VeraFed Platform

Unified Operating System • For-Profit + Non-Profit + Adaptive AI

Simulated Date

Nov 10, 2026 04:24

Events

Active Entities

12%

AI Accuracy

94%

Active Workflows

Events Today

24%

Entity Hierarchy

Holding Co

For-Profit

Non-Profit

Institution

Workforce

Safety Moat

Protected

Policy Layer

Hard limits enforced

Explainability

Decision trace active

Confidence Thresholds

No forced outputs

Kill Switch

Immediate halt ready

Audit Logging

Liability shield

AI Adaptive Learning

Safety: optimal

v1.0

Current Version

94%

Accuracy

156,000

Learning Events

Override Rate

Confidence Threshold82%

Active Policy Constraints

hard limits

explainability

audit logging

confidence thresholds

kill switch

Accuracy Over Time

Active Workflows

6 active

School Nursing Program

grant program

pending

County Schools32,000

Pandemic Response Unit

humanitarian medical

completed

Region-B380,000

Q4 Staffing for Metro Health

routine staffing

approved

Metro City85,000

Hurricane Relief Medical Deployment

disaster response

active

Region-X250,000

Emergency ICU Coverage

commercial deployment

ai review

Regional Medical Center120,000

Rural Clinic Grant Program

grant program

compliance check

Rural District A45,000

Live Event Feed

Live

workforce shift

major

15 nurses deployed to Region-B

Nov 10, 2026 20:24

ai milestone

moderate

Model accuracy exceeded 94%

Nov 10, 2026 07:24

financial event

major

Grant funding received

Nov 10, 2026 04:24

ai milestone

moderate

New pattern detected in deployments

Nov 9, 2026 18:24

disaster trigger

critical

Earthquake response activated

Nov 9, 2026 01:24

financial event

critical

Multi-sig treasury action

Nov 9, 2026 05:24

ai milestone

major

New pattern detected in deployments

Nov 9, 2026 07:24

AI Evolution History

30 versions

v1.0

Epoch 100

Production-ready adaptive intelligence

94% accuracy156,000 events

Jan 9

v3.95

Epoch 95

staff matching

82.38% accuracy17,900 events

Jan 10

v3.90

Epoch 90

83% accuracy milestone achieved

83.19% accuracy17,000 events

Jan 10

v3.85

Epoch 85

staff matching

82.2% accuracy16,100 events

Jan 10

v0.9

Epoch 85

Cross-entity coordination mastered

93% accuracy128,000 events

Jan 9

v3.80

Epoch 80

80% accuracy milestone achieved

80.31% accuracy15,200 events

Jan 10

v3.75

Epoch 75

staff matching

80.47% accuracy14,300 events

Jan 10

v0.8

Epoch 70

Disaster response optimization

91% accuracy95,000 events

Jan 9

v3.70

Epoch 70

80% accuracy milestone achieved

79.54% accuracy13,400 events

Jan 10

v3.65

Epoch 65

staff matching

77.04% accuracy12,500 events

Jan 10

v3.60

Epoch 60

77% accuracy milestone achieved

76.94% accuracy11,600 events

Jan 10

v0.7

Epoch 55

Multi-domain reasoning achieved

89% accuracy67,000 events

Jan 9

v3.55

Epoch 55

staff matching

75.64% accuracy10,700 events

Jan 10

v3.50

Epoch 50

75% accuracy milestone achieved

74.51% accuracy9,800 events

Jan 10

v3.45

Epoch 45

staff matching

74.45% accuracy8,900 events

Jan 10

v0.6

Epoch 42

Outcome prediction capability added

86% accuracy45,000 events

Jan 9

v3.40

Epoch 40

73% accuracy milestone achieved

72.99% accuracy8,000 events

Jan 10

v3.35

Epoch 35

staff matching

72.21% accuracy7,100 events

Jan 10

v0.5

Epoch 30

Compliance checking integrated

83% accuracy28,000 events

Jan 9

v3.30

Epoch 30

72% accuracy milestone achieved

72.33% accuracy6,200 events

Jan 10

v3.25

Epoch 25

staff matching

71.48% accuracy5,300 events

Jan 10

v3.20

Epoch 20

70% accuracy milestone achieved

69.67% accuracy4,400 events

Jan 10

v0.4

Epoch 20

Resource allocation optimization enabled

79% accuracy15,000 events

Jan 9

v3.15

Epoch 15

staff matching

69.28% accuracy3,500 events

Jan 10

v0.3

Epoch 12

Risk assessment capability unlocked

74% accuracy8,000 events

Jan 9

v3.10

Epoch 10

67% accuracy milestone achieved

66.9% accuracy2,600 events

Jan 10

v3.5

Epoch 5

staff matching

66.13% accuracy1,700 events

Jan 10

v0.2

Epoch 5

Explainability layer added

68% accuracy2,500 events

Jan 9

v0.1

Epoch 1

Base model initialized with core constraints

62% accuracy500 events

Jan 9

v3.0

Epoch 0

65% accuracy milestone achieved

65.13% accuracy800 events

Jan 10

Interface Layer

All systems operational

Identity API

Entity + role resolution

8 calls

83ms

Workflow API

Job orchestration

10 calls

62ms

AI Advisory API

Recommendations only

0 calls

88ms

Finance API

Escrow & payments

6 calls

62ms

Audit API

Immutable records

0 calls

58ms

VeraFed API

External compliance

22 calls

59ms