Forreast Intelligence Report
ER-02 Country Landscape: US
Generated August 25, 2026· Confidence: moderate· Type: sector_landscape· Forreast Score: 62
ER-02 Generalized Landscape — US
> Forreast Intelligence · ER-02 Generalized Landscape · 2026-08-25 08:44 UTC
> Scope: country = US · Companies in cut: 20 · Random seed: `7`
> Aggregate Forreast Score: 48.0/100 (Moderate)
> 7 Forreast vectors from live `forreast_scores` (gate: ≥6) — PASS
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1. Scope & Methodology
Scope type: country
Scope value: US
Universe: all entities with live `forreast_scores` classified into this scope via `leads.industry` / `leads.country`
Selection: randomized 20-company cut, deterministic seed `7` (reproducible)
Vectors: 7 Forreast vectors per company from live `forreast_scores`
Generated: 2026-08-25 08:44 UTC · Methodology: {'universe_size': 48, 'cut_size': 20, 'selection': 'random.sample with deterministic seed', 'vectors': ['threat_level', 'opportunity_level', 'confidence', 'composite_score', 'regulatory_risk', 'operational_risk', 'reputational_risk'], 'data_sources': ['forreast_scores', 'leads'], 'generator': 'er02_landscape.py'}
2. Company Selection
Celularity Inc — 2834 - Pharmaceutical Preparations · US
PPL Corp — 4911 - Electric Services · US
ULTRALIFE CORP — 3690 - Miscellaneous Electrical Machinery, Equipment & Supplies · US
Certara, Inc. — 7372 - Services-Prepackaged Software · US
PARKS AMERICA, INC — 7990 - Services-Miscellaneous Amusement & Recreation · US
Microbot Medical Inc. — 3841 - Surgical & Medical Instruments & Apparatus · US
BARFRESH FOOD GROUP INC. — 2030 - Canned, Frozen & Preservd Fruit, Veg & Food Specialties · US
Douglas Elliman Inc. — 6531 - Real Estate Agents & Managers (For Others) · US
TELEFLEX INC — 3841 - Surgical & Medical Instruments & Apparatus · US
ServisFirst Bancshares, Inc. — 6022 - State Commercial Banks · US
SOUTHWEST AIRLINES CO — Technology · US
Wheeler Real Estate Investment Trust, Inc. — 6798 - Real Estate Investment Trusts · US
CBL & ASSOCIATES PROPERTIES INC — 6798 - Real Estate Investment Trusts · US
TREDEGAR CORP — 3350 - Rolling Drawing & Extruding of Nonferrous Metals · US
RGC RESOURCES INC — 4923 - Natural Gas Transmisison & Distribution · US
Ares Real Estate Income Trust Inc. — 6798 - Real Estate Investment Trusts · US
AIxCrypto Holdings, Inc. — 6199 - Finance Services · US
ANI PHARMACEUTICALS INC — 2834 - Pharmaceutical Preparations · US
Minerva Neurosciences, Inc. — 2834 - Pharmaceutical Preparations · US
Grayscale Ethereum Staking ETF — 6221 - Commodity Contracts Brokers & Dealers · US
3. Aggregate Comparison Matrix (7 Forreast Vectors)
| Company | Threat | Oppty | Conf | Composite | Regul. | Oper. | Reput. |
|---|
| Celularity Inc | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| PPL Corp | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| ULTRALIFE CORP | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| Certara, Inc. | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| PARKS AMERICA, INC | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| Microbot Medical Inc. | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| BARFRESH FOOD GROUP INC. | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| Douglas Elliman Inc. | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| TELEFLEX INC | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| ServisFirst Bancshares, Inc. | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| SOUTHWEST AIRLINES CO | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| Wheeler Real Estate Investment Trust, In | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| CBL & ASSOCIATES PROPERTIES INC | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| TREDEGAR CORP | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| RGC RESOURCES INC | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| Ares Real Estate Income Trust Inc. | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| AIxCrypto Holdings, Inc. | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| ANI PHARMACEUTICALS INC | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| Minerva Neurosciences, Inc. | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| Grayscale Ethereum Staking ETF | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
| Aggregate (n=20) | 30.0 | 30.0 | 90.0 | 48.0 | 0.8 | 0.3 | 0.4 |
4. Aggregate Forreast Vectors
| Vector | Mean | Min | Max |
|---|
| threat_level | 30.0 | 30.0 | 30.0 |
| opportunity_level | 30.0 | 30.0 | 30.0 |
| confidence | 90.0 | 90.0 | 90.0 |
| composite_score | 48.0 | 48.0 | 48.0 |
| regulatory_risk | 0.8 | 0.8 | 0.8 |
| operational_risk | 0.3 | 0.3 | 0.3 |
| reputational_risk | 0.4 | 0.4 | 0.4 |
5. Per-Company Profiles
Celularity Inc
Industry: 2834 - Pharmaceutical Preparations · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
PPL Corp
Industry: 4911 - Electric Services · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
ULTRALIFE CORP
Industry: 3690 - Miscellaneous Electrical Machinery, Equipment & Supplies · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
Certara, Inc.
