Remember your telehealth visits, effortlessly. AI-powered telehealth assistant that helps you remember and understand your doctor visits through intelligent voice queries and video analysis.

Telehealth has made healthcare more accessible, but remembering the details of a visit can be challenging—especially for seniors, caregivers, and patients with complex care plans. Doculabubu ensures that no patient misses important medical instructions, empowering individuals to take control of their health and follow care plans with confidence.

Telehealth is convenient—but remembering what happened isn’t. Seniors, caregivers, and even busy patients often say:

“I forgot how often to take it.”
“What were the side effects?”

Doculabubu makes it easy, calm, and trustworthy to ask, see, and remember your telehealth visits—with video receipts you can rely on.

• 🗂️ Doctor Upload: Automatically fetch Zoom telehealth recordings via the Zoom API—no extra work for doctors or patients.
• 🎙️ Voice → Moment: Ask a question, get a 12–20s video clip with captions and a text summary showing exactly where your doctor answered.
• 🗄️ FHIR-Ready Records: Converts each visit into JSON aligned with FHIR standards, ready for integration into healthcare systems.
• 🧾 Care Plan Builder: Smart bot generates next steps and medication timelines via voice, personalized for the patient.
• 🌑 Gamified Dark Mode: Learn about your health through a 3-heart, teach-back game—answer questions, get hints, and watch video snippet reminders.

• Never Forget: Always have a video receipt of what your doctor said.
• Voice-First Interaction: Ask questions without navigating complex menus.
• Trustworthy AI: Answers are grounded in the original telehealth recording.
• Accessibility: Designed for elderly and visually-impaired patients.
• Social Impact: Empowers patients to understand and follow their treatment, reducing medical errors and hospital readmissions.

• Seniors who struggle to remember medication instructions.
• Caregivers managing multiple patient visits.
• Patients with complex care plans requiring detailed follow-up.
• Telehealth providers looking to enhance patient understanding and engagement.

Frontend

• Raw HTML, CSS, JavaScript for simplicity and accessibility.
• Web Speech API for push-to-talk mic capture and on-device hints.

APIs & ML

• TwelveLabs Pegasus + Marengo: Semantic scene/moment search, precise video-to-text alignment, clip tagging.
• Zoom API: Fetch cloud recordings automatically.
• Gemini API: Lightweight quiz and answer-card synthesis, grounded to the retrieved transcript span.
• Google Cloud Text-to-Speech: Reads back care instructions in a clear, natural voice.

Media & Data

• ffmpeg: Auto-cut 12–20s clips and burn captions.
• Google Cloud Storage: Store Zoom MP4s; serve signed/public URLs for processing.

• Learning TwelveLabs video models and integrating them for precise retrieval.
• Handling public GCS URLs compatible with TwelveLabs (CORS, signed URL lifetimes).
• Achieving precise clip segmentation (±2s) with ASR alignment.
• Designing an elder-friendly UX: minimal screens, one action at a time, clear audio prompts.

• Clip-backed answers: Every answer links to a timestamped video snippet—no hallucinations.
• Teach-back in Dark Mode: Auto-generated, safe, and easy to learn from your own telehealth visits.
• Care Plan Timeline: Important next steps read back with one click.
• End-to-End Pipeline: Zoom → Cloud Storage → TwelveLabs ingestion runs automatically.

• Multimodal, video-grounded retrieval is far more trustworthy than plain text summaries.
• API plumbing (Zoom ↔ GCS ↔ TwelveLabs) is just as critical as the AI itself.
• Accessibility is more than fonts—voice-first interactions + clip receipts transform the patient experience.

• FHIR sandbox integration for teach-back records and follow-up tasks.
• Multilingual summaries and expanded red-flag libraries.
• Caregiver portal with permissions, reminders, and .ics calendar exports for medications.
• Cost/coverage estimates for new prescriptions.

Doculabubu makes telehealth visits actionable and understandable—all in one platform. We are patient-obsessed: making healthcare more accessible one doctor visit at a time.