Agentic And Data Solutions for Real World
Agentic solutions for small businesses, expert-led AI training, and advanced deep-tech research assistance built for the new age of intelligence.
Our Principle
Intelligence is not just about algorithms; it's about principled design.
Visionary Engineering
We believe in code that evolves. Our systems are designed to learn, adapt, and scale with your business needs.
Agentic Autonomy
Moving beyond automation to true autonomy. Our agents perceive, reason, and act to solve complex problems.
Foundationally Secure
Security isn't an afterthought. We build trust into the very fabric of our AI architectures.
Who We Are
Ex-Engineers from Google, Meta, Microsoft, Amazon, and other top companies have come together to build Principle AI Inc.
We are a team of engineers, designers, and researchers who are passionate about making human intelligence more powerful with AI.
Global
San Jose & India
Indie
Fully Bootstrapped
Focus
Research Oriented
Method
RLHF & Training
Software Stacks
World Prediction
A real world model that predicts real world events based on deep research, real time feeds and massive amount of data. Gives you an early edge in competition.
- Probabilistic predictions
- Location, Topic specific predictions
- Detailed and actionable prediction reports
Agentic Solutions for Small Businesses
We build and deploy production-ready agentic systems tailored to optimize small business operations. We focus on **Building Agents for Automation** and **Building RAG systems** (Retrieval-Augmented Generation) to help you automate workflow reasoning, eliminate manual overhead, and query internal knowledge bases with state-of-the-art accuracy.
- Building Agents for Automation to streamline workflows
- Building custom, highly-secure RAG systems
- Intelligent operations & CRM integration
Proprietary datasets & training pipelines
We have built highly customized, proprietary datasets in the fields of software engineering and fintech. We also specialize in **Building training pipelines** that allow businesses to securely compile, clean, validate, and train model systems using custom internal domain knowledge.
- Building custom data curation and training pipelines
- High-quality proprietary training datasets
- Fine-tuning infrastructure and data pipeline auditing
Human-in-the-Loop & Reinforcement Learning
Principle AI provides a turnkey human-in-the-loop stack and vetted human experts for training AI. We specialize in **Reinforcement Learning** (RLHF / RLAIF) to teach agents complex reasoning, optimize decision-making models, and guarantee human-aligned outcomes.
- Expert Reinforcement Learning (RLHF/RLAIF) training
- Vetted domain experts for data alignment and rewards modeling
- Seamless agent-to-human verification workflows
Services & Training
Preparing industry, academia, and engineering teams for the new age of AI.
Institutional Training
We design custom curriculums and deliver specialized training programs for educational institutions and corporate industries to navigate and thrive in the age of agentic intelligence.
Strategic Consulting
Get senior architectural guidance and hands-on consulting on tech-stack decisions, model selection, custom fine-tuning pipelines, RAG setup, and operational deployment strategies.
Workforce Upskilling & Workshops
Accelerate your engineering and product teams with intensive technical workshops covering agentic automation frameworks, reinforcement learning principles, and modern evaluation systems.
Deep-Tech Research Assistance
Leverage our research expertise to design custom evaluation suites, optimize model inference architectures, and accelerate complex AI research breakthroughs.