Otto blog

Stop being your company's travel agent. Learn how to implement self-service corporate travel management that eliminates bottlenecks, enforces policy automatically, and reduces booking requests by 80%.

Cut travel waste by 40% with these 5 strategies. Track the metrics that matter, eliminate hidden costs, and boost your corporate travel ROI.

Should you upgrade to first class? This cost-benefit analysis breaks down when the premium is worth it for business travelers and deal closers.

Cut corporate travel costs with smart booking strategies, policy compliance, and AI automation. Real tactics for small businesses.

Discover the best business travel tools that handle disruptions, learn your preferences, and work like an executive assistant.

Learn what flight delay insurance actually covers and why business travelers need real-time solutions.

Compare top AI travel assistants for business trips. Find the best tool for booking, disruption management, and personalized travel support.

Compare 9 business travel platforms built for corporate needs. Find tools that handle disruptions, enforce policy, and deliver real support when flights get cancelled.

Master per diem rates with our IRS compliance guide. Learn high-low method calculations, avoid tax traps, and handle travel disruptions.

Learn the 7 main reasons for flight delays, from crew timeouts to tech outages, plus actionable strategies to stay ahead of disruptions.

Discover the 6 corporate travel trends transforming business trips in 2025. From AI assistants to sustainability mandates, see what's reshaping the industry. URL slug: /corporate-travel-trends-2025

ChatGPT recommends flights but can't book them. Discover why business travelers need AI that handles the full booking process, not just suggestions.

Explore four types of B2B travel solutions: expense platforms, booking portals, and safety tools. See how each category serves different business needs.

Corporate travel policy template with booking guidelines, expense limits, and automation tips. Cut costs and save time.

Strategic mileage runs help frequent travelers earn elite status efficiently. Learn the 5-step system to maximize qualifying miles and dollars.

Learn how AI travel safety solutions protect self-managed travelers with predictive alerts, automatic rebooking, and real-time disruption support.

Master business travel compliance in 2025 with this complete guide. Learn policy enforcement, duty of care, expense management, and AI tools that automate compliance.

Master business travel expenses with practical tips for tracking, reporting, and staying compliant. Save time and money on your next trip.

Discover 9 sites like Expedia that enforce policy, automate expenses, and handle disruptions when your corporate trips go sideways.

Business travel itineraries break when meetings shift. See a 3-day example and how to handle last-minute changes.

Miss your connecting flight? Learn what airlines owe you, how to rebook fast, and the exact steps that get you to tomorrow's meeting when connections fall apart.

Compare the 10 best AI executive assistants for 2025. Find the right AI tool to automate meetings, travel, and administrative work for busy professionals.

Learn how AI virtual travel assistants automate flight research, booking, and disruption management for business travelers.

Discover 6 business travel challenges road warriors face daily, from flight disruptions to expense tracking, and practical fixes that actually work.

Discover 7 travel mobile applications that solve real business travel problems: AI-powered booking that learns your preferences, jet lag management, fast customs clearance, accurate translation, and more. Most are free.

Make business trips work for you, not against you. 5 strategies to arrive rested, avoid disruptions, and maximize your company's travel policy.

Self-booking tools for business travelers: compare consumer sites, corporate OBTs, expense platforms, and AI assistants to find your fit.

Discover what travel management companies do, who uses them, and modern alternatives like AI assistants for business travel booking and support.

Searching SF → NYC isn’t scrolling through 250 flights - it’s navigating 5,000+ possibilities! Every route, cabin, fare rule, and baggage policy spawns a new branch in the search tree, and that’s before loyalty status, seat availability, or the real question: do you at least get snacks?

Model collapse happens when an LLM optimizes for probability instead of relevance - diversity dies and only the statistically common answers survive. To break that behavior, we override the model’s default priors with structured context, domain rules, and explicit constraints. Without that, Otto would still be suggesting “United at 9 AM and the Marriott by the airport” for every trip.