SIGNAL
Warwick Business School×OneMundi

The new edge isn't AI —it's the depth that makes it viable.

SIGNAL is the first 48-hour AI-native viability environment — real enterprise AI problems, tackled by AI-native talent on AI-native infrastructure, producing evidence-grade commercial intelligence, not pitch decks.

Bring a Challenge → Apply as Talent →
Not a hackathon·Not a conference·Something new
Interactive · choose a perspective

Real AI viability, proven inside real operations.

In 48 hours, SIGNAL delivers an evidence-grade verdict on real AI viability — modelled against your actual constraints, not a sandbox.

  • 01
    Your real workflow
    Costs, systems and constraints — exactly as they are, never a sandbox.
  • 02
    Pulled through the environment
    Feasibility, economics and integration are modelled, not demoed.
  • 03
    One evidence-grade verdict
    A readout no vendor, consultancy or pilot can produce.
The viability cycle
Deliverable 01

A board-ready verdict on one real AI workflow.

Deliverable 02

The unit economics, modelled against your reality.

Deliverable 03

First-look access to the talent who cracked it.

The depth AI gives you mirrors the depth you bring.

For those who already think with AI. In 48 hours on a real enterprise problem, the strongest reveal themselves — the AI-native changemakers enterprises need.

  • 01
    You bring the depth
    Context, judgment, the right questions — the part AI can't supply.
  • 02
    AI mirrors it back
    Shallow in, shallow out. Depth in, depth out — every time.
  • 03
    We measure the difference
    Not your tools or your CV — how far you can actually take it.
Talent, woven in
Deliverable 01

Proof of how you operate with AI on a real problem.

Deliverable 02

A first-look window to the enterprises watching.

Deliverable 03

A place in an ecosystem that keeps compounding.

An AI-native event, on AI-native infrastructure.

SIGNAL doesn't talk about AI — it operates AI-natively, end to end. Every challenge, every team, every readout runs on a frontier AI layer provided by our infrastructure partner. The medium is the message.

  • 01
    Every team operates with AI
    AI as cognitive infrastructure — not a tool bolted on the side.
  • 02
    On a frontier AI substrate
    Models, compute and tooling provided by our infrastructure partner.
  • 03
    The medium is the message
    An AI-native event proves the thesis — what the next generation defaults to.
Infrastructure, evolving
Proof 01

Frontier AI, proven under real operating conditions.

Proof 02

A working blueprint for AI-native operations.

Proof 03

The thesis demonstrated — not described.

Warwick Business School - changemakers of the AI-native era.

A top-1% business school producing changemakers. In the AI-native era, that means staying master of context and direction while AI does the analysis — proven under real enterprise stakes.

  • 01
    A cohort, AI-native
    WBS changemakers operate AI as cognitive infrastructure — under real stakes.
  • 02
    A dataset only WBS owns
    Every edition compounds into longitudinal intelligence no other school holds.
  • 03
    First mover redefines the top
    97% of schools mention AI; almost none changed how they teach. WBS moves first.
The learning loop
Top 1%
Globally — among all business schools
#3
Online MBA worldwide · FT 2024
Triple
Accredited · AACSB · AMBA · EQUIS

From challenge to signal.

The 48 hours, end to end · Q4 2026 · Warwick Business School
01
Challenge

Enterprises submit real AI challenges from inside live workflows.

02
Cohort

AI-native changemakers form teams around each challenge.

03
48 Hours

Teams operate AI-natively: feasibility, economics, integration.

04
Experience

Built around the state of the person — supported, not depleted.

05
Signal

An evidence-grade viability readout, delivered.

Designed around the human.

The best work in 48 hours doesn't come from pushing people harder — it comes from people operating at their best. SIGNAL is designed so the state of the person, mind and body, is actively supported throughout. Well-being is infrastructure.

Everyone else resets.
We compound.

Every challenge, every cohort, every breakthrough compounds into one living record of what actually works in the AI-native economy. SIGNAL 001 is line one. We're building the viability layer of European AI — and whoever owns that record will help write the terms of the next decade.