
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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Atlas DEX
Atlas DEX serves as an advanced decentralized aggregator for cross-chain exchanges, enabling users to effortlessly trade cryptocurrencies across various blockchain networks. By aggregating liquidity, Atlas ensures that users receive the most competitive prices from a variety of decentralized exchanges and automated market makers, which helps to reduce slippage on all transactions. Users can initiate trades for any token across several blockchains, utilizing permissionless bridging technology. The platform smartly divides trades among different liquidity pools to secure the best available rates while minimizing slippage. With the Solana blockchain at its core, Atlas DEX offers rapid transaction speeds and low fees for its users. Currently, it facilitates swaps from Solana to prominent networks including Ethereum, Binance Smart Chain (BSC), and Polygon. Simply connect your wallets, select your preferred trading pairs, and let Atlas DEX manage the rest of the process! Leveraging Solana's Wormhole technology, the platform guarantees a secure and decentralized token bridging experience, enhancing user confidence and satisfaction. Overall, Atlas DEX simplifies the trading experience significantly while maximizing efficiency and effectiveness for cryptocurrency enthusiasts.
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Raydium
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