Dayze Agent

Dayze Agent is the in-app assistant — powered by PHI (Phi). Unlike generic chatbots, it has context about your life: schedule, people, habits, goals, and preferences. It's like having a personal chief of staff.

For agentic voice by phone, Dayze's sibling product is Keta (separate from this in-app assistant).

On desktop, the docked Dayze Agent column can be hidden or shown with the chevron tab on the right edge of the screen (mid-height). That control is on signed-in app routes and public shells that wrap PublicPageShell — including /countdown holiday clocks (navbar avatar matches /home). Drag the left edge of the column to make it wider or narrower (about 320–720px); both preferences are remembered on this device. Opening Dayze Agent from the mobile bottom nav or an in-app "Ask Dayze" action shows the dock again.

Assistant replies show subtle outline actions (helpful / not helpful / copy / flag) under each message — no emoji thumbs. Flag opens the product feedback sheet with the reply attached.

The docked Dayze Agent column uses a fixed bottom composer in components/PolarisChat/PolarisChat.tsx. The input surface matches the chat dock background (#0a0a0f) with a soft border and inset highlight so it reads as recessed, not a floating grey card. Contextual What's next pills sit above the field; send stays pink when you have text ready to go.

Photos in chat — Attach JPEG, PNG, WebP, or HEIC (up to 10 MB source). Your browser resizes and compresses before send (HEIC → JPEG, WebP at up to 1280px, stepping down to 640px if needed) so camera-roll shots work without manual compression. Receipt scans, meal photos, and event moments all use the same pipeline.

On each contact's profile in Your People, open Ask Dayze Agent for a conversation scoped to that person only. When you switch to another contact, the thread resets so you never mix chats between people.

Suggestion chips stay visible whenever the panel is expanded (search, enrich from the web, summarize what you know, birthday message, icebreakers, and more) — tap one to send it instantly.

New Dayze Agent uses native function calling for multi-step agentic reasoning. When you ask Dayze Agent to do something complex, it:

1. Plans — Breaks down the request into steps
2. Calls tools — Executes each step via function calls (create event, log expense, search, etc.)
3. Streams thinking — You see real-time "thinking" steps in the chat UI
4. Confirms — Shows the result with action cards you can accept or undo

Tool calls and results are streamed as live events, so you can watch Dayze Agent reason through your request step by step.

New Dayze Agent can now turn natural language purchases and owned-item notes into structured Life Inventory records.

• "I bought a black Supreme shirt for $70 SGD in 2nd Street in Orchard Central 2 months ago" records a clothing item.
• It extracts brand, color, item type, purchase price, currency, approximate date, store/location, tags, and occasions when present.
• The tool writes to inventory_items via create_inventory_item.

New Dayze Agent keeps companies and vendors out of the personal relationship graph. Business names, service providers, shops, restaurants, clinics, contractors, and legal entities such as Pte Ltd / Ltd / LLC / Inc use the Businesses flow.

• "Add Best Tech Air-Con Engineering Pte Ltd to business contacts" creates an Add to Businesses card.
• It extracts phone numbers, category, address, area, country, tags, contact person, and service notes where present.
• Human contacts at companies still belong in People; the company itself belongs in business_contacts.

New Track ventures you build (Dayze, Keta, Dripped) in /projects with KPI targets, sparklines, and manual or agent-logged snapshots.

• "Add Keta Clinic to my projects" → create_project creates it on /projects.
• "Log Dripped beta users at 50" → log_project_kpi (persists immediately).
• Admins can connect dayze_platform for live MRR, MAU, activation, and agent WAU from North Star metrics.

Docs: Projects & portfolio. Migration: migrations/20260617_user_projects.sql.

New Dayze Agent can now search the web and read web pages to answer questions that require up-to-date information.

