Ask a CFO what the company spent on AI last quarter and you will get a number. Ask which product line it belonged to, whether anyone approved it, or what it earned, and the room goes quiet.
FinOpsly was built for that second set of questions.
It is an AI Cost Governance platform. AI does not run in isolation, so FinOpsly does not price it in isolation either. A model call pulls warehouse queries, GPU time and storage behind it, and the engineers building the feature are burning licensed seats the whole time. All of that lands in one cost model, mapped to the company's own structure: owner, team, product, business unit, customer.
What teams use it for:
Pricing a workload before anyone provisions anything. Describe the architecture, get a cost estimate across the stack, and see which assumptions drove it. Compare model options using consumption you have already paid for.
Making chargeback something finance trusts. Hierarchies run nine levels or deeper. Tags get standardized across providers that never agreed on a convention. API keys and resources are labeled in bulk from instructions written in ordinary English. Anything still unowned shows up as a dollar figure.
Holding the line during the month. Budgets by team, project or key. Anomalies flagged with a root cause and sent to the person responsible. Waste that provider consoles do not catch, found by FinOpsly's own detection models. Idle compute parked on schedules the customer approved, and reversible.
Proving the outcome. One chargeback run covering AI, cloud, data and SaaS together. Savings measured against the base-line along with cost-to-serve metrics: cost per active user, per customer served.
Customers have moved attributable spend from 68% to 99% inside 90 days and taken a chargeback cycle from 12.4 days down to under one.
Built for CIOs, CTOs, FinOps practitioners and the finance teams who sign off on the bill.
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AI coding tools have fundamentally changed how software gets built. Developers are shipping more code, faster, with less friction than ever before. But the organizations benefiting most from AI-accelerated development are running into the same wall: quality hasn't kept pace.
More code means more surface area for bugs. More PRs means more review burden on senior engineers. More releases means more chances for regressions to reach customers. The bottleneck has moved from writing code to verifying it, and verification is still largely manual.
Checksum is a continuous quality platform built for this reality. Its suite of AI agents autonomously generates, runs, and maintains tests across every layer of the software development lifecycle: end-to-end UI flows, API endpoint coverage, and PR-level CI validation, so engineering teams can move fast without sacrificing reliability.
What sets Checksum apart: it doesn't wait for instructions. It works as a background agent, continuously monitoring your codebase, generating tests for what matters, and repairing broken tests as the product evolves. Seventy percent of test failures resolve automatically, eliminating the maintenance burden that causes most test suites to decay and get abandoned.
Every test Checksum produces is real, Playwright code you own, submitted as a PR to your repository. No vendor lock-in. Teams keep full control.
Checksum is fine-tuned on 1.5+ million test runs and integrates natively with Cursor, Claude Code, and 100+ AI coding agents via /checksum slash commands. Testing happens before code review, not after. Generation and healing run on Checksum's cloud, consuming no LLM tokens or local resources.
The bottom line: Checksum gives engineering teams the confidence to ship at the speed AI makes possible.
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Venly
Venly is a provider of blockchain technology that develops innovative tools and products aimed at helping businesses harness the power of blockchain.
We deliver a comprehensive technology stack that facilitates the transition of platforms, applications, and brands into the Web3 landscape.
By offering marketplaces, wallets, and NFT solutions, we guide businesses in seamlessly adopting Web3 technology and engaging their customers.
Our user-friendly solutions leverage a familiar Web2 interface, making the integration of blockchain straightforward for both developers and end-users.
Venly actively promotes blockchain adoption by delivering dependable and accessible software solutions, ensuring that the technology is within reach for all.
Our offerings encompass a variety of products, including:
WALLET SOLUTIONS → Provide instant Web3 wallets for your user base.
NFT TOOLS → Access a comprehensive toolkit for all your NFT needs.
MARKETPLACE SOLUTIONS → Create an NFT marketplace designed for mainstream users.
SHOPIFY NFT APP → Easily sell NFTs directly through your Shopify store.
WEB3 GAMING TOOLKIT → Equip your game to be ready for the Web3 environment, enhancing player experiences.
We strive to empower businesses to embrace this revolutionary technology confidently.
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Stellar
Stellar enables creators to unleash both human and economic potential. By merging a robust, decentralized blockchain with a worldwide network of innovators, it fosters opportunities that transcend geographical boundaries, much like innovative ideas themselves. The platform provides essential tools designed to effect real-world change through the introduction of novel digital asset products and services, significantly improving access to the global financial landscape. Furthermore, Stellar's mission is to bridge gaps in financial inclusion, ensuring that everyone has the chance to thrive in an interconnected economy.
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