Ship products 10x faster with AI agents
Mozart Labs deploys autonomous AI agents that handle your entire product development workflow — from market research and competitive analysis to product specs and go-to-market launch. Less busywork, more building.
AI Agents That Do the Heavy Lifting
Mozart Labs provides a suite of autonomous AI agents purpose-built for product teams. Each agent specializes in a critical part of the product lifecycle, working together to accelerate every stage from idea to launch.
Research Agent
Conducts comprehensive market research and competitive analysis automatically. Monitors industry trends, analyzes competitor positioning, and surfaces actionable insights your team can use immediately.
- Automated competitive landscape mapping
- Market size and opportunity analysis
- Customer sentiment and review mining
- Trend detection and signal tracking
Strategy Agent
Transforms research into actionable product strategy. Generates detailed PRDs, prioritizes features based on impact, and builds roadmaps aligned with business objectives.
- Auto-generated product requirement docs
- Feature prioritization frameworks
- Roadmap planning and alignment
- Stakeholder-ready presentations
Launch Agent
Handles the entire go-to-market process. Creates launch plans, drafts marketing copy, builds campaign strategies, and coordinates cross-functional launch activities.
- Go-to-market strategy creation
- Marketing copy and content drafts
- Launch timeline coordination
- Performance tracking dashboards
Know Your Market Before You Build
Most product teams spend weeks manually gathering market intelligence — reading analyst reports, tracking competitors, and compiling data into spreadsheets. Mozart's Research Agent does this continuously and autonomously.
The Research Agent crawls public data sources, aggregates industry reports, monitors competitor product changes, tracks customer review sentiment across platforms like G2 and Capterra, and synthesizes everything into structured, actionable briefs delivered directly to your workspace.
# Competitive Analysis — Q1 2026
Competitors tracked: 12
New features detected: 34
Pricing changes: 3
Market sentiment: Positive ↑
## Key Findings
→ Gap in mid-market segment
→ Competitor X raised Series B
→ 68% of users request API access
From Research to Roadmap, Automatically
The Strategy Agent takes the raw intelligence from the Research Agent and transforms it into structured product strategy artifacts. It generates PRDs, user stories, feature specs, and prioritized roadmaps — all grounded in real market data.
Instead of spending days writing product requirements documents from scratch, your PM gives the Strategy Agent a brief, and it produces a comprehensive PRD with user personas, jobs-to-be-done, acceptance criteria, and success metrics — ready for engineering review.
# Q2 2026 Product Roadmap
theme: Enterprise Readiness
objective: Expand to mid-market
features:
- SSO/SAML auth [RICE: 94]
- Audit logging [RICE: 87]
- Role permissions [RICE: 82]
- API rate limits [RICE: 76]
Launch Day, Every Day
The Launch Agent takes your product from "ready to ship" to "in the market" by automating the entire go-to-market process. It creates launch plans, drafts all marketing content, designs campaign strategies, and tracks performance post-launch.
Whether you're launching a major new product, a feature update, or running a repositioning campaign, the Launch Agent coordinates everything — from the messaging framework to the email sequences to the social media calendar.
# Feature Launch — API v2
Tier: Major Launch
Target date: Mar 15, 2026
Audience: Enterprise devs
## Content (auto-generated)
✓ Blog post draft
✓ Email sequence (3-part)
✓ Social media calendar
✓ Sales enablement deck
Built for Teams Like Yours
Mozart agents adapt to how your team works, whether you're a two-person startup or a 200-person product org.
Early-Stage Startups
You're wearing every hat. Mozart acts as your product research and strategy team, letting founders focus on building and selling. Get market validation, competitive positioning, and investor-ready product narratives without hiring a full PM team.
Growth-Stage Companies
Your product team is scaling but can't keep up with demand. Mozart multiplies your team's output by handling the repetitive research, documentation, and launch coordination that consumes 60% of a PM's week.
Enterprise Product Orgs
Standardize product operations across multiple teams and products. Mozart ensures consistent PRD quality, research rigor, and launch processes — while giving leadership real-time visibility into product pipeline health.
Enterprise-Grade Infrastructure
Mozart is built on a modern, secure, and scalable architecture designed for teams that take their product data seriously.
