Every time you switch AI models, you re-explain everything. That friction has a name — the Re-Briefing Tax — and it compounds across every knowledge worker who uses AI seriously. Presence Continuity™ is the infrastructure layer that eliminates it. Context persists across model switches, session ends, and device changes. The routing decision is invisible. The human never re-briefs.
The Re-Briefing Tax is the most expensive invisible overhead in knowledge work today. But the structural failure underneath it extends far beyond a single productivity problem.
Every AI model switch requires full context re-establishment. Project background, active decisions, preferences, constraints — everything re-entered from scratch. 10–20 minutes per switch. Three switches a day. One hour of overhead — every day. A week's overhead every month. Six weeks a year.
Context loss is not a user experience problem — it is a structural failure. Active project state, decisions in flight, operator cognitive mode, prior reasoning — all lost at every session boundary. Errors accumulate not at the core of the system, but at the seams between its parts.
When context is lost, so is accountability. AI systems that cannot demonstrate what they knew — and when — fail governance requirements. Traceability is not optional. It is the foundation of trusted AI. Presence Continuity™ provides a full, timestamped context audit trail at every boundary.
Presence Continuity™ is a model-agnostic infrastructure layer. It sits above all AI model interfaces — classifying every incoming task, selecting the optimal model, and pre-loading the full project context before the prompt lands.
The human never re-briefs. The model switch is invisible. The session that ended yesterday continues today — regardless of which model is dispatched.
Built on Supabase for context persistence. Dispatches to Claude, OpenAI, Gemini, Perplexity, and Tavily. Extensible to any model endpoint. Human sovereignty enforced at architecture level — the human always controls what persists.
Presence Continuity™ routes to the optimal model — not the default one. Every companion dispatches with full project context pre-loaded. The human never notices the switch.
"Every AI system that operates with a human across time should know where it left off. Context is not a feature — it is the foundation that is missing."
— Stevie Dymond, Founder · NeoSoulTech Ltd
Presence Continuity™ is NeoSoulTech Ltd's first active product — the AI continuity infrastructure layer that every other product in the platform will consume. Built in Taipei. Incorporated in the UK.
Explore NeoSoulTech →We are working with partners across workplace AI, enterprise systems, and emerging AI infrastructure. If you are building in any environment where context loss carries a measurable cost — we would like to hear from you.