Waterr AI Blog Field notes on AI meeting agents, conversational video APIs, and delegating meetings to AI — from the team building Waterr. https://waterr.ai/blog 2026-08-05T09:00:00.000Z Where the Work Went Next https://waterr.ai/blog/where-the-work-went-next 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma Three weeks after the last field report: the reasoning sidecar shipped as public research with its numbers attached, a year of deployments distilled into. DPDP for Virtual Meetings: Consent Is No Longer Optional https://waterr.ai/blog/dpdp-meeting-recording-consent 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma India's DPDP Rules and meeting recordings: when consent is required, what the audit trail must show, and how to log it defensibly. Vapi Alternatives: Where Developers Go When Voice Isn't Enough https://waterr.ai/blog/vapi-alternatives 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma Vapi handles voice. Six alternatives compared for teams that need video, goal scoring, and a full meeting record — not just a phone call. Unified AI Context: One Memory, Many Agents https://waterr.ai/blog/unified-ai-context 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma One memory across many agents: how shared context makes an AI teammate recall the last meeting instead of starting cold every time. Retell AI Alternatives: 6 Platforms Compared for Voice and Video Agents https://waterr.ai/blog/retell-ai-alternatives 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma Six platforms compared for voice and video agents: which ones score the meeting against a rubric, and which only hand back a transcript. What Is a Conversational Video API? https://waterr.ai/blog/conversational-video-api 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma What a conversational video API actually is, what it must return after the call, and how to pick one. Endpoints, latency, and scoring compared. AI Notetaker vs AI Meeting Agent: What's Actually Different https://waterr.ai/blog/ai-notetaker-vs-ai-meeting-agent 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma A notetaker watches your meeting. An agent takes it for you. The real difference, and which one the job in front of you actually needs. AI Meeting Webhooks: Events, Signatures, and the Retry Ladder https://waterr.ai/blog/ai-meeting-webhook 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma AI meeting webhooks explained: which events fire, how signatures verify, and the retry ladder you need to handle before going to production. AI Meeting SDK: What You Actually Need, and What You Should Skip https://waterr.ai/blog/ai-meeting-sdk 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma What an AI meeting SDK needs to give you — session lifecycle, embeds, webhooks, scoring — and which parts you should never build yourself. The AI Booking Page: A Scheduling Link That Doesn't Cost You the Hour https://waterr.ai/blog/ai-booking-page 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma A scheduling link that doesn't cost you the hour — the visitor books, an AI agent takes the call, and you read the scorecard afterwards. An AI Assistant for Your 1:1s — What It Can and Can't Take Off You https://waterr.ai/blog/ai-1on1-assistant 2026-08-05T09:00:00.000Z 2026-08-05T09:00:00.000Z Harshit Sharma What an AI assistant can genuinely take off your 1:1s — and what it cannot. A candid look at delegating recurring one-to-one calls. How to Choose an Enterprise Voice AI Stack, Not Just a TTS Vendor https://waterr.ai/blog/choose-enterprise-voice-stack 2026-07-29T09:00:00.000Z 2026-07-29T09:00:00.000Z Waterr AI How to choose an enterprise voice AI stack rather than just a TTS vendor — latency, deployment, evaluation, and the questions procurement will ask. The Voice AI Coworker: When Your AI Teammate Joins the Meeting https://waterr.ai/blog/ai-coworker-joins-the-call 2026-07-29T09:00:00.000Z 2026-07-29T09:00:00.000Z Harshit Sharma A voice AI coworker isn't a notetaker. It's a colleague you send to the 1:1s and calls you'd rather not be in — one that runs the meeting, asks the. ORI Utter: Voice for Your Text Agents https://waterr.ai/blog/research-utter 2026-07-21T09:00:00.000Z 2026-07-21T09:00:00.000Z Harshit Sharma A systems note on ORI Utter — the speech runtime under every Waterr meeting, now a deployment surface for text agents. The Coordination Tax: What AI Coworkers Change About Team Work https://waterr.ai/blog/coordination-in-the-age-of-ai 2026-07-18T09:00:00.000Z 2026-07-18T09:00:00.000Z Harshit Sharma The coordination tax is the hidden cost every team pays but nobody itemizes — the status update that waited for standup, the decision that waited for the. Send an Agent - the Better Way to Run 1:1 Meetings https://waterr.ai/blog/send-an-agent 2026-07-18T09:00:00.000Z 2026-07-18T09:00:00.000Z Harshit Sharma The best format for screening, training, and feedback has always been the 1:1 - and 1:1s are exactly the meetings teams can’t afford to run. AI Sales