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Top 50 Prompt Engineering
Discover the top 50 Prompt Engineering startups. Browse funding data, key metrics, and company insights. Average funding: $2.3M.
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Libretto
Provides a platform that automates the testing, monitoring, and optimization of large language model (LLM) prompts by analyzing production traffic and user feedback. It identifies and refines prompt variations in real time, ensuring consistent performance and alignment with user intent. By scoring responses and continuously updating prompts, it reduces the time and effort required for manual prompt engineering while improving LLM reliability in production.
Funding: $3M+
Rough estimate of the amount of funding raised
Zenbase AI
Zenbase AI provides developer tools that automate prompt engineering and model selection for large language models (LLMs), allowing developers to focus on coding rather than the complexities of AI integration. By continuously optimizing prompts and classifiers, Zenbase enhances evaluation accuracy and reduces the time spent on manual adjustments, significantly improving development efficiency.
FlowGPT
FlowGPT is a platform that enables users to discover, utilize, and share high-quality prompts for various large language models (LLMs), addressing the challenge of limited access to effective prompts and their potential applications. It fosters an open-source community for prompt engineers to collaborate, iterate, and manage their prompts efficiently.
Funding: $10M+
Rough estimate of the amount of funding raised
Agenta
Agenta is an open-source LLMOps platform that provides integrated tools for prompt engineering, versioning, evaluation, and observability, enabling developers to efficiently build and deploy LLM-powered applications. By facilitating seamless integration with various frameworks and models, Agenta addresses the challenges of rapid iteration and systematic evaluation in the development of robust LLM applications.
Maxim AI
Maxim provides an end-to-end generative AI evaluation and observability platform that enables AI teams to conduct prompt engineering, testing, and monitoring throughout the development lifecycle. This platform enhances product quality and reliability while significantly reducing development time by automating both machine and human evaluation processes.
Funding: $3M+
Rough estimate of the amount of funding raised
Orq.ai
Orq.ai provides a generative AI collaboration platform that enables software developers and product teams to build, test, and deploy reliable AI features efficiently. The platform addresses the challenges of integrating AI models by offering controlled deployments, prompt engineering, and observability tools, ensuring that teams can deliver trustworthy AI solutions without extensive technical expertise.
Funding: $2M+
Rough estimate of the amount of funding raised
HumanFirst
HumanFirst is a data-centric productivity platform that integrates data engineering, prompt engineering, and context engineering to enhance collaboration between domain experts and generative AI. It enables non-technical users to extract insights from unstructured data and streamline workflows, improving efficiency in data-driven projects.
Funding: $3M+
Rough estimate of the amount of funding raised
Humanloop
Provides a platform for enterprises to develop, evaluate, and optimize large language models (LLMs) through version-controlled prompt management, automated and human-in-the-loop evaluations, and real-time observability tools. It addresses the limitations of traditional software development by enabling iterative, data-driven AI workflows that align product, engineering, and domain expertise to ensure model performance and reduce deployment risks.
Eigenw AI
Eigenw AI delivers on‑site, curriculum‑aligned workshops that teach primary school teachers and administrators how to use AI tools safely and effectively in the classroom. The program covers AI literacy, prompt engineering, policy development, and GDPR‑compliant data handling, and provides reusable guidebooks and templates for ongoing use. By embedding AI into existing teaching workflows, it reduces preparation time and supports compliance with emerging AI literacy regulations.
Griptape
Griptape is an enterprise-grade Python framework that enables developers to build, deploy, and manage retrieval-driven AI applications without the need for extensive prompt engineering. By providing a streamlined development environment and cloud infrastructure, Griptape reduces the complexity and costs associated with AI application deployment and management.
Funding: $10M+
Rough estimate of the amount of funding raised
AIPRM
AIPRM provides a prompt management solution for ChatGPT and other AI models, featuring a library of over 4,500 curated prompts that enhance content creation efficiency. The platform enables users to create, organize, and share custom prompts, significantly reducing writing time and improving output quality for individuals and teams.
