Multi-Agent Operating System
A Multi-Agent operating system — task scheduling, sandbox isolation, memory and model assembly converged into one enterprise OS, with pre-built agents for office, finance, risk, marketing and ops.
Evidence notice: cases, figures and inferred project metadata are unverified scenario illustrations, not established client outcomes, credentials or return promises. Signed contracts define scope, fees, baselines, acceptance and data responsibilities; client business data stays off-chain.
1. Key Capabilities
- Single → Multi-Agent —— DAG / event-driven / long-running orchestration with visual business design.
- Sandbox & Permission Isolation —— Per-agent sandbox with role-based permissions — over-reach auto-blocked.
- Memory & Model Assembly —— Layered short/long-term memory, models dynamically assembled per task difficulty.
- Out-of-the-Box Agents —— Office, finance, risk, marketing and ops agents — deploy and ship.
2. Representative Scenarios
Investment research collaboration · group-finance automation · risk & compliance · marketing content pipelines · IT/SRE smart ops.
3. Quantified Outcomes
85%+ first-pass success on complex tasks, 3×–10× per-person throughput, new-scenario time-to-live from months to weeks.
4. Specs & Fit
| Core components | Scheduler / Sandbox / Memory / Assembly |
| Pre-built agents | 20+ industry templates |
| Governance | Permissions / audit / replay |
| Extensibility | SDK / REST / MCP |
5. Case Digest
Bank ops agent matrix
20+ standard agents cover front, middle and back office.
-45% human-touched task volume.
Marketing agent campaigns
Strategy, creative, delivery and review agents close the loop.
-70% creative time-to-live, 1.8× ROI.
Group legal contract matrix
Drafting, review, negotiation and archival agents chained; key clauses auto-compared.
-62% turnaround, -75% missed-risk-clause rate.
Global supply-chain orchestration matrix
Planning, procurement, logistics and customs agents collaborate across time zones.
-48% line-down events, -19% total logistics spend.
6. FAQ
Q. Difference from single-agent frameworks?
A. Built-in scheduler, sandbox, memory and assembly — production-grade, not a demo toolkit.
Q. How is agent runaway prevented?
A. Sandbox + permission allowlist + audit replay; key steps allow human takeover.
Q. Out-of-the-box agents?
A. 20+ templates for office, finance, risk, marketing, ops — extensible.