{"id":92829,"date":"2025-12-31T16:03:19","date_gmt":"2025-12-31T13:03:19","guid":{"rendered":"https:\/\/forklog.com\/en\/?p=92829"},"modified":"2026-01-08T08:55:31","modified_gmt":"2026-01-08T05:55:31","slug":"depin-after-the-boom-revenue-is-king-as-energy-and-ai-set-the-pace","status":"publish","type":"post","link":"https:\/\/forklog.com\/en\/depin-after-the-boom-revenue-is-king-as-energy-and-ai-set-the-pace\/","title":{"rendered":"DePIN&#8217;s New Phase: From Speculation to Sustainable Business Models"},"content":{"rendered":"<p>After a blowout 2024, the decentralised physical infrastructure (DePIN) sector failed to <a href=\"https:\/\/forklog.com\/en\/news\/distributed-energy-and-a-global-geodetic-network-what-lies-ahead-for-depin-in-2025\">replicate<\/a> its success. Stagnation deepened from the second half of 2025, in step with the broader industry.<\/p>\n<p>Despite a pullback in market capitalisation, notable structural shifts unfolded within the sector. Investors began favouring more mature teams capable of scaling products and generating revenue. The niche also drew impetus from more frequent outages at centralised providers such as Cloudflare, demand for training AI models and robots, and greater regulatory clarity.<\/p>\n<p>In a new report, ForkLog examined how companies are reshaping to lift profits and which DePIN lines could strengthen in 2026.<\/p>\n<h2 class=\"wp-block-heading\">Revenue is king<\/h2>\n<p>In 2024 the frenzy around DePIN stemmed from early successes, user-base growth and rising project-token prices. The sector also owed its popularity to AI, for which DePIN became an alternative source of capacity, offering <span data-descr=\"graphics processing unit\" class=\"old_tooltip\">GPU<\/span> compute and data generation. However, according to a <a href=\"https:\/\/messari.io\/report\/the-crypto-theses-2026#verified-onchain-depin-revenue-surpasses-dollar100-million-in-2026-72a517cb402b\">report<\/a> by Messari, in 2025 the segment lost about 56% of its value.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"580\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-7c5d9395a8108642-2401898510330678-1024x580.png\" alt=\"image\" class=\"wp-image-272904\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-7c5d9395a8108642-2401898510330678-1024x580.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-7c5d9395a8108642-2401898510330678-300x170.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-7c5d9395a8108642-2401898510330678-768x435.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-7c5d9395a8108642-2401898510330678.png 1530w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Top-10 DePIN tokens by market capitalisation (24.12.2025). Source: <a href=\"https:\/\/www.coingecko.com\/ru\/categories\/depin\" target=\"_blank\" rel=\"noopener\" title=\"\">CoinGecko<\/a>.<\/figcaption><\/figure>\n<p>The correction exposed weak spots in infrastructure firms and the shortcomings of valuing the industry using technical analysis and market capitalisation alone.<\/p>\n<p>Analytics anchored in speculative assets obscured fundamental changes in the sector. At the end of a good run, analysts boldly projected growth to $150m in 2025. In their words, \u201cso, probably, it did\u201d, but verifying the outcome is nearly impossible given business specifics and accounting sleights. Much of the revenue is tallied off-chain and bundled with services only tangentially related to DePIN.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"632\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-0c178880a8f0c351-2401898527367571-1024x632.png\" alt=\"image\" class=\"wp-image-272908\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-0c178880a8f0c351-2401898527367571-1024x632.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-0c178880a8f0c351-2401898527367571-300x185.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-0c178880a8f0c351-2401898527367571-768x474.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-0c178880a8f0c351-2401898527367571-1536x948.png 1536w, https:\/\/forklog.com\/wp-content\/uploads\/img-0c178880a8f0c351-2401898527367571.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Source: Messari.<\/figcaption><\/figure>\n<p>The downturn forced a more professional approach to valuing the niche, cutting through noise around token prices and teams\u2019 grand claims. On-chain revenue has become one of the cornerstones of DePIN\u2019s transformation in 2025.