Roleplay APIs: Full Guide https://waterr.ai/blog/ai-sales-roleplay-api 2026-07-18T09:00:00.000Z 2026-07-18T09:00:00.000Z Harshit Sharma Run sales roleplay on an API: objection-handling scenarios, cold-call practice, and rubric scoring that shortens ramp time for new reps. What Is an AI Meeting API? https://waterr.ai/blog/what-is-an-ai-meeting-api 2026-07-18T09:00:00.000Z 2026-07-18T09:00:00.000Z Harshit Sharma An AI meeting API runs a live video meeting on your behalf and returns the record. The endpoints, the data model, and how it differs from a notetaker. AI Interviewer API: Full Guide https://waterr.ai/blog/ai-interviewer-api 2026-07-18T09:00:00.000Z 2026-07-18T09:00:00.000Z Harshit Sharma Build structured, scored interviews on an API: personas, rubrics, goal scoring, and the transcript-plus-scorecard you get back after each call. Tavus Alternatives: 6 AI Meeting APIs Compared https://waterr.ai/blog/tavus-alternatives 2026-07-18T09:00:00.000Z 2026-07-18T09:00:00.000Z Harshit Sharma Six AI meeting APIs compared on what ships past the avatar: goal scoring, mid-call tool calls, and a transcript-plus-scorecard pipeline. Build vs Buy: What It Actually Takes to Ship an AI Video Agent on Pipecat + Daily https://waterr.ai/blog/build-vs-buy-ai-meetings-api 2026-07-18T09:00:00.000Z 2026-07-18T09:00:00.000Z Harshit Sharma Build on Pipecat or buy an AI meetings API? The real engineering cost of orchestration, scoring, and recording, priced honestly. Build an AI Interviewer with the Waterr API https://waterr.ai/blog/build-an-ai-interviewer 2026-07-18T09:00:00.000Z 2026-07-18T09:00:00.000Z Harshit Sharma A step-by-step build: create the persona, define the rubric, run the call, and read the scores back. Working API calls, not pseudocode. Monologue: The Agent Talks to Itself While It Listens https://waterr.ai/blog/research-monologue 2026-07-15T09:00:00.000Z 2026-07-15T09:00:00.000Z Harshit Sharma A research preview of Monologue — the reasoning harness inside Waterr's AI meetings. A slot-typed sidecar lets a realtime voice model think while the user. Full Guide: How to Create AI-Native Video Calls https://waterr.ai/blog/how-to-create-ai-native-video-calls 2026-06-09T09:00:00.000Z 2026-06-09T09:00:00.000Z Harshit Sharma A practical, opinionated guide to building video calls where AI is a participant — not a notetaker. AI-Native Meetings and Video Calls https://waterr.ai/blog/ai-native-meetings-and-video-calls 2026-06-08T09:00:00.000Z 2026-06-08T09:00:00.000Z Harshit Sharma A meeting used to be a place. Then it was a URL. The next thing it becomes is the first interface where the AI sits across from you, not next to you. Activation Steering for Personality Alignment in Meeting Simulation https://waterr.ai/blog/activation-steering-personality-meeting-simulation 2026-06-05T09:00:00.000Z 2026-06-05T09:00:00.000Z Harshit Sharma Steering persona behaviour with sparse autoencoders instead of prompts: what we found training interpretable features for meeting simulation. Plus One for Developers https://waterr.ai/blog/plus-one-for-developers 2026-06-02T09:00:00.000Z 2026-06-02T09:00:00.000Z Harshit Sharma "Quick call?" is the most expensive lie in software. It looks like 15 minutes on a calendar. Async Video Meetings: The Default Coordination Layer https://waterr.ai/blog/async-video-calls 2026-06-01T09:00:00.000Z 2026-06-01T09:00:00.000Z Harshit Sharma Async video calls, redefined: not a recorded Loom, but a live AI-attended meeting the person who scheduled it could not make. Introducing Plus One https://waterr.ai/blog/introducing-plus-one 2026-05-26T09:00:00.000Z 2026-05-26T09:00:00.000Z Waterr AI Every person gets a personal EA with its own permanent link - waterr.ai/your-username. Share it like an email address. Your Personal Harness for a Team of Agents https://waterr.ai/blog/your-personal-agent-harness 2026-01-23T09:00:00.000Z 2026-01-23T09:00:00.000Z Harshit Sharma AI without context is just autocomplete. A unified harness that knows your world — your people, your tools, your patterns — turns a team of agents into an. AI Meeting Privacy: How Waterr AI Keeps Your Calls Yours https://waterr.ai/blog/privacy-culture-waterr-ai 2025-09-12T09:00:00.000Z 2025-09-12T09:00:00.000Z Harshit Sharma AI meeting privacy is usually an afterthought — the recording, transcript, and analysis end up on someone else's servers by default. Video AI Agents: Why the Video Call Is the Next Frontier https://waterr.ai/blog/video-calls-next-frontier 2025-07-01T09:00:00.000Z 2025-07-01T09:00:00.000Z Harshit Sharma A video AI agent isn't a chatbot with a face — it's an AI that sees, listens, and responds inside a real video call. Text gives AI words. Build Your World Model — Why a Digital Brain Changes Everything https://waterr.ai/blog/build-your-world-model 2025-05-07T09:00:00.000Z 2025-05-07T09:00:00.000Z Harshit Sharma Your knowledge is scattered across 12 apps, 47 tabs, and hundreds of conversations. A unified digital brain doesn't just organize it — it makes AI.