• Web Search — Ask "search for the best restaurants in Singapore" or "what's the latest news on AI"
• Page Reading — Share a URL and Dayze Agent will extract and summarize the content
• Rich Result Cards — Search results appear as clickable cards with titles, snippets, and favicons
• Research Chains — Dayze Agent can search, then read the most relevant result, then answer with full context

Powered by Brave Search. Results are displayed as interactive cards in the chat — click any result to open it in a new tab.

New Ask for photos or videos and Dayze Agent returns a media grid instead of plain links — then you save what you want into Dayze with one tap.

• "find photos of Samsung HQ" — image results as a thumbnail grid
• "videos of the new Porsche 911" — video results with duration and channel
• Add on any card saves it to an event, Inventory, Wishlist, a contact, or a business
• On a contact chat, Avatar for [name] sets their profile photo (and keeps the image in their Photos gallery)

Dayze uses licensed search APIs (Brave Images and Videos) — it does not scrape Google. Only the image URL you pick is saved, so your Dayze data stays small.

Pro Dayze Agent Voice lets you speak naturally to your AI assistant in real time.

• Real-time transcription — See your words appear as you speak
• Event creation — "Create a cycling event for tomorrow at 7am"
• Expense logging — "I spent $12 on coffee"
• Transcript saved — Voice conversations are saved to chat history

Voice mode is available on Dayze Pro, Family, and Enterprise plans.

Dayze Agent remembers facts about you to provide better responses. You can view and edit what Dayze Agent knows at /polaris/memory (Memory hub in the app).

Categories of memory include:

• Background — Where you're from, education, etc.
• Work — Job, company, work schedule
• Family & Friends — Key relationships
• Favorites — Food, music, places
• Goals — What you're working toward
• Health — Dietary preferences, exercise habits
• Places — Home, office, frequent locations

New Over time, Dayze Agent accumulates many small memories. Memory consolidation periodically merges old, fragmented memories into concise summaries:

• Duplicate and overlapping facts are merged into one
• Outdated information is superseded by newer entries
• Summarized memories retain the core meaning with less noise

This keeps Dayze Agent's context window focused on high-signal information rather than hundreds of tiny fragments.

New If Dayze Agent remembers something wrong, you can correct it in natural language:

• "That's wrong, I work at Google not Meta" — Updates the incorrect memory
• "Forget that I like sushi" — Deletes the specific memory
• "Actually my birthday is March 5" — Corrects the stored fact

Dayze Agent uses the correct_memory tool to find matching memories and update or delete them.

New Dayze Agent's semantic search now covers all your data:

After vector search retrieves candidates, an LLM reranker scores and re-orders results for maximum precision before they reach Dayze Agent.

When you ask for spending, revenue, or a breakdown over a period, the stream route answers from the expenses table (custom ranges like "since last year November" supported) instead of model recall alone.

Dayze Agent integrates directly with the Response Queue:

• Log pending replies: "Sarah texted me about dinner"
• Resolve replies: "I replied to Sarah"
• Morning briefing includes pending reply count and who's been waiting longest

Behind the scenes, Dayze Agent uses specialized sub-agents for complex tasks:

Dayze Agent can maintain a light personal CRM layer on top of Your People: nicknames, unresolved mentions from notes and chat, and tools to clear the queue.

• create_person — Optional aliases array when adding someone (e.g. "also known as Mom" or a stage name)
• add_person_alias — Link a surface form (e.g. "Sarah K.") to a canonical contact so future messages and notes resolve correctly
• list_entity_suggestions — List pending mention suggestions (from Day Notes or chat) that need linking or dismissal
• link_entity_suggestion — Attach a queued mention to the right person
• dismiss_entity_suggestion — Remove a false positive or a name you do not want tracked

User messages to Dayze Agent are scanned the same way as day notes (minimum length and heuristics apply) so names you bring up in chat can appear in your review queue — always under your control, never auto-creating contacts.

• Free — 10 messages per day
• Pro — 100 messages per day + Voice
• Family — 200 messages per day per member + Voice
• Enterprise — Unlimited messages + priority model access + Voice