Instruct 2.5

Product Introduction

1. Definition: Instruct 2.5 is an autonomous AI agent specializing in cross-application task automation. It operates as a no-code, generalist AI that executes user-described workflows in real-time across integrated SaaS tools like Salesforce, Slack, and Gmail.
2. Core Value Proposition: This AI productivity tool eliminates the traditional "build loop" of workflow automation by enabling immediate, autonomous execution of complex tasks through natural language commands, drastically reducing manual intervention and operational latency.

Main Features

1. Live Task Execution: Instruct 2.5 uses NLP (Natural Language Processing) and RPA (Robotic Process Automation) frameworks to interpret user commands, then autonomously navigates connected apps (e.g., Salesforce, HubSpot) to perform actions like data extraction, email drafting, or CRM updates in real-time.
2. Iterative Correction via Chat: Users intervene mid-execution via chat-based commands or file uploads to dynamically correct errors. The system employs reinforcement learning to adapt workflows instantly without restarting tasks.
3. One-Click Workflow Conversion: Successful task runs convert into reusable automations using proprietary templating technology. Users schedule recurring executions (e.g., daily lead follow-ups) via calendar integrations without API coding.

Problems Solved

1. Pain Point: Manual, repetitive cross-app tasks (e.g., data syncing between HubSpot and Google Sheets) that consume 20+ hours/week and cause human errors.
2. Target Audience: Operations managers handling invoice processing, sales teams managing CRM hygiene, recruiters screening applicants, and educators automating administrative workflows.
3. Use Cases:
   • Sales: Auto-drafting personalized follow-ups for stale leads by scraping company news.
   • Recruiting: Filtering 50+ Ashby applications for Python experience into shortlists.
   • Education: Generating quizzes from Drive lecture notes and emailing students.
   • Finance: Extracting invoice data to Google Sheets and archiving PDFs.

Unique Advantages

1. Differentiation: Unlike Zapier (pre-built integrations) or UiPath (coder-dependent), Instruct 2.5 requires zero pre-configuration, executes tasks contextually across apps via NLP, and allows live human-AI collaboration during workflows.
2. Key Innovation: Proprietary "dynamic pathing" technology enables the AI to navigate unstructured app interfaces (e.g., Gmail attachments, Slack threads) by simulating human clicks, bypassing API limitations for true end-to-end automation.

Frequently Asked Questions (FAQ)

1. How does Instruct 2.5 handle data security? All integrations use OAuth 2.0 encryption, and the AI processes data in-memory without storing sensitive information post-execution.
2. Can Instruct 2.5 automate tasks in custom software? Yes, it automates any web-based tool via browser emulation but requires DOM access for non-API-compatible systems.
3. What happens if the AI encounters an error mid-task? Real-time chat intervention allows users to correct steps (e.g., upload missing files), and the system logs errors for future auto-correction.
4. How quickly can I create new automations? Tasks described in English deploy instantly; converting them to scheduled workflows takes one click with no coding.
5. Does Instruct 2.5 support mobile apps? Currently, it automates web and desktop applications only, with mobile support planned for Q4 2024.