Otto vs Adept
Detailed side-by-side comparison to help you choose the right tool
Otto
Business AI Solutions
AI travel assistant for business travel that proactively plans, books, and manages trips while learning user preferences over time. Offers conversational booking for flights and hotels in one seamless interface.
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CustomAdept
🔴DeveloperBusiness AI Solutions
Adept AI licenses its ACT-1 Action Transformer technology to enterprise partners, enabling them to build AI agents that visually control any computer software using natural language commands. Through its partnership model, Adept provides screen-reading AI models, proprietary training datasets, and technical consultation for building custom agentic automation solutions—offering an alternative to traditional RPA platforms for organizations with complex, multi-application workflows.
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Otto - Pros & Cons
Pros
- ✓Published pricing is unusually clear for a business travel tool: free for 1 year, then listed at $10/mo with no credit card required.
- ✓Built specifically for work travel, with support for company travel policy, loyalty numbers, preferred airlines, seat choices, hotel brands, and neighborhoods.
- ✓Connects with Google, Microsoft, and Apple calendars so travel planning can account for meetings and schedule changes.
- ✓Backed by a $6 million seed round led by Madrona Ventures with participation from Direct Travel and travel industry leaders.
- ✓The team has relevant operating experience: CEO Michael Gulmann has 14 years in travel at Expedia and Egencia, and CTO Chundong Wang previously worked on Uber airport systems across 700+ airports.
- ✓Otto completed 9 months in closed beta and more than 100 completed flight and hotel bookings before public launch, giving it more real booking validation than a simple travel-planning chatbot.
Cons
- ✗Some important capabilities are still marked as coming soon, including smart expense tracking and disruption monitoring for quick alternatives.
- ✗The website does not show a full enterprise pricing table, admin controls, approval workflow details, or implementation packages for larger companies.
- ✗Otto is focused on flights and hotels, so teams needing a full expense, corporate card, procurement, or duty-of-care platform may need additional tools.
- ✗Human support is available through a partner and 1-800 number, but the website does not specify service-level agreements, response times, or coverage limits.
- ✗Public proof points are still early: the website mentions more than 100 completed bookings before launch, which is useful but smaller than mature corporate travel platforms.
Adept - Pros & Cons
Pros
- ✓Works with any desktop or web application without requiring API integrations - ideal for legacy systems and custom enterprise software
- ✓Natural language interface makes automation accessible to non-technical business users without requiring Python, JavaScript, or RPA scripting knowledge
- ✓Advanced reinforcement learning adaptation handles interface changes and unexpected scenarios, reducing the 30-40% maintenance overhead typical of traditional RPA deployments
- ✓Backed by $415M in funding with founding team including Ashish Vaswani (transformer architecture co-inventor) and former Google/OpenAI research leads
- ✓ACT-1 model can execute multi-step workflows spanning 10+ applications in a single natural language command, eliminating manual context switching
- ✓Enterprise-grade partnership model provides deep customization and dedicated technical consultation unavailable from off-the-shelf RPA vendors
Cons
- ✗Partnership-only access model with no self-service signup or public availability—requires direct enterprise sales engagement and significant upfront investment
- ✗No transparent pricing published; licensing fees, professional services, and ongoing consultation costs are negotiated per partnership
- ✗Requires extensive screen access permissions that may conflict with zero-trust security policies and SOC 2/HIPAA compliance frameworks
- ✗Following 2024 strategic shift, key talent moved to Amazon—raising questions about long-term product roadmap continuity for partners
- ✗Visual-only automation cannot handle command-line interfaces, headless servers, or API-only backend systems common in modern DevOps workflows
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