AI Features

PRD Generator

Input a feature name, business goal, and optional context. GrowthOS generates a full Product Requirements Document with: problem statement, goals, scope, out of scope, success metrics, and risks. Saved as a project artifact and linkable to tasks.

User Story Generator

Feed in a PRD or feature description. Get user stories in As a [user], I want [goal], so that [benefit] format with story point suggestions. Bulk-create all stories as tasks in your project with one click.

Acceptance Criteria Generator

Input a user story or task title. Generates structured Given/When/Then criteria plus edge cases. Stored on the task record as a structured list.

Product Brief

Lighter than a full PRD. Input: business goal + customer feedback snippet. Output: brief summary, success metrics, and opportunity analysis. Good for quick feature decisions.

AI Backlog Prioritization

GrowthOS scores every backlog item using a RICE-like model: revenue impact, customer impact, business risk, technical risk, dependencies, and strategic alignment against your OKRs. Assigns P1/P2/P3 tiers with a written rationale for each. Apply rankings to update task priority fields in bulk.

Natural Language Task Creation

Type "Remind Rahul to send invoice by Friday" → structured task with assignee, due date, and priority parsed automatically. Understands relative dates and urgency keywords.

AI Ideation → Task Breakdown

Describe a high-level idea. AI generates 5–10 tasks with priorities, time estimates, dependencies, and suggested assignees. Review before creating. Bulk-create in one click.

Meeting Notes → Tasks

Paste meeting notes or a transcript. AI extracts action items with assignees and deadlines, fuzzy-matching names to your team members. Review the list before creating.

AI Smart Assignee Suggestion

When assigning a task, GrowthOS scores each team member 0–100 based on current workload, past task history (expertise), and keyword matching. Returns top 3 suggestions with reasons.

AI Smart Due Dates

Suggests a due date based on team velocity, the assignee's open task count, and priority. Includes reasoning: "Based on 2.3 tasks/day velocity and 8 open tasks."

AI Duplicate Detection

When creating a task, GrowthOS checks for similar existing open tasks using word-overlap scoring. Shows up to 3 potential duplicates with similarity % before you save.

AI Task Summarization

Generates a 2–3 sentence summary for handoffs. Includes: what the task is, current status, and key decisions from comments. Use it when reassigning tasks to new team members.

What Should I Work On? (IC Priority Queue)

Heuristic-scored personal task queue. Factors: overdue (+40), due today (+35), in active sprint (+15), already started (+10), blocked (-30). Returns your top 5 tasks with reasoning. No LLM cost — instant.

Voice Input

Click the mic icon anywhere in the app. Speak your task naturally. Web Speech API transcribes → AI parses into a structured task with all fields.

AI Sprint Planning

Capacity-aware sprint plan generation. Scores backlog by priority, due dates, dependencies, and story points. Recommends tasks that fit within ±10% of team capacity. Shows overcommit warnings. One-click commit.

Delivery Forecast

Predicts sprint completion probability (%). Projects end date. Detects milestone slip risk. When < 70%, shows specific mitigation: reduce scope / extend sprint / unblock tasks / add capacity.

AI Risk Alerts

Proactively detects at-risk tasks: overdue, stale (no update 7+ days), blocked, high-priority aging, due soon but not started. Risk levels: HIGH (≥60) · MEDIUM (≥40) · LOW (≥25). Returns top 15 sorted by score.

AI Daily Standup Generation

Auto-generates a structured standup for each user based on their task activity. Format: Yesterday / Today / Blockers. Falls back to submitted standup if already submitted.

AI Weekly Report

Auto-generated every Friday at 5 PM IST. Sections: Summary, Completed This Week, At Risk, Next Week Focus. Pushed to Slack channel and emailed to Owner/Admin users.

AI Project Copilot Chat

Conversational AI sidebar scoped to a project. Ask: "What's blocking us?", "Are we on track?", "What should we prioritize?". Grounded in project tasks, indexed PRDs, and recent decisions. Cites sources. Uses Claude Sonnet for high-quality reasoning.

AI Automation Builder

Describe an automation rule in plain English: "When a task is marked blocked, notify the project admin." GrowthOS generates a ready-to-save trigger/conditions/actions config.

AI Task Suggestions

Analyzes your project (requires 10+ tasks) and suggests 5 tasks you may have missed based on project context. One-click add. Dismissible per project.