Index 02 A1 Firms / Product surface

Patent-Pending Platform (KR 10-2026-0009508)

Multi-LLM Orchestration for Strategy & Analysis.

A1trategize is an editorial intelligence platform that solves the cognitive limits and hallucinations of single AI models. By dynamically routing specialized tasks to a heterogeneous network of 5 LLM providers, it produces institutional-grade strategy reports.

5 LLM providers Patent-pending Report exports
Open A1trategize
A1trategize Pipeline Visualizer Active Trace / Latency: 420ms
Solar

Input Detection

Upstage Solar classifies the user query into Business, Career, IP, or semiconductor domains and expands prompt keywords.

Engine Solar
Target Adaptive
Built model stack

Operational Multi-LLM Stack

A1trategize is built around a live model stack rather than fixed role assignments. Each provider is wired as a capability layer for reasoning, citation context, drafting, critique, or multilingual strategy work.

Upstage

Solar

A Korean frontier model endpoint built into the stack for structured Korean and technical strategy work.
Perplexity

Sonar

A web-aware model layer used when current citations and external reference context are needed.
Google Gemini

Gemini

A long-context reasoning model used for dense brief synthesis, planning, and structured report drafting.
DeepSeek

DeepSeek

A critique-oriented model endpoint used to challenge draft logic and expose weak assumptions.
Qwen

Qwen

An Alibaba Cloud model family layer built into the current stack for multilingual reasoning and structured strategy output.
Application Verticals

Modular Domain Adaptations

A1trategize loads specialized prompt bases and rules depending on the domain. Semiconductor equipment workflows are one application of this core engine.

Domain 01

Business Strategy

McKinsey-style outlines, market size models, competitive landscaping, and growth initiative recommendations.

Domain 02

Semiconductor

Recipe parameter mapping built around semiconductor equipment data, cross-checking wafer sizes, temperatures, gases, and process constraints.

Domain 03

IP & Patent Strategy

Prior-art query matching, KIPO patent claim structuring, and draft patent background composition.

Domain 04

Career Coaching

Resume bullet impact audits, technical skill gap analysis, and global tech company interview prep.