Solacse is an empirically grounded AI emotional companion and a vertically integrated behavioral health ecosystem. Solacse is build on the foundational infrastructure for global emotional well-being, transitioning from an immediate digital therapeutic into a universal "Emotional Operating System." The Immediate Product: The Empirically Grounded AI & Human Bridge At its core, Solacse provides 24/7, evidence-based psychological triage. Unlike generic LLMs that rely on probabilistic guessing and hallucinate clinical advice, our AI utilizes a custom Retrieval-Augmented Generation (RAG) architecture. It actively queries a vectorized database exclusively populated with established clinical models. For instance, the system deploys Cognitive Restructuring (CBT) to break anxiety loops, Somatic Grounding (Polyvagal Theory) to interrupt acute panic, and Distress Tolerance (DBT) to manage emotional overwhelm. To guarantee scientific rigor, Solacse engineered with automated ingestion pipelines using Academic Knowledge Retrieval APIs (PubMed, Semantic Scholar, OpenAlex, Exa) that continuously feed peer-reviewed behavioral research directly into our framework. Crucially, Solacse operates as a sophisticated diagnostic layer governed by strict Psychological First Aid guardrails. If the system detects severe distress, cyclical negative loops, or suicide risk markers, it automatically triggers a secure escalation protocol. This safely routes the user to our built-in marketplace of certified human professionals (to be integrated) for live consultation, creating an unbroken, clinically safe continuity of care and if extreme cases it will automatically fall back to safe zone by providing emergency helpline number based on the user interpretation and interaction behavior. The Mid-Term Evolution: Proprietary Emotional LLM & B2B Telemetry The consumer application serves as the foundational data engine. By utilizing these continuous interactions, coupled with academic ingestion loops, to train a proprietary Large Language Model focused exclusively on human behavioral psychology. Refined through Reinforcement Learning from Clinical Feedback (RLCF), this LLM will evolve from a reactive tool into a proactive companion that anticipates fatigue and preemptively guides daily emotional regulation. Simultaneously, planning to scale this intelligence into the enterprise sector via a B2B API infrastructure. By integrating directly with corporate communication stacks (Slack, Teams) and HRIS, our ambient machine learning system will utilize strict opt-in, anonymized semantic keyword analysis to map organizational fatigue and identify severe burnout risks in real-time. This provides management with actionable telemetry to dynamically adjust workloads, transforming mental well-being into a measurable driver of corporate retention and productivity. The Long-Term Moat: Clinical Validation, Ambient Hardware, & IaaS To unlock subsidized exponential growth, Solacse will pursue FDA clearance as a Prescription Digital Therapeutic (regulated as Software as a Medical Device, or SaMD). By utilizing the FDA's Predetermined Change Control Plan (PCCP) framework, The AI will continuously update its algorithms while maintaining regulatory compliance. This clinical validation unlocks interoperability with major Electronic Health Record (EHR) systems and allows for direct insurance reimbursement from payers. To process non-verbal physical cues will deploy multimodal sensor fusion paired with dedicated edge-computing ambient hardware—acting as a digital "human nerve." Ultimately, Solacse will transition to an Infrastructure as a Service (IaaS) model. It will license the proprietary Emotional LLM to power the empathy and emotional intelligence of third-party consumer robotics, autonomous vehicles, and global digital infrastructure. ------- While interacting with managers, colleagues, and students, I observed a critical systemic blind spot: today, ambitious individuals are hyper-focused on solving "billion-dollar macro issues," yet they entirely neglect the silent epidemic of mental exhaustion and burnout. I chose to build Solacse because providing an empathetic, near-human digital partner can radically transform how people manage their daily lives. By acting as a comprehensive "umbrella of everything" for emotional well-being, this companion stabilizes the nervous system and solves foundational mental health issues. Achieving this unlocks incredible human potential, when people are emotionally regulated and feel understood, it opens doors to execute significantly more complex tasks with far greater speed, ease, and clarity. My academic specialty during my master's degrees at HSE University and MSU is in the field of management and business. This gave me a profound understanding of organizational behavior and how deeply understanding human emotion is the true key to driving operational execution. After observing how unresolved mental friction destroys productivity, I took the initiative to study clinical psychology and behavioral frameworks (like CBT and DBT) entirely on my own using open-source medical literature. This unique intersection, combining rigorous business management principles with self-taught, empirically grounded clinical architecture—allows me to perfectly execute Phase 1 (The Research Engine) and strategically scale it into a future enterprise B2B telemetry tool. Existing mental health chatbots hallucinate dangerous advice, and human therapy is often too delayed and expensive for instant relief. Through my direct observations across both academic and corporate sectors, I saw firsthand that individuals and employees do not just need a medical triage layer; they desperately need a reliable, near-human companion they can talk to in real-time to calm down. When employees have a partner that deeply understands human behavior and emotion, it solves burnout at its root. Solacse fills this void by acting as a highly empathetic conversational partner grounded in proven science. Looking to the future, the expectation is that this technology will become a ubiquitous standard for global workplace well-being, providing the exact emotional infrastructure needed to prevent burnout before it even starts.

Solacse

A quiet space

A quiet space