<\/p>\n<p>Even as tokens of stronger projects such as cloud-compute platform Akash, mobile operator Helium and geodetic sensor network Geodnet fell over the year, their teams delivered robust revenue growth. Such conditions create a more attractive entry point for investors, with scope to improve 2026 outcomes, Messari reckons.<\/p>\n<p>According to <a href=\"https:\/\/depinpulse.app\/projects\/hivemapper\">DePIN Pulse<\/a>, from August to November 2025 the <span data-descr=\"Annualized Run-Rate \u2014 projected annual revenue\" class=\"old_tooltip\">ARR<\/span> of Hivemapper, a decentralised analogue to Google Maps, rose from $500,000 to about $3m. On 29 December the project\u2019s 30-day ARR exceeded $1.3m.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"457\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-47a85c002b5f42ec-2401898518176634-1024x457.png\" alt=\"image\" class=\"wp-image-272906\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-47a85c002b5f42ec-2401898518176634-1024x457.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-47a85c002b5f42ec-2401898518176634-300x134.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-47a85c002b5f42ec-2401898518176634-768x343.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-47a85c002b5f42ec-2401898518176634.png 1510w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Source: DePIN Pulse.<\/figcaption><\/figure>\n<p>Hivemapper\u2019s active reorganisation, begun in 2024, <a href=\"https:\/\/medium.com\/@hivemapper\" target=\"_blank\" rel=\"noopener\" title=\"\">allowed it to adopt<\/a> the <span data-descr=\"\u201cMap Improvement Proposal\u201d\" class=\"old_tooltip\">Map Improvement Proposal<\/span> (MIP). It introduced a customer-centric approach to meeting demand for mapping data and increased map-refresh speeds required by some buyer categories.<\/p>\n<p>The startup also lowered the entry barrier for data suppliers\u2014drivers who film roads using Bee devices. Renting the required hardware, software and membership cost $19 per month.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-9e27142315367234-2401898555059437-1024x512.png\" alt=\"image\" class=\"wp-image-272903\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-9e27142315367234-2401898555059437-1024x512.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-9e27142315367234-2401898555059437-300x150.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-9e27142315367234-2401898555059437-768x384.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-9e27142315367234-2401898555059437-1536x768.png 1536w, https:\/\/forklog.com\/wp-content\/uploads\/img-9e27142315367234-2401898555059437.png 1583w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Source: <a href=\"https:\/\/beemaps.com\/bee\" target=\"_blank\" rel=\"noopener\" title=\"\">Bee Maps<\/a>.<\/figcaption><\/figure>\n<p>Investors backed the changes. In the same month Bee Maps <a href=\"https:\/\/phemex.com\/news\/article\/bee-maps-secures-32-million-in-funding-led-by-pantera-capital-24259\" target=\"_blank\" rel=\"noopener\" title=\"\">raised<\/a> $32m in a funding round led by Pantera Capital, LDA Capital, Borderless Capital and Ajna Capital.<\/p>\n<div class=\"wp-block-text-wrappers-keypoints article_keypoints\">\n<p>Messari estimates DePIN\u2019s projected annual revenue could double in 2026, topping $100m.<\/p>\n<p>Main drivers:<\/p>\n<ul class=\"wp-block-list\">\n<li>new <a href=\"https:\/\/forklog.com\/en\/news\/what-is-a-token-generation-event-tge\">TGE<\/a> events for projects such as DAWN, BitRobot and Daylight may account for revenue on-chain in a timely manner while improving transparency;<\/li>\n<li>expansion of proven, profitable networks.<\/li>\n<\/ul>\n<\/div>\n<h2 class=\"wp-block-heading\">Scaling up and solving the demand problem<\/h2>\n<p>Pioneers assumed that surplus, community-provided hardware would let networks compete primarily on price for GPU compute, bandwidth and storage, while offering performance perks such as low latency. In practice, revenue proved modest.<\/p>\n<p>Most DePIN networks effectively produce commodities for which building a durable sales channel has been hard. Messari believes the most profitable models will integrate the output into a full-cycle solution sold directly to the end customer\u2014changing the business approach, as Hivemapper did.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-2e94fb9daa2139f7-2401898573530640-1024x576.png\" alt=\"image\" class=\"wp-image-272905\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-2e94fb9daa2139f7-2401898573530640-1024x576.