
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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Engineering teams shipping with AI have a new bottleneck: validation. Code output has accelerated. Quality hasn't. Checksum closes the gap.
Checksum is a continuous quality platform with a suite of AI agents that handle testing end-to-end, at every stage of the development lifecycle. Where most tools wait for a human to trigger them, Checksum runs autonomously in the background, generating tests, executing them, and repairing failures without manual intervention. Seventy percent of test failures are resolved automatically through real-time auto-recovery.
The platform covers every layer: end-to-end UI flows via Playwright, API endpoint chains, and targeted CI tests scoped to exactly what changed in a PR. All tests land as real code in your repository and are delivered as standard Playwright, owned by your team.
Checksum is fine-tuned on 1.5+ million test runs and integrates natively with Cursor, Claude Code, and 100+ AI coding agents. Type /checksum and your coding agent's output gets tested before it ever reaches review. Generation and healing happen on Checksum's cloud infrastructure which means no LLM tokens consumed, no local resources required.
The result: test suites that stay green as the product evolves, fewer regressions reaching production, and release confidence that scales alongside AI output.
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UNCX Network
The UNCX Network serves as a decentralized finance (DeFi) ecosystem, offering crucial tools and services specifically tailored for blockchain projects, with a focus on token security and liquidity management. It is particularly recognized for its offerings in liquidity locking, token vesting, and decentralized launchpad services, which foster transparency and trust for both developers and investors alike. By implementing liquidity locks and structured vesting schedules, the UNCX Network seeks to mitigate the risks associated with rug pulls while encouraging long-term viability in DeFi initiatives. The governance token, UNCX, empowers holders to engage in decision-making, earn rewards through staking, and gain access to exclusive features on the platform. Additionally, UNCX employs a deflationary tokenomics strategy that includes regular token burns, enhancing its scarcity and potential value over time. Operating across several blockchains such as Ethereum, Binance Smart Chain (BSC), and Polygon, the network expands its reach to accommodate a diverse array of DeFi projects. This multi-chain functionality not only broadens its user base but also strengthens the overall DeFi ecosystem by promoting interoperability and collaboration among various platforms.
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Gaya Blockchain
GAYA Blockchain represents the first Layer-1 blockchain in the UAE, designed to integrate gaming, social interactions, decentralized finance (DeFi), non-fungible tokens (NFTs), and real-world assets into a single environmentally friendly platform. It operates on a Proof-of-Stake consensus model and is compatible with the Ethereum Virtual Machine (EVM), which allows developers to create smart contracts and utilize common development tools. Its innovative architecture features a “Cell-As-A-Service (CAAS)” data structure that facilitates efficient data serialization and distribution. The Gaya Wallet acts as a multichain, non-custodial access point to the broader ecosystem, providing options for fiat transactions, in-app trading, staking opportunities, and a gamified experience with an XP system that incentivizes user participation and could enhance eligibility for airdrops. The native utility token, GAYA, is utilized for various purposes including transaction fees, staking rewards, governance within a decentralized autonomous organization (DAO), incentives for ecosystem growth, and transactions within apps. Additionally, the economic framework incorporates a dynamic gas pricing model with partial fee burns to create deflationary effects, along with a well-planned tokenomics strategy that includes vesting schedules to ensure stability and sustainability in the blockchain's growth. This thoughtful design aims to foster a vibrant community and promote long-term engagement within the platform.
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