Memex
Memex is an AI-powered development platform that generates software prototypes and applications from natural language prompts. It supports any programming language and framework, offering both guided chat and autonomous build modes for rapid development. Memex prioritizes user control and data privacy with local project storage.
Phind
Phind is an intelligent search engine for developers that employs generative AI to deliver prompt and accurate coding solutions. The Phind-405B model achieves a 92% score on HumanEval, enhancing developer productivity by providing reliable answers to programming queries.
Langtail
Langtail is a low-code platform that enables teams to test and debug LLM-powered applications using real-world data, ensuring prompt reliability and performance. By providing tools for prompt collaboration, testing, and analytics, Langtail reduces the time spent on manual debugging and enhances the overall quality of AI applications.
Funding: $1M+
Rough estimate of the amount of funding raised
Addlly AI
Addlly provides a customizable generative AI platform that enables businesses to create unique, SEO-optimized content without the need for prompt engineering, utilizing multiple large language models and proprietary data. This solution addresses the challenge of time-consuming content creation by streamlining the process, allowing users to generate high-quality marketing materials quickly and securely.
Chatter
Provides a platform for building, testing, and versioning large language model (LLM) deployments, enabling teams to create complex model chains, automate evaluations, and maintain prompt versioning. It streamlines LLM development by integrating tools for analytics, observability, and API key management, ensuring efficient iteration and collaboration across technical and non-technical stakeholders.
Quotient AI
Provides a platform for prototyping, evaluating, and deploying AI products with tools like PromptLab for prompt engineering and Quotient IQ for real-time prompt optimization. It streamlines the AI development process by integrating evaluation-driven workflows and intelligent feedback loops, enabling faster experimentation and higher-quality outputs. This reduces technical overhead and ensures AI solutions meet compliance and performance standards.
Klu.ai
Klu is a generative AI application platform that enables teams to collaboratively design, evaluate, and optimize LLM-powered applications using state-of-the-art models like GPT-4 and Llama 2. It addresses the challenges of rapid iteration and fine-tuning by providing tools for prompt engineering, performance tracking, and secure data management, allowing businesses to enhance their AI capabilities efficiently.
Funding: $1M+
Rough estimate of the amount of funding raised
Big Audience Machine
This startup offers a content creation platform that utilizes AI-driven content generation and an intuitive interface to facilitate the planning and publishing of marketing materials. By enabling seamless collaboration, the platform allows marketers and businesses to efficiently produce high-quality content at scale without requiring extensive prompt-engineering skills.
Sutro Software
Sutros is a zero-code app development platform that utilizes LLM-powered AI to generate customizable mobile and web applications from a single text prompt. This technology enables users to quickly transform their ideas into production-ready apps without the need for programming skills, significantly reducing the time and complexity typically associated with app creation.
Funding: $5M+
Rough estimate of the amount of funding raised
Gignite.ai
Gignite.ai is a prompt-based software prototyping tool that enables non-developers to create and deploy custom minimum viable products (MVPs) quickly and efficiently. By utilizing AI-driven feature suggestions and interactive sitemaps, users can rapidly iterate on their ideas without needing technical expertise, significantly reducing development time and costs.
Promptly
Promptly is a no-code platform that enables users to build and deploy Generative AI applications by integrating various AI models and data sources, including files and URLs. It addresses the challenge of rapidly developing AI-powered solutions without requiring programming skills, allowing teams to create chatbots and web apps in minutes.
Snack Prompt
Snack Prompt offers a platform for discovering, creating, and sharing AI prompts and automation workflows. It provides a library of community-generated prompts and tools to help users optimize their AI interactions and improve productivity.
Kable Academy
The startup operates an online learning platform that offers specialized courses in prompt engineering, AI-driven content creation, coding, and cybersecurity awareness for advanced students. By equipping learners with essential technology skills, the platform prepares them for careers in the rapidly evolving tech industry.
