🚀 Enterprise-ready platform

Build agents you can trust.

The distributed.systems platform provides graph-native evidence, constitutional guardrails, and verifiable workflows. Every action becomes a signed, queryable node in your MCP graph—policies enforced up front, approvals captured in-flight, and evidence hashed for audit.

Request Access Explore Features Read Documentation

99.9%

Uptime SLA

<50ms

Median latency

100K+

Daily executions

SOC 2

Type II certified

Live Platform Dashboard

Real-time metrics from production deployments

Active Plans

1,247

↑ 12% vs last hour

Executions/min

3.2K

↑ 8% vs avg

Approval Rate

94.7%

↑ 2.1% vs yesterday

Evidence Nodes

8.4M

↑ 24K today

Recent Activity

14:32:18 APPROVED Plan pln_x7k2m9n4 approved by security team

14:32:12 COMPLETE Credential rotation for prod-db-primary finished

14:31:58 PENDING Plan pln_a2b9f3c8 awaiting finance approval ($127 est.)

14:31:45 HASHED Evidence bundle exported: blake3:7f3e9a2b...

Platform capabilities

A complete control plane for autonomous agents—from planning to execution to audit-ready evidence.

📊 Graph-native evidence

Every action, approval, tool call, and artifact becomes a content-addressed node in your MCP graph. Query, replay, and diff workflows with cryptographic precision.

Content-addressed nodes with BLAKE3/SHA-256 hashing
Merkle-linked provenance chains for tamper detection
Fast graph queries via Neo4j/Cypher
Export as NDJSON, JSON-LD, or Parquet
Immutable retention windows with WORM storage
Point-in-time snapshots and temporal queries

🛡️ Constitutional guardrails

Declarative policies prevent execution until conditions are satisfied. Cost caps, separation of duties, environment gates, and PII boundaries enforced by default.

Policy-as-code in YAML or JSON with schema validation
Pre-execution checks and post-execution audits
Human-in-the-loop approval flows with SLA tracking
Cost budgets and variance alerts
Environment-specific controls (dev/staging/prod)
Dynamic policy updates without downtime

🔐 Zero-trust operations

Tool contracts, RBAC scopes, and signed reviews ship with every workflow. Credentials are scoped per tool and environment with automatic rotation.

Tool contracts with typed interfaces and schemas
Role-based access control (RBAC) with attribute support
Ed25519 signatures on all reviews and approvals
Scoped credentials per tool/environment
Integration with Vault, AWS Secrets Manager, GCP KMS
Automated credential rotation and expiry

🔄 Composable orchestration

Stitch together MCP clusters, flows, and agent packs with predictable latency, multi-cloud resiliency, and transparent cost insights.

Multi-cloud deployment (AWS, GCP, Azure, on-prem)
Distributed MCP clusters with automatic failover
Real-time cost tracking and optimization suggestions
Parallel execution with DAG scheduling
OpenTelemetry instrumentation out of the box
Sub-50ms p95 latency for plan verification

🛒 Agent marketplace

Pre-built agent packs for common workflows—finance approvals, incident response, KYC/KYB, change management, and more. Deploy in minutes.

J-Plus MCP for Jina.ai/Elastic workloads
P-Plus MCP for Parallel.ai compliance pipelines
Custom pack development with SDK templates
Version management and instant rollback
Usage analytics and optimization tips
Community marketplace with 50+ packs

👨‍💻 Developer experience

REST API, Python/Node SDKs, CLI tools, and comprehensive documentation. Integrate with your existing tools and workflows seamlessly.

RESTful API with full OpenAPI 3.1 spec
Python & Node.js SDKs with TypeScript support
CLI for local development and CI/CD
Webhook integrations with retry logic
Slack, PagerDuty, GitHub, Jira connectors
Extensive docs with runnable examples

System architecture

Governed, agentic graph runtime with event-sourced provenance and policy-aware execution.

Gateway Layer

FastAPI, AuthN/Z, Rate limiting, OpenTelemetry

Policy Engine

ABAC/RBAC, Cost caps, SoD checks

Execution Broker

Tool dispatch, Contract enforcement, Streaming

Evidence Builder

BLAKE3 hashing, Merkle trees, Ed25519 signing

Graph Persister

Neo4j append-only, Projections, Batch writes

Stream Ingestor

Redis Streams, Event normalization, DuckDB

All components instrumented with OpenTelemetry • Multi-region deployment • 99.9% uptime SLA

API-first design

Full control via REST API. Monitor plans, approvals, executions, and evidence programmatically.

api.distributed.systems

# Create a plan with policy constraints
curl -X POST https://api.distributed.systems/v1/plans \
  -H "Authorization: Bearer $API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "goal": "Rotate production database credentials",
    "constraints": [
      "require_approval:security",
      "env:production",
      "cost_usd<=25",
      "mfa_required:true"
    ],
    "tools": ["vault.rotate", "slack.notify", "pagerduty.incident"],
    "metadata": {
      "requester": "alice@company.com",
      "ticket": "INC-12345"
    }
  }'

