COMPANY-SPECIFIC LANGUAGE MODELS
Ephemerent
Intelligence.
We’re developing language models for a company’s internal knowledge, software, and security needs. We’re looking for organizations interested in future pilots.
Join the waitlist →For prospective customers and pilot partners.

01 / ORGANIZATIONAL INTELLIGENCE
Useful answers from internal knowledge.
Language models grounded in your documents, data, tools, and institutional knowledge—with answers traceable to your latest approved information.
- Stay current as organizational knowledge changes
- Improve through feedback and controlled continual-learning pipelines
- Integrate with internal software and business processes
- Private operation, role-based access, and human oversight
02 / SECURITY INTELLIGENCE
Security research, specific to your systems.
We’re also exploring cybersecurity-focused models customized to each company’s infrastructure, with the potential to analyze security events and improve through verified attacks, defensive outcomes, and controlled reinforcement learning.
These are research and development directions. Joining expresses interest; it does not guarantee access, a pilot, or a delivery date.
REGISTER YOUR INTEREST
Join the Ephemerent Intelligence waitlist
Tell us what you would use a company-specific model for. We’ll contact selected organizations as early-access and pilot opportunities become available.
Required fields are marked *. Please do not submit confidential, proprietary, or security-sensitive information.
Questions or partnerships:
kt@ephemerent.com