Operating from Bengaluru · est. 2024 Volume 01 / Manifesto

Engineering the
next foundation
of artificial
intelligence.

X38 AI Labs builds general-purpose world models — systems that perceive, reason, and act beyond language. Our work spans applied research, infrastructure, and the products built upon them.

Our vision → Research index
Index
§01
VisionWhat we are building toward
§02
ResearchFour directions, one frontier
§03
ProductsWhere research meets practice
§04
ThesisA note from the founders
§ 01
Vision

Language is one modality of thought. The world is many. We are building the models that learn from all of them.

Filed under
Foundations
Multimodal
Embodied reasoning

Reading time
≈ 3 min

The dominant paradigm of the last decade treated intelligence as a function over text. It produced extraordinary instruments — assistants that converse, generate, and summarise. But text is a compression of reality, not reality itself. To act in the world a system must also perceive it.

X38 AI Labs is engineering the substrate for what comes next: foundation models grounded not only in language, but in vision, audio, structure, code, and the latent physics of the systems they interact with.

We treat intelligence as a research programme, not a product feature. Each of our five product surfaces is, in effect, a deployed experiment — a place where a hypothesis meets a paying user and is held to account.

The output of the laboratory is not a model. It is a generation of systems that perceive, reason, and act.

Operating principles

  1. Research is the product

    Every system we ship is a public claim about how intelligence should be built. The claim must be defensible.

  2. Compose, do not collapse

    General intelligence is an orchestration of specialised systems, not a single monolith. Architecture before scale.

  3. Deploy to learn

    A model only finishes training in production. Our products are the instrumentation by which the laboratory hears the world.

§ 02
Research

Four open directions — one continuous frontier from perception to action.

Active programmes
04 / 04

Publication cycle
Continuous

Last update
Q2 · 2026
R.01

Multimodal perception

Models that read images, video, audio and structured data as a single field — the foundation of any system that must act in the physical world.

Active
R.02

Agentic reasoning

Specialised agents that plan, delegate, and self-correct in collaboration. The unit of computation is no longer a token; it is a decision.

Active
R.03

Generative media

Controllable models for image and video synthesis, with an emphasis on compositional editing rather than open-ended prompting.

Active
R.04

Applied enterprise AI

Bringing foundation-scale reasoning to the systems organisations already run — databases, dashboards, customer flows, internal tools.

Active
§ 03
Products

Five deployed surfaces. Each is where a research thesis meets the world.

P.01maps to
R.04
xql.aiThe AI-native data layer
A database and backend for any online platform — integrating with data systems at its core to power advanced analytics, decision-making, and richer responses. Built so that any product can reason over its own data without rebuilding its plumbing.
Databases Backend Analytics RAG-native
Visit xql.ai ↗
P.02maps to
R.02
flexchat.aiAssistants for every voice
A platform where businesses and individuals build smart assistants — text or voice-powered bots — for any use case, from a domain mentor to a customer-support specialist. The conversation surface for the agentic stack.
Voice Chatbots Mentor Support
Visit flexchat.ai ↗
P.03maps to
R.03
onepanel.inOne workspace, every surface
An all-in-one web and native app-building platform — from websites to dashboards to mobile and desktop apps. A single workspace that takes a product from prototype to production across every form factor it will live on.
Web Mobile Desktop Builder
Visit onepanel.in ↗
P.04maps to
R.02
xql.oneA society of specialist agents
An agent platform with thousands of specialist agents that smartly collaborate to achieve any task you give them. The clearest expression of our thesis: intelligence as orchestration, not as a single model.
Agents Orchestration Automation Multi-agent
Visit xql.one ↗
P.05maps to
R.03
sixart.aiGenerative media, end to end
A creative platform for AI-native media — images, cinematic video, and music — built around precise, compositional control rather than open-ended prompting. The studio surface for our generative research.
Image Cinematic video Music Studio
Visit sixart.ai ↗
§ 04 · Thesis

“The next foundation of AI will not be a larger language model. It will be a world model — a system that has been taught what reality looks like, how it behaves, and what it feels like to act inside it. That is the laboratory we are building.”

The X38 Founders · A Note, 2026