A category being forced into existence.
Geopolitical volatility is structural, not cyclical. Boards now own supply-chain resilience, and the systems of record can't answer their questions. SNOE sits at the intersection of supply-chain risk management and decision intelligence — with an agentic, multi-tier approach incumbents don't have.
Survey — Market
The opportunity, drawn to scale.
Fig. 02 — Market layers
TAM
$4B / yr
AI supplier-network optimization, 2025
SAM
$2.2B / yr
Multi-tier intelligence & autonomous decisions
YEAR-10 TARGET
$110–155M ARR
5–7% of SAM · category leadership
ENTRY
$7–11M ARR
0.3–0.5% of SAM · lighthouse accounts
ADJACENT MARKET 01
$183.25B
Supply-chain risk management, 2025
The problem space SNOE operates in — growing on geopolitical instability and logistics disruption.
ADJACENT MARKET 02
$15.22B
Decision intelligence, 2024
Fastest-growing segment expanding at 15.4% CAGR through 2030.
Adjacent markets validate the space; they are not on the figure's scale. Sources: SNOE market analysis, 2025.
Operating Model
Pilot-first enterprise SaaS.
B2B enterprise SaaS with value-based pricing. The start-up phase concentrates on product, data integration, and pilot readiness — building toward paid pilots with OEMs and Tier-1 suppliers.
01 — PILOT
Constrained scope, real data
A paid pilot on a subset of suppliers, parts, and regions. Modular pricing lowers the barrier through conservative procurement cycles.
02 — PRODUCTION
Value-based enterprise SaaS
Pricing aligned to supplier network size, geographic footprint, and agent usage — anchored to downtime avoided and expediting costs saved.
03 — EXPAND
Land and deepen
Inventory, working capital, ESG, and network-redesign analytics expand ARR per customer; anonymized disruption data compounds the moat.
Flight Plan
Targets on record.
NEAR TERM — 0–24 MONTHS
- MVP in production
- ≤ 9 months
- Lighthouse customers
- 2–3 signed pilots
- Pilot-to-paid conversion
- ≥ 50%
- ERP integrations proven
- ≥ 2 platforms
- ARR run-rate
- $7–11M (0.3–0.5% SAM)
LONG TERM — 3–10 YEARS
- SAM capture by year 10
- 5–7%
- ARR at scale
- $110–155M
- Net revenue retention
- > 125%
- Tier-3/4 coverage
- Majority of accounts
- Regional presence
- ≥ 3 major regions
Reconnaissance
Where incumbents stop.
Visibility platforms alert; planning suites re-plan on a cadence. None close the loop from geopolitical signal to executed, multi-tier decision.
| Capability | SNOE | Resilinc | Everstream | Interos | Coupa |
|---|---|---|---|---|---|
| Geopolitical awareness (wars, sanctions, policy) | ● | ● | ● | — | — |
| Tariff & trade-policy intelligence | ● | — | ● | — | — |
| Logistics route disruption (ports, canals, weather) | ● | ● | ● | — | — |
| Signal → action closed loop | ● | — | — | — | — |
| Optimization under volatility | ● | — | — | — | ● |
| Executive decision readiness | ● | ● | — | — | — |
| Vendor agnostic | ● | ● | ● | ● | — |
From SNOE's competitive analysis; ● indicates assessed strength on the capability, — weak or indirect coverage.
Contact
Request the investor memo.
Full market analysis, roadmap economics, and pilot pipeline — available under NDA.