alvavinciInformation collection
Agents continuously collect market data, deal information, news, and operating signals for each business.
Operations / AI Division
About the AI Division
Sora Intelligence builds AI agent teams that collect, organize, analyze, and report information for each business area, led by Sora.
Specialized AI teams sit inside each business so that representatives and operators can focus on the decisions themselves. To put AI agents into your own workflows, see AI Engineering.
01 / Philosophy
Sora Intelligence's approach
SORA INTELLIGENCE — AI DIVISION
We treat AI not as an automation tool, but as an execution layer that raises the quality of information sitting in front of management decisions.
Each business area has different sources, viewpoints, and reporting needs. Sora Intelligence designs specialized AI teams around those contexts and keeps them running.
The aim is not to produce more fragments of information, but to keep people in a state where the next decision is easy to reach.
02 / Functions
Core functions
Summarization
Scattered information is organized into decision-ready summaries where the key issues are visible.
Analysis
Agents support deal comparison, trend analysis, and financial framing before a decision is made.
Reporting
Updates are delivered through Slack and recurring reports at the level of detail each audience needs.
03 / Structure
AI team structure
Sora acts as the control point, with specialized AI teams per business area sharing a common base while keeping their own information design and operating loops.
Representative
DECISION
Sora Intelligence
Sora / Agent Operations Lead
Real Estate AI Team
MIO
- Regional property / space utilization
- 8 units / 26 agents
Business Development AI Team
KANA
- Deal analysis / post-succession
- 6 units / 19 agents
Finance AI Team
REI
- Finance
- 3 units / 6 agents
04 / Operating Policy
Operating policy
- Humans make the final decision; AI stays focused on preparing what comes before it
- Collection scope, level of detail, and reporting formats are tuned per business area
- Freshness, assumptions, and risks are made explicit so decisions are easier to reach
- Team design itself stays extensible for new businesses and new operating requirements
Contact
Get in touch
We welcome conversations on AI and software development, business succession, acquisitions, business development, and real estate utilization — including early-stage exchanges.