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-2e94fb9daa2139f7-2401898573530640-300x169.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-2e94fb9daa2139f7-2401898573530640-768x432.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-2e94fb9daa2139f7-2401898573530640-1536x864.png 1536w, https:\/\/forklog.com\/wp-content\/uploads\/img-2e94fb9daa2139f7-2401898573530640.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Timeline of DePIN platforms\u2019 turn to demand. Source: Messari.<\/figcaption><\/figure>\n<p>In 2022\u20132023, leaders of several DePIN projects assumed the issue was a lack of sales and marketing support to place resources. Some protocols created subsidiaries and funds. The approach delivered only initial profits.<\/p>\n<p>Analysts argue part of the problem lies in the nature of commodity businesses. Low margins and intense competition demand the lowest possible price and depend heavily on scale, which the DePIN sector has not reached.<\/p>\n<p>In their view, the fix could be to:<\/p>\n<ul class=\"wp-block-list\">\n<li>move into higher-margin products that can command premium pricing;<\/li>\n<li>expand the customer base to secure direct access to end users;<\/li>\n<li>remove the need for aggressive price dumping;<\/li>\n<li>strengthen long-term token value by linking it to multiple, higher-value economic activities;<\/li>\n<li>create a tight feedback loop between users and the network to match demand more nimbly.<\/li>\n<\/ul>\n<p>According to <a href=\"https:\/\/depinpulse.app\/\">DePIN Pulse<\/a>, the unchallenged 2025 revenue leader in the sector was Helium Mobile. Its 30-day ARR in December neared $21m; the daily figure on 29 December was $60,666.<\/p>\n<p>Experts attribute the startup\u2019s success in wireless primarily to vertical integration.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"528\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-908ee1366e492f18-2401898483924633-1024x528.png\" alt=\"image\" class=\"wp-image-272912\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-908ee1366e492f18-2401898483924633-1024x528.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-908ee1366e492f18-2401898483924633-300x155.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-908ee1366e492f18-2401898483924633-768x396.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-908ee1366e492f18-2401898483924633-1536x792.png 1536w, https:\/\/forklog.com\/wp-content\/uploads\/img-908ee1366e492f18-2401898483924633.png 1553w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Top-10 DePIN projects by 30-day projected annual revenue (29.12.2025). Source: DePIN Pulse.<\/figcaption><\/figure>\n<p>Rather than selling bandwidth as a generic commodity, Helium Mobile delivered a full consumer product, combining hotspots into mobile coverage. The company took on every stage of customer work\u2014from device activation and billing to SIM cards and support.<\/p>\n<p>This reshaped Helium\u2019s economics. Messari estimates the mobile unit accounts for 53% of the burn of HNT and the internal currency used to pay for services, Data Credits (DC).<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-24acf72fc557c97b-2401898610485754-1024x575.png\" alt=\"image\" class=\"wp-image-272911\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-24acf72fc557c97b-2401898610485754-1024x575.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-24acf72fc557c97b-2401898610485754-300x168.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-24acf72fc557c97b-2401898610485754-768x431.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-24acf72fc557c97b-2401898610485754.png 1244w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Faster DC burn in Q3 2025. Source: Messari.<\/figcaption><\/figure>\n<p>To maintain a deflationary economy, Helium Mobile burns 100% of its subscription revenue from the $15 and $30 monthly plans. Although <span data-descr=\"offloading mobile operators\u2019 traffic via external technical means\" class=\"old_tooltip\">offloading<\/span> via Helium Mobile Offload burns far less HNT in dollar terms than a similar operation at centralised competitors, the \u201cvirtual operator\u201d generates more revenue on a <span data-descr=\"business-to-consumer\" class=\"old_tooltip\">B2C<\/span> model.