Security & Compliance
- SOC 2 Type II compliant
- AES-256 encryption at rest
- TLS 1.3 encryption in transit
- No model training on customer data
- GDPR and CCPA compliant
- Regular third-party penetration testing
Architecture
- Multi-tenant SaaS with data isolation
- 99.9% uptime SLA (Enterprise)
- Real-time agent orchestration engine
- Hosted on AWS (US regions)
- Automatic scaling and load balancing
- On-premise deployment available
Integrations
- Slack, Microsoft Teams
- Jira, Linear, Asana
- Notion, Confluence, Google Docs
- Figma, Miro
- GitHub, GitLab
- REST API and Webhooks
AI & Models
- Powered by frontier LLMs
- Multi-model orchestration
- RAG (retrieval-augmented generation)
- Custom fine-tuning per workspace
- Human-in-the-loop review workflows
- Continuous learning from feedback
Frequently Asked Questions
Mozart Labs builds autonomous AI agents for product teams. Our agents handle time-consuming tasks like market research, competitive analysis, writing product requirement documents (PRDs), building roadmaps, and coordinating product launches. Instead of spending weeks on these activities, our agents deliver them in minutes — letting your team focus on making product decisions and building.
General-purpose AI tools require you to write prompts, provide context, and manually connect outputs to your workflow. Mozart agents are purpose-built for product teams — they understand product management concepts natively, integrate with your existing tools (Jira, Slack, Notion, etc.), work autonomously on multi-step tasks, and deliver structured outputs directly into your workflow. Think of it as the difference between a general assistant and a specialized product operations team.
Yes. We are SOC 2 Type II compliant and encrypt all data at rest (AES-256) and in transit (TLS 1.3). We never use your data to train AI models. Your workspace data is isolated from other customers. Enterprise customers can opt for on-premise deployment for full data residency control. We undergo regular third-party security audits and penetration testing.
Mozart integrates with the tools product teams already use: Slack, Microsoft Teams, Jira, Linear, Asana, Notion, Confluence, Google Docs, Figma, Miro, GitHub, GitLab, and more. We also offer a REST API and webhooks for custom integrations. New integrations are added regularly based on customer requests.
Most teams are up and running within an hour. Connect your workspace tools via OAuth, tell Mozart about your product and objectives, and your agents start working immediately. There's no complex onboarding, no data migration, and no training required. Enterprise deployments with custom configurations typically take 1-2 weeks with dedicated support.
Yes. Our Starter plan is free and includes access to the Research Agent, up to 3 team members, and 5 research reports per month. This lets you experience the quality and workflow before upgrading. We also offer a 14-day free trial of the Pro plan for teams that want to evaluate the full agent suite.
Mozart Labs is currently in early access. We're working with a select group of design partners to refine our agents and product experience. If you're interested in joining the early access program, reach out at hello@hello-mozart-labs.com — we're actively onboarding new teams.
From Idea to Launch in Three Steps
Mozart integrates into your existing workflow. No complex setup, no steep learning curves. Just connect your tools and let our agents go to work.
Connect Your Workspace
Link Mozart to the tools your team already uses — Slack, Jira, Notion, Linear, Confluence, and more. Our agents integrate directly into your workflow with no migration needed.
Define Your Objectives
Tell Mozart what you're building and your goals. Our agents analyze your inputs and context, then autonomously break down the work into research, strategy, and launch phases.
Review and Ship
Agents deliver completed work — research reports, PRDs, launch plans — directly to your workspace. Review, provide feedback, and iterate. Your agents learn and improve with every cycle.
Everything Your Product Team Needs
Simple, Transparent Pricing
Start free, scale as you grow. No hidden fees, no surprises.
For small teams exploring AI-powered product development.
- 1 AI agent (Research)
- Up to 3 team members
- 5 research reports / month
- Slack integration
- Community support
For product teams ready to ship faster with the full agent suite.
- All 3 AI agents
- Up to 15 team members
- Unlimited research reports
- Unlimited PRDs and launch plans
- All integrations
- Priority email support
- Custom agent tuning
For organizations that need dedicated agents, custom workflows, and premium support.
- Unlimited AI agents
- Unlimited team members
- Custom agent development
- Dedicated account manager
- SSO / SAML authentication
- SLA guarantees
- On-premise deployment option
Built by Product People, for Product People
Mozart Labs was founded in 2025 in Austin, Texas with a simple thesis: product teams spend too much time on repetitive work that machines can do better.
We're building autonomous AI agents that take over the busywork — market research, competitive analysis, writing PRDs, planning launches — so product managers and their teams can focus on what matters: building products customers love.
Mozart Labs is currently in early access, working with select design partners to refine our agents and product experience.
Leadership
Get in Touch
Interested in early access, partnerships, or just want to learn more? We'd love to hear from you.