Funding: $300K+
Rough estimate of the amount of funding raised
Quilt Labs
Quilt provides a platform that orchestrates qualitative analysis by integrating diverse data sources and employing advanced prompt engineering techniques. This enables financial professionals to efficiently generate differentiated insights and conduct thorough due diligence, significantly enhancing their research capabilities.
Asserto AI
Asserto AI offers a SaaS platform for LLM prompt development, providing a collaborative IDE for prompt management and versioning. Its playground enables iterative refinement and data-driven evaluation, allowing teams to test prompt performance, compare models, and optimize LLM applications.
Funding: $100K+
Rough estimate of the amount of funding raised
consistentcharacter.ai
Fast Track Character Designs offers an AI-powered tool that generates customizable character images without requiring design skills or prompt engineering. This solution enables users to create consistent character illustrations for comics, storyboards, and marketing materials by simply inputting descriptive phrases or uploading images.
PromptLayer
This platform provides prompt engineers with tools to track, debug, and explore GPT requests. It addresses the lack of dedicated infrastructure for managing and optimizing large language model interactions.
Synthia
Synthia offers an AI-powered prompt engineering platform that helps employees generate accurate, on-brand, and compliant AI outputs. It contextualizes queries with role-specific information and intelligent guardrails, improving AI efficiency and reducing post-generation editing.
Promptev
Promptev provides a context‑first AI platform that centralizes prompt management, version control, and data connectivity for Retrieval‑Augmented Generation applications. It automatically creates embeddings, chunked data, and knowledge graphs from connected sources such as Google Drive, Notion, and SharePoint, and routes queries through vector and graph search without custom pipeline code. The service includes JavaScript and Python SDKs, a REST API, a no‑code editor, and enterprise security features for product, engineering, and operational teams.
Latitude
Provides an open-source platform for prompt engineering, enabling teams to build, evaluate, and refine production-grade LLM applications. It centralizes prompt management, supports batch evaluations, and offers automated improvements based on performance metrics, reducing iteration time and improving output quality.
Funding: $100K+
Rough estimate of the amount of funding raised
Stagewise
Stagewise provides a browser toolbar that connects frontend applications with AI coding agents, enabling prompt-based UI editing of live web applications. It captures rich contextual data like DOM elements and screenshots to empower AI assistants to make precise UI modifications, accelerating frontend development workflows.
Dropbase
Dropbase is a prompt-based developer platform that enables users to build custom web applications and automation tools using natural language commands and drag-and-drop functionality. This technology streamlines the creation of internal tools, reducing the time and complexity involved in developing solutions for customer success, support, and operations.
Adaline
Adaline is a collaborative platform that enables product and engineering teams to iterate, evaluate, and monitor prompts for large language models (LLMs) using intelligent evaluations and version control. By automating prompt testing and providing real-time performance analytics, Adaline helps teams reduce costs and improve the reliability of their AI applications.
Promptsideas
Promptsideas is a marketplace that provides a diverse range of verified AI prompts for popular generative models like ChatGPT, Midjourney, and DALL-E, enabling users to enhance their creative projects efficiently. The platform allows creators to monetize their unique prompts, addressing the need for high-quality, ready-to-use content in the rapidly evolving AI landscape.
Pezzo
Pezzo is an open-source AI development toolkit that allows developers to build, test, and deploy AI models efficiently on a single platform, optimizing for cost and performance. It addresses the challenges of prompt management, real-time troubleshooting, and team collaboration, enabling faster delivery of AI-powered features.
SylphAI
SylphAI provides an AI copilot that automates prompt engineering and optimizes large language model (LLM) workflows, addressing the complexity of deploying LLMs in production. By integrating model fine-tuning, hyperparameter optimization, and auto-data labeling, SylphAI enables startups to streamline their LLM projects and reduce reliance on human expertise.
