SimpliflowAI

doteval is an AI-assisted evaluation workspace that simplifies the creation of high-signal evaluations, alignment of LLM judges, and definition of rewards for reinforcement learning, all within a single platform. It offers a Cursor-like experience to edit evaluations-as-code against a YAML schema, enabling users to version evaluations across checkpoints, replace manual effort with AI-generated diffs, and compare evaluation runs on tight execution loops to align them with proprietary data. doteval supports the specification of fine-grained rubrics and aligned graders, facilitating rapid iteration and high-quality evaluation datasets. Users can confidently determine model upgrades or prompt improvements and export specifications for reinforcement learning training. It is designed to accelerate the evaluation and reward creation process by 10 to 100 times, making it a valuable tool for frontier AI teams benchmarking complex model tasks.

Reins is a global mobility payments and orchestration platform powering end-to-end payment programs across fuel, EV charging, parking, and tolls. We serve fuel retailers, fleet operators, mobility providers, and payment players through a single unified layer that supports both closed-loop and open-loop models. Reins is also the gateway for banks, fintech, and digital payment providers entering the mobility space. We enable them to extend existing card programs into fully governed mobility and fleet solutions, connect to acceptance networks, and manage complex payment flows with real-time control, risk management, and full settlement visibility, without building mobility infrastructure from scratch. Built on a three-layer architecture, Reins combines API-first infrastructure, advanced payment control, and commercial growth tools, including loyalty, pricing, segmentation, and partner management. The result: faster scaling, better control, and turning payments into a growth engine.