The Privacy-First AI Workspace

One platform for coding, presentations, and research. Built on our own infrastructure so your data stays yours.

GLM-5.1
Foundation Model
Private
By Default
Unified
Workspace
Vision

One Platform.
Every AI Workflow.

We're building a unified AI workspace that brings coding, presentations, and deep research into one place. No vendor lock-in. No opaque data practices. Just fast, trustworthy AI that works the way your team needs it to.

Your data is never used to train models
Complete data isolation from day one
Sub-second latency, no rate limits
LRL
The Problem

Today's AI Tools Are Fragmented, Opaque, and Risky

Siloed by Design

Developers use one tool, researchers another, presenters a third. No shared context. Constant context-switching kills productivity.

Vendor-Locked

All inference runs on third-party infrastructure. You surrender latency control, cost predictability, and the ability to audit your data.

Opaque Data Practices

Leading AI vendors quietly use customer prompts and documents to retrain their models. Most enterprise teams don't even know it's happening.

Our Solution

A Unified AI Workspace - Infrastructure We Control

Unlike SaaS-only vendors, we own the full stack. Our dedicated infrastructure is the engine beneath every product - giving us cost control, low latency, and complete data isolation.

WorkspaceUnified interface for all AI-powered tools
Product SuiteIDE integrations, presentation generator, research assistant
Private GPU ClusterDedicated inference infrastructure we own and operate
Cost control, sub-second latency, and complete data isolation that cloud-routed competitors simply cannot match.
Product

Three Pillars. One Workspace.

Developer Tools

IDE integrations, repo-level agents, CI helpers, and context-aware code review - purpose-built for software engineering teams.

AI Presentation Generator

Prompt-to-deck in seconds. Export to PPTX or PDF. Structured, professional slides without starting from a blank canvas.

Research Assistant

Long-context literature review, citation management, experiment summaries, and structured long-form reports for researchers and analysts.

Technology

Built for Complex, High-Stakes Work

Our platform is powered by GLM-5.1 - a frontier-class model with the depth and context length that serious work demands.

Mixture-of-Experts Architecture

Activates only the relevant expert subset per token, delivering frontier intelligence at dramatically lower compute cost per inference.

Extended Context Windows

Handles massive codebases, full research corpora, and long document chains without truncation. Essential for deep work.

Top-Tier Agentic Performance

Ranks among leaders on software engineering and agentic task benchmarks, making it uniquely suited to developer and research workflows.

Infrastructure We Own

Not routed through third-party APIs. We control latency, throughput, and unit economics from day one.

No rate limits. No per-token markups. No data leaving our perimeter.
Privacy & Trust

Your Data Is Never Used to Train Our Models

Zero Training on Your Data

Prompts, documents, and code are never ingested into model training pipelines. By default, contractually, and verifiably.

Transparent Policies

Clear documentation on what is stored, for how long, and why. No buried clauses. No surprise data reuse.

Full Auditability

Enterprise customers get access logs and data controls to independently verify how their data is handled at every step.

Market

Rising Demand Meets Rising Privacy Expectations

AI adoption in software and knowledge work is accelerating. At the same time, enterprise procurement teams are imposing stricter data governance requirements. We sit at the intersection of both forces.

The Convergence Moment

A unified workspace powerful enough to win on capability and trusted enough to pass enterprise procurement.

Privacy as a Hard Gate

Privacy compliance is becoming a requirement for enterprise AI deals, not a nice-to-have. We are built to clear that bar from day one.

Business Model

Simple, Predictable, Scalable

Seat-Based Subscriptions

Per-user monthly or annual plans. Higher tiers unlock priority inference, advanced agents, and extended context.

Usage-Based Compute

Token and task consumption add-ons for high-volume research and code generation, aligning revenue with value delivered.

Enterprise Agreements

Annual contracts with dedicated support, audit logs, SLA guarantees, and SSO/SAML integration.

Our GPU cluster is an internal advantage, not a product we sell. Its cost is amortized across thousands of SaaS customers, driving improving unit economics at scale.
Roadmap

Clear Milestones, Capital Deployed

Q2 2026

Infrastructure Live

GPU cluster operational. Developer tools closed beta launches.

Q3 2026

Presentation Generator Public Beta

Presentation tool enters public beta. First paying enterprise seats.

Q4 2026

Research Assistant GA

Research assistant reaches general availability. Full workspace unified under single login.

Q1 2027

Scale & Expand

Enterprise agreements, expanded capacity, international markets.

Get Started

Build With Us

We're looking for investors, partners, and early enterprise customers who believe AI should be powerful and private.