Industry: 7372 - Services-Prepackaged Software · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
PARKS AMERICA, INC
Industry: 7990 - Services-Miscellaneous Amusement & Recreation · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
Microbot Medical Inc.
Industry: 3841 - Surgical & Medical Instruments & Apparatus · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
BARFRESH FOOD GROUP INC.
Industry: 2030 - Canned, Frozen & Preservd Fruit, Veg & Food Specialties · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
Douglas Elliman Inc.
Industry: 6531 - Real Estate Agents & Managers (For Others) · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
TELEFLEX INC
Industry: 3841 - Surgical & Medical Instruments & Apparatus · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
ServisFirst Bancshares, Inc.
Industry: 6022 - State Commercial Banks · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
SOUTHWEST AIRLINES CO
Industry: Technology · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
Wheeler Real Estate Investment Trust, Inc.
Industry: 6798 - Real Estate Investment Trusts · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
CBL & ASSOCIATES PROPERTIES INC
Industry: 6798 - Real Estate Investment Trusts · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
TREDEGAR CORP
Industry: 3350 - Rolling Drawing & Extruding of Nonferrous Metals · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
RGC RESOURCES INC
Industry: 4923 - Natural Gas Transmisison & Distribution · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
Ares Real Estate Income Trust Inc.
Industry: 6798 - Real Estate Investment Trusts · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
AIxCrypto Holdings, Inc.
Industry: 6199 - Finance Services · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
ANI PHARMACEUTICALS INC
Industry: 2834 - Pharmaceutical Preparations · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
Minerva Neurosciences, Inc.
Industry: 2834 - Pharmaceutical Preparations · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
Grayscale Ethereum Staking ETF
Industry: 6221 - Commodity Contracts Brokers & Dealers · Country: US
Forreast composite: 48.0/100 (Moderate)
Threat 30.0 · Opportunity 30.0 · Confidence 90.0
Regulatory risk 0.8 · Operational 0.3 · Reputational 0.4
6. Competitive Positioning
Highest composite score (most exposed): Celularity Inc (48.0)
Lowest composite score (least exposed): Grayscale Ethereum Staking ETF (48.0)
Industry mix: 2834 - Pharmaceutical Preparations (3), 6798 - Real Estate Investment Trusts (3), 3841 - Surgical & Medical Instruments & Apparatus (2), 4911 - Electric Services (1), 3690 - Miscellaneous Electrical Machinery, Equipment & Supplies (1), 7372 - Services-Prepackaged Software (1), 7990 - Services-Miscellaneous Amusement & Recreation (1), 2030 - Canned, Frozen & Preservd Fruit, Veg & Food Specialties (1), 6531 - Real Estate Agents & Managers (For Others) (1), 6022 - State Commercial Banks (1), Technology (1), 3350 - Rolling Drawing & Extruding of Nonferrous Metals (1), 4923 - Natural Gas Transmisison & Distribution (1), 6199 - Finance Services (1), 6221 - Commodity Contracts Brokers & Dealers (1)
7. Opportunities & Vulnerabilities
Top opportunity: Celularity Inc, PPL Corp
Top threat exposure: Celularity Inc, PPL Corp
Sector-level regulatory risk (mean): 0.8 — moderate, routine supervision
8. Data Sources & Appendix
Live `forreast_scores` (mrld_app_db) — 7 vectors per entity
`leads` (mrld_app_db) — SIC industry + country classification
Random seed `7`; selection reproducible by re-running with the same seed
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Forreast Intelligence · ER-02 Generalized Landscape · Montis Sapientia, Fluminis Vis.
