
Most enterprises can report what AI cost them. Far fewer can say which team owns it, whether it was approved, or what it returned.
FinOpsly closes that gap. The platform governs AI spend on the same cost model that carries the cloud, data platform and SaaS an AI workload consumes, so a business unit sees the full cost of an AI initiative instead of four disconnected bills.
Capabilities include:
Cost estimation before deployment. Model an architecture and get a priced workload across model APIs, GPU capacity, warehouse consumption and storage, with the assumptions on screen. Weigh model choices against consumption you have actually measured.
Attribution that holds up in a chargeback cycle. Spend resolves to owners, teams, applications, business units and customers through hierarchies nine or more levels deep. Tagging is standardized across providers, keys and resources are labeled in bulk from plain-language rules, and whatever remains unattributed is published as a number, not absorbed.
Guardrails that act. Set budgets by project, team or API key. Catch anomalies with root cause and route them to whoever owns the resource. Surface waste that provider tooling misses, using FinOpsly's own detection models. Plan commitments across AWS, Azure and Google Cloud. Park idle compute on approved schedules, reversibly.
Financial results you can defend. Automated chargeback in a single cycle. Savings measured as what reached run-rate against a no-action baseline. Unit economics down to cost per call, per active user and per customer served.
For technology and finance leaders accountable for what AI spend returns.
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Chainstack's APIs and software are used by thousands of businesses, large and small, to build, scale, and maintain blockchain applications. To ensure your security and control, Chainstack's APIs offer secure node connections and key security best practices. Invite other members to join your network and deploy their infrastructure using simple network management tools. You can build and deploy the blockchain protocol that suits your needs. The protocol will never be updated or modified again. Chainstack's managed services for blockchain make it easy to launch, join, and scale decentralized networks. You can now safely experiment with enterprise-grade tools and services and then run production. Continuously monitor and provision your resources.
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SuperRare
Transforming the landscape of art collection for the modern era, SuperRare allows anyone with internet access to become an art enthusiast. Utilizing the Ethereum blockchain for authentication, SuperRare serves as a social marketplace for acquiring cryptocurrency and trading unique digital masterpieces created by artists globally. Our vision is to establish a worldwide art economy that resonates with the digital realm. Artists present verified single edition digital artworks, ensuring protection against forgery and offering historical authenticity through blockchain certification. You can either buy artworks at the listed price or submit a bid to negotiate. Once a piece is in your possession, it can be resold on the secondary market to other collectors. Personalize your profile to showcase your collection to art lovers everywhere, and exhibit your pieces in a virtual gallery, digital display, or any preferred medium. By creating a tokenized certificate, you can digitally authenticate your work. You have the option to set your own price or invite collectors to bid on your creations within the digital art marketplace, fostering a vibrant community of art lovers and creators. This innovative approach not only democratizes art collecting but also enhances the way artists and collectors interact with digital creations.
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Zora
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