Instruct is a no-code platform that lets you create autonomous AI agents by simply describing what you need in plain English. Instead of building rigid workflows with triggers and variables, you give agents a goal and they figure out how to get it done across your connected tools. Agents pull context from one app, act on another, and handle ambiguity along the way. Once a task works, you can turn it into a recurring workflow with a single click. Built for non-technical teams in marketing, ops, and customer success who want end-to-end automation without engineering help.

• Natural Language Agent Builder: Create AI agents by describing tasks in plain English. No coding, no drag-and-drop logic, no variables to configure. Just tell it what you want done and the agent plans its own steps.
• Goal-Driven Execution: Agents don't follow a fixed checklist. They pursue objectives, adapt to unexpected conditions, and find alternate paths when something goes wrong, much like a human teammate would.
• Cross-App Integration: Connect tools like HubSpot, Ashby, Google Sheets, Google Drive, and email. Agents pull context from one app and execute actions in another, making your software stack work together.
• One-Click Recurring Workflows: Any successful one-off task can instantly become a scheduled process. Set agents to run daily, hourly, or triggered by webhooks without rebuilding anything.
• Conversational Interface: Interact with the system through chat to create and refine tasks.
• Web Data and Content Generation: Search the web, extract data, and generate documents, images, and other assets within your workflows.

• Truly No-Code Automation: You can build useful workflows simply by describing what you want in plain language, without writing code or learning complex automation logic.
• Agents That Execute Real Work: Once you define a task, Instruct’s AI agents take action across your connected apps instead of merely generating suggestions.
• Handles Unpredictable Tasks: Because agents plan steps and act on goals, they can adjust when things change instead of failing at the first obstacle.
• Quick Setup and Adoption: Linking your apps and creating your first AI agent takes only minutes thanks to the intuitive natural language interface.
• Turn Tasks into Ongoing Workflows: Tasks you run once can be saved and run repeatedly on a schedule or trigger, ensuring that repetitive work happens automatically.
• Unified AI Capabilities: Instruct not only moves data and triggers actions but can also generate documents, media assets, and outputs based on prompts within workflows.

• Limited Public Pricing Transparency: Detailed plan tiers, feature limits, and enterprise costs are not publicly listed, making it hard to evaluate cost before signing up.
• Integration Catalog Still Growing: While key tools are supported, the breadth of integrations currently might be smaller compared to well‑established automation platforms.

• Sales Follow-Up Automation: A sales team connects HubSpot and sets an agent to monitor leads that haven't responded in three days. The agent researches each company's recent news and drafts a personalized follow-up email, saving reps hours of manual outreach work each week.
• Recruiting Pipeline Management: HR teams use Instruct with Ashby to automatically screen inbound applications. An agent filters candidates based on specific criteria like years of experience and relevant skills, then adds qualified applicants to the appropriate interview stage.
• Expense Tracking and Invoice Processing: Finance or operations teams set up an agent that monitors email for incoming invoices, extracts vendor name, date, and amount, enters the data into a Google Sheet, and uploads the original PDF to Google Drive, all without manual data entry.
• Content Research and Production: Marketing teams instruct agents to research trending topics, pull live data from multiple sources, and compile findings into draft content or reports on a set schedule, turning hours of research into a hands-off automated process.
• Customer Success Monitoring: Customer success managers create agents that track key account signals across CRM and communication tools, flagging at-risk accounts and drafting check-in messages before issues escalate.