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繁體中文Use lower-cost cloud models
Route suitable work to cheaper cloud models while the same GPT.to Brain supplies private context, rules and verification.
Self-learning business AI · Private company Brain
Frontier models are brilliant. Your Brain knows your business.
They have billions of parameters, but none of them know you, your company or your customers. GPT.to adds that missing knowledge—learning how you think, decide and work—so any approved model can perform like your best employee.
Answer your emailsCustomer service done right. GPT.to learns from every email reply you send and answers for you once the Brain is trained.
Answer your chatsRun it as a website widget, connect it to WhatsApp or Telegram, and let it answer customer questions with business context.
MCP for your agentForget fragile RAGs, markdown files, memory gaps and hallucinations. Plug a real Brain into your agent.
Private workspace
Access the Agent Brain console.
Continue training memories, reviewing synapses and managing the company BrainGraph. Invite access is reserved for approved self-learning business AI pilots.
Register? Do you have an invite?
© 2026 ExcursionPass Inc.
One Brain · Any approved model
Keep your Brain. Choose the model economics.
GPT.to's accumulated intelligence lives in its BrainGraph—memories, principles, identity, tools and workflows—not in one model vendor. Change model backends without throwing that context away; model quality and limits still affect each generated answer.
Run Qwen3.6 on your own hardware
Use Connector Desktop with a compatible local OpenAI endpoint. No public model port: the device opens WSS over outbound port 443.
Proven pilot: Qwen3.6-35B-A3B Q4_K_M on an RTX 5090.Compatibility targets: MacBook Pro M5 with at least 32 GB unified memory, PC with RTX 3090 or newer, or any GPU/configuration able to fit and run the selected quantization. Strict preflight is required.
What stays when the model changes
Long-term memory, evidence, principles, identity, permissions and retry-safe workflows remain in Brain V2. The selected model is compute, not the system of record.
Featured use case · Speed-to-lead sales agent
The lead is shopping now. The first useful response wins the conversation.
When someone requests a quote, they are at the highest point of interest and often contacting competitors. GPT.to responds while they are still paying attention, answers the real question and gives them a reason to take the next step with you.
21×
Higher odds of qualifying a web lead at five minutes versus 30 minutes.
The original Lead Response Management study analyzed more than 15,000 leads and 100,000 call attempts across three years.
Read the 2007 InsideSales/MIT studyFrom inquiry to actionWhat happens before minute five
Intent is captured instantly
Website form, email, chat, WhatsApp or Telegram: the new opportunity reaches the agent the moment it arrives.
Your Business Brain builds the answer
It matches the inquiry with your services, territory, availability, past answers, proof and operating rules.
The lead gets a reason to act
GPT.to sends a useful personal response, asks the right qualifying question and drives the next action.
Cited precisely: the 21× figure comes from the 2007 InsideSales/MIT study. Harvard Business Review published separate research in 2011 showing that most companies were responding far too slowly.Read the HBR research
Self-learning architecture
From isolated signals to an AI that understands your business.
GPT.to turns email, meetings, documents and workflows into a living BrainGraph: evidence-backed memory, replay, semantics, identity, ethics and customer-universe operating context.
Emails, documents, meetings, calls, videos and business signals.
Scope: L0-L2 capture experiences, facts, responses and patterns.Recovers transcripts, key scenes, context and original evidence.
Scope: L0-L2 capture experiences, facts, responses and patterns.Turns scattered information into connected, reusable concepts.
Scope: L0-L2 capture experiences, facts, responses and patterns.Extracts decision rules, commitments, patterns and strategic criteria.
Scope: operating principles.Preserves the style, priorities and way of thinking of a role or company.
Scope: agent/company identity.Detects inconsistencies, gaps, drift and opportunities to improve.
Scope: metacognition and proposals to improve the Brain itself.Maintains vision, culture and continuity across time.
Scope: global awareness and system state.Applies legal, reputational and ethical guardrails before action.
Scope: ethics, limits and governance.Connects decisions to market context, strategy, culture and long-horizon consequences.
Scope: the client's universe: how it is organized and how it understands its world.Practical enterprise applications
Enterprise workflows where business memory compounds.
AI that reads your emails, learns your entire business, handles repetitive customer support emails, spots opportunities and runs wide direct marketing email campaigns for you to reach more customers.
01
Executive Assistant / Virtual Chief of Staff
A personal assistant for executives that remembers the full context and prepares decisions before every meeting.
- Briefings before meetings.
- Early detection of strategic or ethical risks.
- Less time lost searching for information.
02
Living Corporate Memory
Converts manuals, policies, minutes and historical knowledge into a shared brain for the whole company.
- Answers aligned with history and values.
- Protects knowledge when people leave.
- Speeds up onboarding and decisions.
03
Meeting Intelligence Analyst
Processes Zoom, Teams or Meet conversations to extract tasks, risks and accumulated patterns.
- Smart summaries and automatic follow-up.
- Patterns detected across time.
- Hours saved every week.
04
Onboarding and Training Mentor
Guides new employees through their first months with consistent, available and aligned answers.
- Reduces ramp-up time.
- Responds 24/7 with company values.
- Keeps training consistent.
05
Compliance and Ethics Guardian
Reviews proposals, contracts and communications before sending them to reduce legal and reputational risk.
- Warnings before sensitive messages.
- Decisions connected to policies.
- Auditable review history.
06
Project and Technical Knowledge Manager
Supports product, engineering or consulting teams by preserving strategy, decisions and technical learning.
- Avoids repeating past mistakes.
- Maintains strategic alignment for months.
- Works as the team's second memory.
Deploy an AI employee that remembers your business, adapts to your style and thinks one step ahead.
Your company gets a private, evolving cognitive layer: it learns from prompts, customer history, conversations and operating rules, then keeps improving across support, sales, operations and executive decisions.
Recommended next steps
From idea to enterprise pilot without friction.
Connect the channels where your business already happens, test the Brain, then let it answer in production.
Connect your mailbox
The Brain starts digesting your emails and learning from your replies. As ingestion and synapses mature, it understands more of your business.
Test the training
Once the Brain matures through ingestion and synapses, you can test it and correct it directly through chat or email.
Integrate your stack
Connect your favorite stack and let the Brain control responses across email, chat, WhatsApp, Telegram and your website.