# TraceWeave Raises $2.26M for On-Device AI

> TraceWeave secures $2.26 million seed funding to build AI that runs without cloud.
- Title: TraceWeave Raises $2.26M for On-Device AI · Pulse 2.0
- Summary: TraceWeave secures $2.26 million seed funding to build AI that runs without cloud. TraceWeave raised $2.26 million to develop on-device AI with constant…
- Keywords: traceweave, naer d2sf, mirae asset capital, phase-titan, on-device ai, constant-memory, ai architecture, seed funding, smart glasses, drones, robotics, autonomous driving
- Source: Pulse 2.0 — https://pulse2.com/traceweave-raises-about-2-26-million-to-advance-constant-memory-on-device-ai-architecture
- Author: Amit Chowdhry
- Published: 2026-10-21T20:14:26+00:00
- Read time: 1 min
- Topics: traceweave, naer d2sf, mirae asset capital, phase-titan, on-device ai, constant-memory, ai architecture, seed funding, smart glasses, drones, robotics, autonomous driving
## TraceWeave Raises $2.26M
TraceWeave has raised approximately $2.26 million (KRW 3 billion) in seed funding to advance its on-device artificial intelligence architecture.
## Phase-Titan AI Architecture
TraceWeave is developing Phase-TITAN, a post-Transformer AI architecture designed to support long-context reasoning and multi-step agent workflows while keeping memory usage constant as context length increases.
## Memory Efficiency
Conventional Transformer models rely on key-value cache, which grows as context length expands and can create significant memory requirements.
## Phase-Titan Performance
At a one-million-token context without quantization, a comparable Transformer’s KV-Cache can consume tens of gigabytes or more, while its one-billion-parameter Phase-TITAN model uses approximately 0.04 GB.
## Real-World Testing
TraceWeave has already demonstrated a multi-step AI agent running on a smartphone using only the device’s CPU and without cloud access.
## Key takeaway

TraceWeave raised $2.26 million to develop on-device AI with constant memory usage.