<\/p>\n<p>On 8 December, Helium Mobile Offload burned HNT worth $6,700 compared with $201,377 from operators\u2019 offload. Instead of competing to sell bandwidth to corporate carriers, Helium earns higher margins by serving end users.<\/p>\n<p>Data showing exponential growth in new users alongside the steady increase of installed nodes confirms the DePIN company\u2019s success.<\/p>\n<p>According to <a href=\"https:\/\/world.helium.com\/en\/network\/mobile\/stats\">Helium<\/a>, as of 29 December 2025 sign-ups reached 622,000 with 121,000 hotspots.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"408\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-87dd85e2d2b39ddc-2401898674598125-1024x408.png\" alt=\"image\" class=\"wp-image-272907\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-87dd85e2d2b39ddc-2401898674598125-1024x408.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-87dd85e2d2b39ddc-2401898674598125-300x120.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-87dd85e2d2b39ddc-2401898674598125-768x306.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-87dd85e2d2b39ddc-2401898674598125-1536x612.png 1536w, https:\/\/forklog.com\/wp-content\/uploads\/img-87dd85e2d2b39ddc-2401898674598125.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Source: Helium.<\/figcaption><\/figure>\n<p>Optimism rose after claims by the <span data-descr=\"US Securities and Exchange Commission\" class=\"old_tooltip\">SEC<\/span> were resolved. In April the regulator <a href=\"https:\/\/forklog.com\/en\/news\/sec-drops-case-against-helium-network-developer\">closed<\/a> its investigation into Helium developer Nova Labs.<\/p>\n<p>In December the platform <a href=\"https:\/\/depinscan.io\/news\/2025-12-15\/mambo-wifi-partners-with-helium-to-expand-internet-access-in-brazil\" target=\"_blank\" rel=\"noopener\" title=\"\">announced<\/a> a partnership with Mambo WiFi to improve internet access across Brazil. Mambo WiFi\u2019s network of more than 40,000 hotspots will significantly expand Helium\u2019s reach in a country with uneven connectivity.<\/p>\n<p>The quest to build distinctive products that increase value is becoming the new DePIN narrative.<\/p>\n<p>One of the sector\u2019s pioneers\u2014and the market-cap leader at about $1bn at the time of writing\u2014is <a href=\"https:\/\/forklog.com\/en\/news\/filecoin-fil-how-the-decentralised-storage-blockchain-works\">Filecoin<\/a>. The project began as a decentralised alternative to cloud storage. In November 2025 the team <a href=\"https:\/\/filecoin.io\/blog\/posts\/introducing-filecoin-onchain-cloud\/\" target=\"_blank\" rel=\"noopener\" title=\"\">announced<\/a> Filecoin Onchain Cloud, taking on giants such as Cloudflare and AWS.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"567\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-fb8a722cf99ef964-2401898697645574-1024x567.png\" alt=\"image\" class=\"wp-image-272901\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-fb8a722cf99ef964-2401898697645574-1024x567.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-fb8a722cf99ef964-2401898697645574-300x166.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-fb8a722cf99ef964-2401898697645574-768x425.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-fb8a722cf99ef964-2401898697645574.png 1242w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Growth of Filecoin\u2019s large customers in Q3 2025. Source: Messari.<\/figcaption><\/figure>\n<p>The launch aims to extend Filecoin\u2019s capabilities, including in AI: integrating storage, data retrieval and on-chain payments for Filecoin Beam and Filecoin Pay.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-f9d17c91da8ce76d-2401898670434833-1024x576.png\" alt=\"image\" class=\"wp-image-272909\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-f9d17c91da8ce76d-2401898670434833-1024x576.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-f9d17c91da8ce76d-2401898670434833-300x169.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-f9d17c91da8ce76d-2401898670434833-768x432.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-f9d17c91da8ce76d-2401898670434833-1536x864.png 1536w, https:\/\/forklog.com\/wp-content\/uploads\/img-f9d17c91da8ce76d-2401898670434833.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Source: Filecoin.<\/figcaption><\/figure>\n<h2 class=\"wp-block-heading\">Everyone wants energy\u2014and AI<\/h2>\n<p>Amid more frequent outages at internet-infrastructure providers such as <a href=\"https:\/\/forklog.com\/en\/news\/aws-outage-disrupts-coinbase-and-numerous-services\">AWS<\/a>, changes in DePIN are likely to catch the eye of users and investors.