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ATSF 2026 Roadmap

From MVP to AGI-Ready Governance​

Version: 2.0 Last Updated: Q1 2026 Planning Horizon: Q1 2026 - Q4 2030

Vision Statement​

By 2030, ATSF is the foundational governance layer for autonomous AI systems, from enterprise agents to AGI-class systems. The constitution is architecture.

2026 Milestone Overview​

Q1 2026          Q2 2026          Q3 2026          Q4 2026
   │                │                │                │
   ▼                ▼                ▼                ▼
┌──────────┐   ┌──────────┐   ┌──────────┐   ┌──────────┐
│   MVP    │   │  TRiSM   │   │   STPA   │   │Federated │
│  SHIP    │──▶│ DEEPENING│──▶│ DEEPENING│──▶│  NODES   │
│          │   │          │   │          │   │          │
│• 46 Layers│   │• zkML    │   │• Auto-map│   │• Multi-org│
│• Core API │   │• NIST RMF│   │• Predict │   │• Consensus│
│• SDK     │   │• Ensemble │   │• Reports │   │• Scale   │
└──────────┘   └──────────┘   └──────────┘   └──────────┘
     │              │              │              │
     └──────────────┴──────────────┴──────────────┘
                         │
                         ▼
              Community-Driven Growth
              • OSS contributions
              • Bug bounty program
              • Integration partners

Q1 2026: MVP Ship (Days 1-90)​

Objective​

Ship production-ready ATSF to GitHub and PyPI. Establish foundation for community growth.

Milestones​

WeekMilestoneDeliverablesStatus
1-2Core Complete46 security layers, Cognitive Cube, Data CubeDone
3-4SDK CompletePython SDK, TypeScript SDKDone
5-6IntegrationsLangChain, CrewAI, AutoGPT adaptersDone
7-8InfrastructureRedis cache, OpenTelemetry, PersistenceDone
9-10DocumentationMkDocs site, White Paper v2Done
11-12LaunchGitHub public, PyPI publish, Helm chartReady

Key Metrics​

MetricTargetCurrent
Lines of Code30,000+35,472
Test Coverage80%+420 tests
Security Layers4646
API Endpoints40+45+
Framework Integrations3+3 (LangChain, CrewAI, AutoGPT)

Launch Checklist​

  • GitHub repository public
  • PyPI package published (pip install atsf)
  • npm package published (@agentanchor/atsf)
  • Docker image on GHCR
  • Helm chart in artifact hub
  • Documentation live
  • Launch blog post
  • Discord community open

Q2 2026: TRiSM Deepening (Days 91-180)​

Objective​

Deepen AI TRiSM integration with enterprise-grade features. Launch bounty program.

Integration Sprints​

SprintFocusDurationOwner
Sprint 1zkML Privacy Proofs4 weeksBounty ($3K)
Sprint 2NIST AI RMF Mapper3 weeksBounty ($2K)
Sprint 3Multi-LLM Drift Ensemble4 weeksBounty ($3K)
Sprint 4Prometheus Kill-Switch2 weeksBounty ($1.5K)

Bounty Program Launch​

Total Pool: $50,000 for Q2

TrackPool# Bounties
TRiSM Deepening$9,5004
Framework Integrations$15,0006
Security Hardening$10,0004
Documentation$5,00010
Community Tools$10,5008

Milestones​

WeekMilestoneDeliverables
1-2Bounty LaunchBOUNTY_SPECS.md published, Discord setup
3-6zkML IntegrationPrivacy pillar with proof generation
7-9NIST ComplianceRMF mapper, gap analysis, reports
10-12Drift EnsembleMulti-LLM consensus for explainability
13Q2 ReviewRetrospective, Q3 planning

Key Metrics​

MetricTarget
Bounties Completed15+
GitHub Stars1,000+
PyPI Downloads5,000+
Discord Members500+
External Contributors20+

Q3 2026: STPA Deepening (Days 181-270)​

Objective​

Transform STPA from analysis tool to predictive safety engine. Deep cognitive integration.

Integration Sprints​

SprintFocusDurationOwner
Sprint 1STPA to TRiSM Auto-Mapper4 weeksCore + Bounty
Sprint 2Hazard Prediction Engine4 weeksResearch
Sprint 3Compliance Report Generator3 weeksBounty
Sprint 4Visual Hazard Explorer2 weeksCommunity

Research Initiatives​

InitiativeGoalResources
Granger Hazard PredictionPredict hazards from action patterns1 researcher
ART Hazard ClusteringGroup similar hazards for shared mitigations1 researcher
Causal Chain DiscoveryAutomated scenario generation from TKGCollaboration

Milestones​

WeekMilestoneDeliverables
1-4Auto-MapperSTPA hazards to TRiSM controls
5-8PredictionReal-time hazard prediction API
9-10ReportsPDF compliance reports
11-12VisualWeb-based hazard explorer
13Q3 ReviewRetrospective, partnerships

Key Metrics​

MetricTarget
Hazard to Control Automation90%+
Prediction Accuracy75%+
Report Generation Time<10s
Enterprise Pilots3+

Q4 2026: Federated Nodes (Days 271-365)​

Objective​

Enable multi-organization deployment with consensus-based governance.