Crystal
Crystal provides cloud-based APIs that utilize advanced generative models and a unique prompt architecture to enhance the speed and efficiency of AI training and inference. This technology enables developers to create highly differentiated foundational models at a significantly reduced cost and time compared to traditional methods.
PromptHub
PromptHub provides a collaborative platform for prompt engineers to manage, version, and test AI prompts across multiple models, streamlining the prompt creation process. By enabling batch testing and side-by-side output comparisons, it addresses the challenges of prompt consistency and effectiveness in AI applications.
Prompt Mixer
Prompt Mixer is an open-source AI management system that enables teams to create, test, and evaluate prompt chains across various generative AI models. It addresses the need for streamlined prompt engineering by providing tools for version control, dataset integration, and performance assessment, enhancing productivity in AI-driven content generation and data processing tasks.
Hunch
Hunch is a no-code AI workspace that integrates multiple AI models for tasks such as writing, coding, and data analysis, allowing teams to break down complex projects into manageable steps. By providing a visual interface for prompt engineering and collaboration, Hunch enhances productivity and enables users to automate and share their workflows effectively.
Mirascope
Mirascope is an open-source library built on Pydantic 2.0 that provides a modular framework for prompt management and LLM application development. It enables developers to create clean and extensible applications while simplifying the integration of language models, enhancing productivity and code maintainability.
Lynxius
Lynxius provides an open-source AI infrastructure that automates the optimization, evaluation, and monitoring of large language models (LLMs) to enhance their performance and reliability. By streamlining prompt engineering and testing processes, Lynxius enables tech teams to reduce time-to-market and mitigate errors before deployment.
Guilde
Guilde is a spec‑driven development platform that converts product requirements into AI‑generated code validated against configurable design‑pattern rules. It uses a knowledge‑graph to manage context windows across the software development lifecycle and runs automated Q&A, test generation, and iterative review cycles until all tests pass, integrating with existing version‑control, CI/CD, and issue‑tracking tools. The system eliminates manual prompt engineering and reduces the risk of non‑compliant code for engineering and DevOps teams.
Bineric AI
Bineric is a Norwegian AI company specializing in model development and prompt engineering, with its flagship product, NorskGPT, a GDPR-compliant large language model securely hosted in Norway. The company provides tailored AI solutions that enhance natural language processing capabilities for businesses operating in the Norwegian market.
Promptimize AI
Provides a marketplace for AI prompts, enabling users to discover, save, and implement over 57,000 pre-designed prompts tailored for various applications, including coding, content creation, and data analysis. This platform streamlines the process of leveraging AI tools by offering ready-to-use solutions that improve productivity and reduce the time spent on prompt development.
PromptBros
PromptBros is an Interaction Management System (IMS) that enables users to create, manage, and experiment with AI prompts and agents in a centralized platform. It addresses the challenge of effectively utilizing AI tools by providing a marketplace for sharing and monetizing AI interactions, along with a workspace for testing and refining AI content.
Stitching.ai
The startup offers an efficiency platform that automates repetitive tasks through the creation and management of reusable AI-driven prompts. This technology enables clients to achieve consistent outputs and streamline workflows, significantly increasing productivity and reducing time spent on manual processes.
Founded 2023100+
Funding: $100K+
Rough estimate of the amount of funding raised
MercadoGPT
MercadoGPT is a platform that connects creators and AI enthusiasts by providing a repository of validated prompts for models like ChatGPT and DALL-E 2, enhancing productivity in daily tasks. By categorizing and optimizing these prompts, the platform simplifies access to artificial intelligence tools, making them more effective for users.
Promptwerk Incorporated
Prompt to Production is developing a containerized AI platform that enables seamless deployment and scaling of machine learning models in diverse environments. This technology addresses the challenges of model integration and operational efficiency, allowing businesses to leverage AI capabilities without extensive infrastructure investment.