<\/p>\n<p>On 18 November 2025, during the latest <a href=\"https:\/\/forklog.com\/en\/news\/cloudflare-outage-disrupts-multiple-crypto-services\">incident<\/a> at Cloudflare, trading volumes in the DePIN category on exchanges rose by 25\u201340% on average. Activity was evident in FIL\/USDT, AR\/USDT and GRASS\/USDT pairs on Binance and Bybit.<\/p>\n<p>The volatility was brief but sent an important signal: markets understand the value of decentralised solutions.<\/p>\n<p>A tilt towards business clients is under way in other subsectors. Decentralised energy supply and distribution solutions such as Daylight and Fuse are building their own vertical integrations.<\/p>\n<p>Daylight focuses on renewables, installing solar panels and batteries. It encourages users to connect assets to the network with forthcoming token rewards.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"478\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-9a5277aec07fb777-2401898565443332-1024x478.png\" alt=\"image\" class=\"wp-image-272902\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-9a5277aec07fb777-2401898565443332-1024x478.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-9a5277aec07fb777-2401898565443332-300x140.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-9a5277aec07fb777-2401898565443332-768x359.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-9a5277aec07fb777-2401898565443332-1536x717.png 1536w, https:\/\/forklog.com\/wp-content\/uploads\/img-9a5277aec07fb777-2401898565443332.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Source: <a href=\"https:\/\/godaylight.com\/\">Daylight<\/a>.<\/figcaption><\/figure>\n<p>The DePIN startup connects distributed energy resources, accesses energy and data through the network, and sells a differentiated product to energy buyers.<\/p>\n<p>In October Daylight <a href=\"https:\/\/www.theblock.co\/post\/374951\/depin-daylight-raises-75-million-led-by-framework\" target=\"_blank\" rel=\"noopener\" title=\"\">reported<\/a> raising a total of $75m in a funding round led by Framework Ventures.<\/p>\n<p>Another important player in the DePIN energy subsector\u2014Fuse Energy\u2014manages a broader stack. The company handles generation, retail and virtual-power-plant operations within a single system. Instead of selling capacity and data to independent participants, Fuse runs its own ENERGY network to attract supply.<\/p>\n<p>The company uses token incentives to markedly increase the flexible capacity it can access while lowering acquisition costs. The savings then fund customer discounts and rewards across Fuse\u2019s energy ecosystem.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"402\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-b14a9eb47406f257-2401898749102632-1024x402.png\" alt=\"image\" class=\"wp-image-272910\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-b14a9eb47406f257-2401898749102632-1024x402.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-b14a9eb47406f257-2401898749102632-300x118.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-b14a9eb47406f257-2401898749102632-768x301.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-b14a9eb47406f257-2401898749102632-1536x603.png 1536w, https:\/\/forklog.com\/wp-content\/uploads\/img-b14a9eb47406f257-2401898749102632.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Closed Fuse cases. Source: <a href=\"https:\/\/www.fuseenergy.com\/projects\" target=\"_blank\" rel=\"noopener\" title=\"\">Fuse Energy<\/a>.\u00a0<\/figcaption><\/figure>\n<p>Per <a href=\"https:\/\/depinscan.io\/news\/2025-12-18\/fuse-energy-secures-70m-funding-elevating-valuation-to-5b\">DePINscan<\/a>, Fuse also secured capital in December. In a Series B round led by Lowercarbon Capital and Balderton Capital, it raised $70m, lifting the company\u2019s valuation to $5bn.<\/p>\n<p>According to Messari\u2019s experts, a vast seam of opportunity for DePIN lies in AI, specifically in the adjacent stack of decentralised infrastructure for artificial intelligence\u2014<a href=\"https:\/\/forklog.com\/en\/news\/depai-the-machine-economys-new-trend\">DePAI<\/a>.<\/p>\n<p>The core is represented by a wide range of solutions, most of which are several years from large-scale enterprise adoption. Analysts think collecting real-world data to train robots already carries economic heft.