advertising and marketing supervisor to turning into a developer. I acquired unbelievable assist from the developer group, which amazed me. I come from an instructional background, which was extra aggressive and fewer open, so the distinction was hanging.
I’ve been with SubQuery for 3 years, although it seems like a decade given the crypto tempo. I’m Head of Enterprise Growth and Developer Relations. It’s a job that mixes my gross sales, advertising and marketing, and tech expertise completely.
SubQuery invests closely in broad Web3 training, not simply selling our personal merchandise however educating about indexing, blockchain knowledge, and extra. I lead partnerships and assist builders of their journeys.
How is the rise in blockchain adoption throughout industries influencing demand for knowledge indexing?
Information is gold—all the time has been. As blockchain ecosystems develop, the quantity of knowledge will increase enormously. That makes indexing essential. If Web3 apps need to match the efficiency of Web2, they want quick, dependable entry to knowledge.
Indexers like SubQuery bridge that hole. We allow builders to give attention to constructing nice merchandise as an alternative of losing time managing knowledge entry. There are millions of blockchains now, every with its personal ecosystem. Indexing helps unify this fragmented house.
What measures has SubQuery applied to make sure scalability and efficiency?
We give attention to developer success. Our device is open-source, extremely customizable, and really versatile. Options like indexing, rewind, and multi-chain assist let builders scale simply and adapt to altering wants.
Our indexer helps EVM and non-EVM chains alike. We permit knowledge to be queried from a number of blockchains by way of a single API. It’s not flashy, nevertheless it saves time and improves the developer expertise massively.
Efficiency is all the time a precedence. We’re about 4 occasions quicker than The Graph, and we assist almost 300 networks, together with EVM, Solana, Avalanche, Polkadot, Cosmos, Stellar, Flare, and extra.
Inform us about SubQuery’s AI software framework and the way it helps open-source AI.
Our focus is on merging AI and blockchain knowledge. We’re constructing instruments so AI brokers can’t solely entry but in addition perceive blockchain knowledge. We’re additionally integrating with Telegram and Discord, and dealing on governance instruments that use AI brokers to assist customers keep knowledgeable and engaged.
There’s extra coming—count on new tasks combining AI and Web3 quickly.
How does SubQuery’s decentralized RPC service provide an alternative choice to centralized suppliers?
RPCs are the gateway to blockchain. At the moment, a handful of corporations management most RPC entry, which contradicts our values of decentralization. With SubQuery, we use a decentralized community of node operators world wide. This improves latency and resilience, avoids single factors of failure, and spreads management.
What are the important thing options of SubQuery’s open-source SDK?
The SDK lets builders entry blockchain knowledge effectively. Consider it as Google for blockchain. You possibly can index solely what you want—pockets historical past, DAO proposals, and so forth—with out indexing your entire blockchain.
We assist multi-chain indexing and even non-deterministic indexing, which suggests you may combine off-chain and on-chain knowledge. For instance, you may enrich on-chain swap knowledge with CoinGecko worth predictions in the identical database.
It’s extraordinarily versatile and developer-friendly.
What influence may SubQuery’s decentralized AI providers have on knowledge privateness and person autonomy?
Information is energy. At the moment, most AI fashions are hosted by only a few corporations. We need to keep away from monopolies and make sure that knowledge utilized by AI stays decentralized and accessible. This protects privateness and mental work—issues like theses, enterprise plans, and private analysis. We consider in a freer, extra numerous AI panorama.
Are you able to elaborate on SubQuery’s new Shopper Reward Program?
That is our greatest marketing campaign but. It launched on Might 1 and it runs for 12 months. We’re allocating 60 million $SQT to reward knowledge shoppers who use the SubQuery Community to host their indexers. Those that be a part of the programme early stand to realize probably the most. Prime customers can earn as much as 900% APY.
You possibly can host SubQuery tasks on our community and even SubGraph tasks with out migration. We need to reward early adopters and develop the ecosystem collectively.
What’s subsequent on SubQuery’s roadmap?
We’re targeted on scaling the community, bettering the SQT token mannequin, and supporting node operators. We need to decentralize governance by way of the SubQuery Basis and increase to 400+ networks—most just lately, we’ve launched indexing assist for Solana.
In AI, we’re engaged on higher deployment instruments and Discord/Telegram integration. We additionally purpose to assist GraphQL subscriptions and enhance multi-chain indexing to make the developer expertise as easy as single-chain indexing.
We’ll additionally attend many occasions this yr to attach with companions and customers face-to-face.
How do you suppose autonomous AI will rework industries within the subsequent yr?
It’s already remodeling our lives and work. AI brokers assist me every day, and Web3 tasks are constructing thrilling instruments. I feel we’re underestimating the potential. AI will increase what we’re able to, particularly with data-heavy work. It can enhance adoption and improve each person and developer expertise in Web3. SubQuery is taking an AI-first method, and a part of our roadmap is to include AI into all the things we do—this includes a number of cool merchandise and options to be revealed quickly.
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About The Writer
Victoria is a author on a wide range of know-how matters together with Web3.0, AI and cryptocurrencies. Her intensive expertise permits her to put in writing insightful articles for the broader viewers.
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Victoria d’Este
Victoria is a author on a wide range of know-how matters together with Web3.0, AI and cryptocurrencies. Her intensive expertise permits her to put in writing insightful articles for the broader viewers.