VELOCELABS

Researching what comes after today's AI.

Advanced Intelligence · Computing · Physical Systems

VeloceLabs is the research arm of VeloceAI, exploring new approaches to intelligence, efficient computing, autonomous systems and emerging technologies. We turn promising research into experiments, open-source technology, prototypes and eventually real-world products.

VeloceAI Research · India → World

Our research labs

Five focused programs, each exploring a different frontier. Early stage, coherent thesis, real work underway.

VAILActive Research
Veloce Advanced Intelligence Lab

Researching smaller, more capable and more efficient intelligent systems, from specialised language models to reasoning, memory and autonomous agents.

Small language modelsReasoningLong-contextMemoryAgentsMultimodal
VASTActive Research
Veloce Advanced Systems & Technology

Exploring the systems and computing architectures required to make advanced AI faster, cheaper and more scalable.

Efficient inferenceQuantizationDistributed inferenceAcceleratorsTraining efficiency
ARMSEmerging Research
Advanced Robotics & Materials Science

Bringing intelligence into the physical world through robotics, embodied AI, sensing and next-generation materials.

Physical AIWorld modelsManipulationTactile sensingSmart materials
VAISEarly Research
Veloce AI for Science

Exploring how artificial intelligence can help scientists generate hypotheses, run simulations and accelerate discovery.

Scientific reasoningSimulationMaterials discoveryAutomated experimentation
VQXEarly Research
Veloce Quantum & Next-Generation Computing

Exploring computation beyond conventional architectures, from quantum systems to neuromorphic and photonic approaches.

Quantum algorithmsHybrid quantum/classicalNeuromorphicPhotonic computing

Current research

Real problems we're working on now, not a list of futuristic topics.

01

Efficient Small Language Models

Develop specialised models that can perform enterprise tasks while requiring substantially less compute and inference cost.

02

Long-Context Intelligence

Research approaches for reasoning over extremely large information spaces without simply increasing transformer context indefinitely.

03

Expert Intelligence

Explore architectures where specialised expert models or modules collaborate dynamically rather than relying on one enormous general-purpose model.

04

Faster AI Inference

Investigate model optimization, inference techniques and alternative computing approaches for lower latency and lower cost.

05

Autonomous Agents

Build AI systems capable of reasoning, planning, memory, tool use and completing longer-running tasks with appropriate human control.

06

Model Evaluation & Reliability

Research methods for measuring behaviour, migration safety, model quality, hallucination, cost and performance across different AI systems.

From research to real technology

VeloceLabs investigates difficult technical problems before they become obvious product categories. Successful research can become open-source infrastructure, published work, intellectual property or technology incorporated into VeloceAI products.

1Research QuestionA hard problem worth investigating.
2ExperimentSmall tests, fast iteration.
3PrototypeA working version, tested against real constraints.
4Open Source / Publication / IPWe share what we learn.
5VeloceAI TechnologyFolded into the platform.
6Product / DeploymentShipped to real users.

Future frontiers

Areas we intend to grow through internal research, researchers, university collaboration and industry partnerships.

Future directions we're building toward, not laboratories we operate today.

General-purpose robotics Quantum computing Advanced materials AI-driven scientific discovery Neuromorphic computing Photonic computing Human-machine intelligence Autonomous laboratories

Research philosophy

BUILD, DON'T JUST READ

We implement ideas, benchmark them and learn from real systems.

MEASURE EVERYTHING

Research claims should be testable, reproducible and supported by evidence.

RESEARCH → REALITY

The best research should eventually create technology that matters outside the laboratory.

Build the future with us.

We are looking for unusually curious students, researchers and engineers interested in difficult problems across AI, computing, robotics and emerging technology.

Research InternAI / ML Research
Research EngineerModels, systems and infrastructure
Student ResearcherProject-based research opportunities
Research CollaborationUniversities, researchers and industry partners

Exceptional applicants may be invited to interview for research internships, engineering roles or project-based research opportunities. We can't guarantee selection.

Apply to VeloceLabs

Research with us.

Researchers
Universities
Industry & Investors

We are open to research collaborations, compute partnerships, academic partnerships and conversations with organizations working on frontier technology.

Partner with VeloceLabs