<\/p>\n<p>Many AI firms are already willing to pay for:<\/p>\n<ul class=\"wp-block-list\">\n<li>navigation data;<\/li>\n<li>video streams;<\/li>\n<li>3D maps;<\/li>\n<li>sensor logs;<\/li>\n<li>telematics;<\/li>\n<li>geospatial signals.<\/li>\n<\/ul>\n<p>DePAI data-collection protocols can plug specific gaps in these areas, creating opportunities for near-term monetisation.<\/p>\n<p>Several existing DePINs already generate real revenue from selling data, showing demand from AI is real:<\/p>\n<ul class=\"wp-block-list\">\n<li>DIMO \u2014 vehicle telematics data;<\/li>\n<li>Geodnet \u2014 geodetic-sensor data;<\/li>\n<li>ROVR \u2014 drone imagery and aerial photography.<\/li>\n<\/ul>\n<p>These networks sell data directly into industries that intersect with physical-AI training: mapping, navigation, geolocation, autonomous driving, simulation and world-model grounding. They already serve DePAI use cases\u2014just not as specialised robotics data engines.<\/p>\n<p>The next stage of evolution is DePAI networks built specifically for robot-grade data capture and training embodied AI.<\/p>\n<p>Three in-development projects stand out as the first specialised DePAI data collectors:<\/p>\n<ul class=\"wp-block-list\">\n<li>BitRobot. A decentralised platform for embodied-AI research and robotics data built on Solana. It unites robots, compute, datasets and contributors into modular subnets that generate real-world data, models and benchmarks to accelerate AI progress;<\/li>\n<li>PrismaX. The protocol aggregates high-quality multimodal interaction data, robot sensors and human-in-the-loop teleoperation to power the <span data-descr=\"large language model\" class=\"old_tooltip\">LLM<\/span>;<\/li>\n<li>Poseidon. A full-stack data network focused on creating high-quality, IP-clean datasets for AI, with built-in consent, licensing and provenance. It targets humanoid robotics, autonomous driving and multimodal learning.<\/li>\n<\/ul>\n<p>According to Messari\u2019s analysts, in 2025 DePIN sat in an awkward middle ground for investors. Traders chasing dominant narratives disliked market conditions, while fundamental investors deemed the <span data-descr=\"Price\/Sales \u2014 a financial metric that shows how much an investor is willing to pay for each dollar of a company\u2019s revenue\" class=\"old_tooltip\">P\/S<\/span> multiple excessively rich.<\/p>\n<p>Even so, the push for transparent accounting, sector development, <a href=\"https:\/\/forklog.com\/en\/news\/sec-excludes-depin-tokens-from-its-oversight\">liberalisation<\/a> of regulatory oversight and token sell-offs could attract investors in 2026.<\/p>\n<p>In this new environment DePIN is well placed for its next phase. Its defining traits\u2014real-world utility, observable demand and rising revenue\u2014align with the market\u2019s direction. Execution remains the open question: whether DePIN networks can keep scaling revenue and grow into large, durable businesses.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>How 2025 reshaped decentralised physical infrastructure.<\/p>\n","protected":false},"author":1,"featured_media":92830,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"select":"1","news_style_id":"1","cryptorium_level":"","_short_excerpt_text":"How DePIN ends the year","creation_source":"","_metatest_mainpost_news_update":false,"footnotes":""},"categories":[1144],"tags":[438,130,1628],"class_list":["post-92829","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-longreads","tag-artificial-intelligence","tag-decentralization","tag-depin"],"aioseo_notices":[],"amp_enabled":true,"views":"499","promo_type":"1","layout_type":"1","short_excerpt":"How DePIN ends the year","is_update":"","_links":{"self":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts\/92829","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/comments?post=92829"}],"version-history":[{"count":2,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts\/92829\/revisions"}],"predecessor-version":[{"id":92909,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts\/92829\/revisions\/92909"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/media\/92830"}],"wp:attachment":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/media?parent=92829"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/categories?post=92829"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/tags?post=92829"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}