Instruct is an AI‑powered, no‑code automation platform that lets users automate cross‑SaaS workflows through natural‑language commands. The system translates intent into API calls, executes tasks, and captures refined steps as adaptive, reusable workflows, providing a unified interface for operations and product teams in SMBs.
Funding
Funding not disclosed
Founders
Product
Problem
Knowledge workers must juggle multiple SaaS applications and manually perform repetitive actions, which leads to frequent context switching, errors, and wasted time. Existing automation tools often require coding or complex configuration, making them inaccessible to non‑technical users.
Solution
Instruct provides an AI‑driven, no‑code automation platform that unifies a user’s existing software stack under a single conversational interface. Users describe the desired outcome in natural language; the system maps the request to the appropriate APIs, executes the task, and presents the result. Through an interactive dialogue, users can refine the operation in real time, and the platform captures the refined steps as a reusable workflow. Each workflow is adaptive, learning from subsequent runs to improve accuracy and efficiency without additional user input. The solution eliminates the need for manual app switching and custom scripting, enabling rapid automation of cross‑tool processes.
Target Audience
The primary customers are operations managers, product teams, and small‑to‑medium enterprises that rely on multiple SaaS applications and need to automate routine cross‑tool tasks without hiring developers.
Features
- Natural‑language command parsing powered by large‑language models to translate user intent into executable API calls
- Pre‑built connectors for major SaaS tools (e.g., CRM, project management, email, cloud storage) with OAuth‑based secure authentication
- Conversational refinement loop that lets users adjust actions on the fly and instantly see execution results
- Adaptive workflow engine that records refined steps, version‑controls them, and continuously optimizes performance using reinforcement learning
- No‑code workflow editor that visualizes the sequence of actions and allows manual tweaks for edge cases
- Centralized dashboard for monitoring workflow runs, success metrics, and error logs with role‑based access controls
- End‑to‑end encryption and compliance‑ready data handling to protect sensitive business information