Architecture​

┌─────────────────────────────────────────────────────────────┐
│                    Federated ATSF Network                    │
│                                                              │
│  ┌──────────┐    ┌──────────┐    ┌──────────┐              │
│  │  Org A   │    │  Org B   │    │  Org C   │              │
│  │  Node    │◀──▶│  Node    │◀──▶│  Node    │              │
│  └──────────┘    └──────────┘    └──────────┘              │
│       │              │              │                       │
│       └──────────────┼──────────────┘                       │
│                      │                                       │
│                      ▼                                       │
│              ┌──────────────┐                                │
│              │  Consensus   │                                │
│              │    Layer     │                                │
│              │  (Polygon)   │                                │
│              └──────────────┘                                │
└─────────────────────────────────────────────────────────────┘

Integration Sprints​

SprintFocusDurationOwner
Sprint 1Node Protocol4 weeksCore
Sprint 2Consensus Mechanism4 weeksCore + Research
Sprint 3Blockchain Anchoring3 weeksCore
Sprint 4Multi-Org Pilots2 weeksPartnerships

Milestones​

WeekMilestoneDeliverables
1-4ProtocolNode communication spec, gRPC API
5-8ConsensusTrust score consensus, conflict resolution
9-11AnchoringPolygon integration, proof publication
12-13Pilots2+ organizations in federated network

Key Metrics​

MetricTarget
Nodes in Network5+
Cross-Org Trust Sync<1s latency
Blockchain Anchors/Day100+
Enterprise Contracts2+

2027-2030 Horizon​

2027: AGI-Ready Governance​

InitiativeDescription
zkML ProductionFull zero-knowledge proofs for privacy
Multi-Agent SwarmsGovernance for 100+ agent networks
Regulatory TemplatesPre-built compliance for EU AI Act, NIST
Self-Improving SafetyAgents that improve their own safety bounds

2028: Standards and Scale​

InitiativeDescription
ATSF Standard ProposalSubmit to IEEE/ISO
10,000 Node NetworkGlobal federated deployment
AGI Evaluation FrameworkSafety scoring for AGI candidates
Industry Certification"ATSF Certified" program

2029-2030: Abundance Era​

InitiativeDescription
AGI Co-GovernanceHumans + AGI managing trust together
Universal Trust LayerCross-platform, cross-model trust
Open Governance DAODecentralized ATSF governance
Abundance SafetyGovernance for post-scarcity AI

Resource Allocation​

2026 Budget Allocation​

CategoryQ1Q2Q3Q4Total
Core Development60%40%30%30%~40%
Bounty Program0%30%30%20%~20%
Research10%10%20%20%~15%
Community10%10%10%10%~10%
Infrastructure20%10%10%20%~15%

Team Growth​

RoleQ1Q2Q3Q4
Core Engineers1223
Researchers0122
Community Mgr0111
DevRel0011

Success Criteria​

Q1 2026 (MVP)​

  • Package published and installable
  • 100+ GitHub stars in first month
  • 3+ production pilot users
  • Zero critical security issues

Q2 2026 (TRiSM)​

  • 4 TRiSM bounties completed
  • zkML proofs working in staging
  • NIST compliance reports generating
  • 1,000+ GitHub stars

Q3 2026 (STPA)​

  • STPA to TRiSM automation >90%
  • Hazard prediction API live
  • 3+ enterprise pilots
  • First external security audit passed

Q4 2026 (Federated)​

  • 5+ nodes in federated network
  • Polygon anchoring live
  • 2+ enterprise contracts signed
  • v2.0 release with federation

Governance​

Decision Making​

Decision TypeAuthorityProcess
ArchitectureCore TeamRFC + Review
Bounty ApprovalMaintainersGitHub Issue
Security PolicySecurity LeadPrivate Review
Roadmap ChangesCore Team + AdvisorsQuarterly Review

Community Input​

  • RFCs: Major changes require RFC with 2-week comment period
  • Voting: Community votes on bounty priorities quarterly
  • Office Hours: Bi-weekly community calls
  • Advisory Board: Quarterly input from industry advisors

Risk Mitigation​

RiskLikelihoodImpactMitigation
Low adoptionMediumHighStrong docs, integrations, community
Security vulnerabilityLowCriticalBug bounty, audits, responsible disclosure
Competitor leapfrogMediumMediumFast iteration, community moat
Team burnoutMediumHighSustainable pace, clear boundaries
Regulatory changesLowMediumModular compliance, industry engagement

Reverse-engineered from 2030 abundance. Built in 2026.