Duvi research
Ideas for operational AI teams.
Practical writing on voice agents, customer automation, conversational infrastructure, and the systems behind faster resolution.
The 'Typing Tax': Why your mobile-first customers are abandoning your text-only chatbot
Discover how the 'Typing Tax' impacts mobile-first customers. Learn how voice-enabled AI agents and multimodal support reduce friction and increase lead conversion.
Read articleThe 'Platform Pivot' Penalty: Why forcing customers to change channels is the fastest way to lose a lead
Forcing customers to switch channels doubles friction and kills intent. Learn how the 'Platform Pivot Penalty' is cannibalizing your marketing spend and how unified AI agents can fix it.
Read articleThe 'Context Amnesia' Trap: Why your customers hate your 'Smart' bots more than your 1990s phone tree
Discover why disconnected AI bots create 'Context Amnesia' and how Duvi's low-latency infrastructure preserves conversation history across every channel.
Read articleThe "Midnight Ghost" Problem: Why Your Best Leads Are Falling Through the 5 PM Gap
Stop losing high-intent leads when your team is offline. Learn how AI agents bridge the 5 PM gap, reduce friction, and prevent competitors from stealing your prospects.
Read articleThe 'Phone Tag' Tax: Why Your Sales Team is Losing 15 Hours a Week to Administrative Loops
Stop losing high-intent leads to administrative loops. Learn how omnichannel AI agents eliminate the phone tag tax and free your sales team to close more deals.
Read articleThe 'Middleware' Wall: Why scaling your customer experience shouldn't require a six-month engineering roadmap
Stop waiting on six-month engineering roadmaps. Learn how to overcome the 'middleware wall' and deploy AI agents across web, voice, and WhatsApp instantly.
Read articleThe 'Read-Only' AI Trap: Why Your Chatbot is a Glorified FAQ (and Your Staff is Still Doing the Paperwork)
Stop using glorified FAQ bots. Learn why moving from read-only AI to action-oriented agents is the key to reducing staff burnout and improving customer satisfaction.
Read articleThe "Specific Question" Trap: Why Your Best Leads Are Abandoning Your Generic Chatbot
Learn why generic AI chatbots cause high-value leads to abandon your site and how integrated AI agents can solve the intelligence gap for luxury and automotive brands.
Read articleThe 'Search Bar' Fatigue: Why Your Customers Want a Conversation, Not a Directory
Your customers no longer want to browse your website directory; they want to interview your brand. Discover how Duvi transforms static content into interactive AI agents.
Read article