Research & Development

AnovaAI Labs.

Where we build, test, and refine AI systems. From agentic models to cloud memory — this is what we are working on right now.

Lab runtime
Research systems under active test.
prompt evals
memory checks
tool calls
18.4k
Agent runs
42
Eval suites
17
Models tested
Evaluation pipeline
Research to product signal
Live
Retrieval accuracy86%
Tool reliability74%
Latency target63%
What We Do

Five Pillars of AnovaAI Labs

Every project in the labs falls under one of these categories — each feeding into better AI for real businesses.

Research

Exploring new architectures, training methods, and model behaviors.

Development

Building production-grade AI systems from our research findings.

Operations

Running and monitoring AI workloads at scale in the real world.

Experiments

Testing hypotheses with rapid prototypes and controlled trials.

Studies

Publishing what we learn so the broader community benefits.

Lab operating system

Every experiment gets measured before it becomes a product.

We track model quality, reliability, latency, and real-world usefulness in the same place so promising research can move into client systems with less guesswork.

Evals
Model behavior
Bench
Tool use
Active
Cloud memory
Study
Weather signals
Focus Areas

What We're Researching

Active research spanning model architectures, training techniques, deployment strategies, and applied AI.

Model Distillation

Shrinking large models into fast, deployable versions without losing quality.

Model Training

Fine-tuning and training models on domain-specific data for real business use.

Image & Video Gen

Generating visual content with AI for marketing, product, and creative workflows.

SoTA Tracking

Monitoring state-of-the-art benchmarks across every major AI capability.

Agentic Systems

Multi-step AI agents that plan, reason, and execute tasks autonomously.

LLM & Chatbot

Conversational AI tuned for customer support, sales, and internal ops.

Small Language Models

Compact models that run locally on-device with minimal resources.

Cloud Models

Scalable AI infrastructure for high-throughput enterprise applications.

Micromodels

Ultra-lightweight task-specific models embedded directly into workflows.

Featured

Flagship Projects

Latest

AnovaAI LLM

Our agentic model platform — building, training, and deploying AI agents that reason and act on real business workflows.

Read more
How We Work

From research to production.

01

Research

We explore architectures, training methods, and model behaviors that matter.

02

Prototype

Rapid experiments and controlled trials let us test hypotheses fast.

03

Productize

Successful experiments graduate into production systems for clients.

04

Publish

We share what we learn so the broader community benefits from our work.

Explore the Labs

Every area of our research, all in one place.

FAQ

Questions About the Labs

What we do, how it works, and how you can get involved.

AnovaAI Labs is the research and development arm of AnovaGrowth. We build, test, and improve AI systems — from large language models to lightweight micromodels — and publish what we learn along the way.
Some of our work makes it into our client projects directly. We also offer Research Previews where select partners can test early versions of new models and tools before they go into production.
Everything we build in the labs feeds back into better client outcomes. When we improve our model training pipeline or develop a new agent architecture, those improvements end up in the AI systems we deploy for businesses.
Our weather prediction work is currently in the research phase. We are evaluating accuracy across different regions and conditions before making any tools publicly available. We share high-level findings on the research page.
It is our subjective, internal assessment of how close current AI systems are to artificial general intelligence. It is not a scientific measurement — think of it as our team's informed perspective on where the technology stands today.
We are open to research partnerships, beta testing, and collaborative experiments. Reach out through our contact page and tell us what you are working on — we love connecting with people who are pushing AI forward.

Research that ships.

Everything we build in the labs ends up in real products. If you are working on something ambitious and need AI that works — let's talk.