What We've Built
And What's Next
Transparency is core to how we build. Here's what we've shipped, what we're working on, and where we're headed.
Completed
User Authentication (Email OTP)
Secure email-based one-time password authentication for users.
CompletedAssistant Creation & Management
Create, configure, and manage AI assistants with form-based builder.
CompletedKnowledge Upload
Upload PDFs, DOCX, text files, and crawl URLs for AI training.
CompletedAI Chat with Streaming
Real-time streaming responses using Server-Sent Events.
CompletedWidget Embedding
iframe and script tag embedding for any website.
CompletedBilling (Polar.sh)
Subscription management and usage-based billing.
CompletedTeam Management
Invite team members and assign roles.
CompletedDatabase Connections
Connect PostgreSQL, MySQL, MongoDB for NL-to-SQL queries.
CompletedBasic Analytics
Track conversations, usage, and popular questions.
CompletedREST API
Full REST API with API key authentication.
CompletedAdmin Panel
Admin dashboard for user management and system configuration.
CompletedHuman Agent Handoff
Seamlessly transfer conversations to live human agents.
CompletedIn Progress
Advanced Analytics
Detailed usage insights, conversion tracking, and user behavior analytics.
In ProgressCRM Integrations
Connect to Salesforce, HubSpot, and other CRM platforms.
In ProgressMulti-workspace
Separate workspaces per team for better organization.
In ProgressPlanned
A/B Testing
Test different assistant configurations and measure performance.
PlannedCustom AI Models (BYOK)
Bring your own API keys for OpenAI, Anthropic, and other providers.
PlannedOAuth Login
Google and GitHub OAuth authentication.
PlannedTeam Roles
Granular admin, editor, and viewer role permissions.
PlannedSelf-hosting (Docker)
Production-ready Docker deployment for on-premise installation.
PlannedMulti-language Support
Full interface localization for global audiences.
PlannedVoice Input
Speech-to-text input for hands-free interaction.
PlannedVideo Support
Video chat integration for richer support experiences.
PlannedMobile Apps
Native iOS and Android applications.
PlannedUnder Consideration
Plugin System
Allow third-party extensions to extend assistant capabilities.
Under ConsiderationMarketplace
Share and discover templates, integrations, and plugins.
Under ConsiderationTraining Mode
Fine-tune models on your specific customer data.
Under ConsiderationWorkflow Builder
Visual conversation flow designer for complex support scenarios.
Under Consideration