Private AI Persona Platform
Deploy persistent AI personas inside your own infrastructure. Give them long-term memory, multimodal interaction, and seamless human takeover — while keeping your servers, AI accounts, and customer data under your control.
How MatchTalk works — from subscriber to operator, inside your infrastructure.
Your Infrastructure, Your Rules
MatchTalk runs inside infrastructure you control. Conversations, memory, and subscriber data never leave your perimeter. You own the deployment, the data, and the relationship with your users.
Data Sovereignty
Conversations and memory remain inside your environment.
AI Independence
Connect your own AI providers or local models.
Infrastructure Control
Control storage, networking, scaling, and security policies.
Built for AI Persona Operators
Everything agencies need to run persistent, controllable digital personas at scale — without handing data to a third-party SaaS.
Private Deployment
Single-tenant installation inside your perimeter. Air-gapped capable, no shared infrastructure, no noisy neighbors.
Persistent Relationship Memory
Each persona maintains an evolving relationship with every subscriber across conversations and sessions. They remember what was said, what matters, and how the relationship developed.
Policy & Content Firewall
Inspect requests before model execution and enforce configurable interaction policies. Automated safety gate on every turn.
Content Pool
Operators upload their own media. Semantic selection matches content to subscriber context with per-user deduplication and segment-aware gating.
Multi-Modal
Text, voice messages, and talking avatars in one platform. The same persona communicates across modalities without breaking character.
Operator Control
Roles, permissions, subscriber management, block/unblock, analytics. Full operational control over every aspect of the deployment.
AI Handles Scale.
Humans Handle Value.
Thousands of routine conversations run on autopilot. When a high-value interaction is detected, an operator takes over seamlessly — speaking through the persona, with configurable disclosure.
Operator Console
Full operational control over every conversation, subscriber, and persona. This is where MatchTalk stops being a chatbot framework and becomes a managed platform.
Persistent Relationships
Each subscriber gets a personal, evolving relationship with the persona. Memory persists across sessions, restarts, and time. The persona remembers what was said, what matters, and how the relationship developed.
Relationship Memory
Powered by AMS
Per-subscriber, per-persona memory isolated from every other conversation. The persona recalls facts, preferences, and shared history weeks later.
Architectural Isolation
Each subscriber's memory is isolated by design. No cross-contamination between users, no shared context, no data leakage.
Unique Content
Each subscriber consumes from the content pool without seeing duplicates. Per-user deduplication ensures every photo, voice message, and video clip feels fresh and personal.
What's in the Box
Three layers, deployed together as a single package inside your infrastructure.
MatchTalk
Orchestrator + Web Chat + Operator Console
The dialogue engine. Handles conversations, multimodal interaction, operator control, and subscriber management.
Relationship Memory
Powered by AMS
Long-term, per-subscriber memory. Each persona remembers every relationship across sessions, restarts, and time.
Persona Studio
Powered by CortexBit APB
Character constructor with over 100 personality parameters, biography, behavioral rules, and relationship definitions.
MatchTalk ecosystem — three layers deployed together inside your perimeter.
Specialized Character Interaction Model
A model trained specifically for character-driven dialogue. Personality consistency, emotional depth, and multilingual reach in one engine.
Deployment Options
Choose the deployment model that fits your security and infrastructure requirements.
On-Premise
Install inside your datacenter. Full control, full sovereignty, no external dependencies.
Dedicated Infrastructure
Customer-owned or customer-leased dedicated server. Your hardware, your network, your rules.
Turnkey Deployment
CortexBit-assisted setup on your infrastructure. Ready to run in hours, not weeks.
Enterprise Security & Diagnostics
Designed for organizations that cannot send subscriber data to external clouds. Everything stays inside your perimeter — and you have the tools to verify it.
Customer-Controlled Diagnostics
Operational telemetry stays local by default. Technical support data is shared only when explicitly authorized by the customer. Support bundles are sanitized — no conversations, no memory records, no credentials, no PII.
CortexBit Does Not Sit Between You and Your Users
MatchTalk runs inside infrastructure you control. CortexBit does not operate your conversations, store your subscriber relationships, or hold your AI provider credentials.
Who Is This For
Built first for AI influencer and virtual creator operators. Designed to scale across enterprise digital personas.
AI Influencer Agencies
The first beachhead. Operators running AI characters on Instagram, TikTok, and other platforms bring subscribers into a private, controlled environment for personalized engagement.
Brands & Digital Ambassadors
Persistent brand characters that know products, remember customer preferences, and maintain relationships across interactions.
Education & Training
AI tutors and training personas with per-student memory, progress tracking, and adaptive interaction.
Sales & Customer Engagement
Digital sales representatives that qualify leads, recall past conversations, and escalate to human operators when value is detected.
See MatchTalk in action
Watch interactive episodes, explore character personalities, and experience long-term memory in action. These demos show the conversation quality that MatchTalk delivers inside your infrastructure.
Your infrastructure.
Your AI accounts. Your data.
CortexBit software.
Talk to our team about deploying a private AI persona platform inside your infrastructure.
Talk to our teamA CortexBit product · Hong Kong SAR