# Response
{
  "plan_id": "pln_x7k2m9n4",
  "status": "pending_approval",
  "steps": [
    {
      "step_id": "step_001",
      "action": "vault.rotate_credentials",
      "target": "prod-db-primary",
      "requires": ["approval:security", "mfa:actor"]
    },
    {
      "step_id": "step_002",
      "action": "notify.slack",
      "channel": "#incidents",
      "depends_on": ["step_001"]
    }
  ],
  "policy_checks": {
    "cost_cap": "passed",
    "environment_gate": "pending_approval",
    "separation_of_duties": "passed"
  },
  "estimated_cost_usd": 12.50,
  "created_at": "2025-11-09T14:32:01Z",
  "evidence_hash": "blake3:7f3e9a2b4d8c1f9e..."
}

# Approve the plan
curl -X POST https://api.distributed.systems/v1/approvals \
  -H "Authorization: Bearer $SECURITY_KEY" \
  -d '{
    "plan_id": "pln_x7k2m9n4",
    "actor": "security@company.com",
    "note": "Change window approved for 15:00-16:00 UTC"
  }'

# Execute and stream results
curl -X POST https://api.distributed.systems/v1/runs \
  -d '{"plan_id": "pln_x7k2m9n4"}' \
  --no-buffer

Jina.ai (Elastic)

How Jina.ai reduced incident response time by 67% with distributed.systems

"Before distributed.systems, our incident response was fragmented across Slack, PagerDuty, and manual runbooks. Now every action is pre-approved, traceable, and auditable. We've cut our MTTR by two-thirds and compliance teams love the automatic evidence generation."

— Engineering Lead, Jina.ai (acquired by Elastic)

67%

Faster incident response

100%

Audit compliance

$240K

Annual savings

15min

Avg approval time

Integration ecosystem

Connect with the tools and platforms you already use. Pre-built connectors for 100+ services.

Trusted by leading teams

See what teams building autonomous agents are saying about distributed.systems.

"The graph-native evidence model is a game-changer. We can replay any workflow, prove compliance, and debug issues in minutes instead of days. Our auditors are amazed."

Alex Chen

VP Engineering, Parallel.ai

"We evaluated 5 platforms. distributed.systems was the only one with real constitutional guardrails, not just logging. The approval flows saved us from costly mistakes."

Maria Rodriguez

Head of AI Safety, TechCorp

"Developer experience is top-notch. The Python SDK feels native, docs are excellent, and the CLI makes local testing a breeze. We shipped our first agent in 2 days."

Jordan Kim

Senior Developer, StartupXYZ

Security & Compliance

Enterprise-grade security and compliance certifications. Your data stays secure, auditable, and under your control.

🔒

SOC 2 Type II

Certified

🛡️

GDPR

Compliant

🔐

ISO 27001

Certified

⚡

HIPAA

Ready

🔑 Encryption at rest & in transit

AES-256 encryption for data at rest. TLS 1.3 for all network traffic. Keys managed via AWS KMS or bring your own HSM.

🕵️ Penetration tested

Quarterly pen tests by independent security firms. Bug bounty program with responsible disclosure policy.

📝 Audit logs

Immutable audit logs for all API calls, policy changes, and approvals. Export to your SIEM via syslog or S3.

Built for mission-critical workflows

💰 Finance & approvals

Enforce spending limits, require multi-signature approvals, and generate audit-ready evidence for every financial decision.

Cost caps Multi-sig approvals Ledger export

🚨 Incident response

Codify runbooks with guardrails for risky actions. Ship signed post-incident attestations with full provenance.

Automated runbooks Risk gates Post-mortems

🆔 KYC/KYB compliance

Policy-driven identity checks with replayable evidence. Automatic PII redaction and data masking.

Identity verification PII masking Regulatory compliance

🔄 Change management

Four-eyes principle on production changes. Diff plans vs. execution and archive cryptographic proof.

Separation of duties Diff tracking Immutable logs

🤖 MLOps & deployments

Gate model deployments on eval results, cost limits, and data access scopes—then prove compliance.

Eval gates Cost control A/B testing

📊 Data pipelines

ETL workflows with tool contracts and immutable outputs. Export provenance for regulatory compliance.

Lineage tracking Schema validation GDPR compliance

How we compare

See how distributed.systems stacks up against traditional agent platforms and workflow tools.

Feature	distributed.systems	Legacy Workflow Tools	Basic Agent Platforms
Graph-native evidence	✓	—	—
Constitutional policies	✓	—	—
Cryptographic signatures	✓	—	—
Multi-cloud deployment	✓	✓	—
Real-time cost tracking	✓	—	—
Approval workflows	✓	✓	—
Agent marketplace	✓	—	✓
SOC 2 compliance	✓	✓	—
Median latency	<50ms	~200ms	~500ms

Transparent pricing

Choose the plan that fits your team. All plans include core platform features and 24/7 support.

Developer

$0/month

10K executions/month
7-day evidence retention
Community support
REST API access
1 MCP cluster
Basic agent packs
Public documentation

Start Free

Team

$299/month

500K executions/month
90-day evidence retention
Email & Slack support
Python & Node SDKs
5 MCP clusters
All agent packs
Custom policies
Advanced integrations
SSO/SAML

Start 14-day Trial

Enterprise

Custom

Unlimited executions
Custom retention (WORM)
24/7 priority support
Private MCP clusters
SOC 2 compliance package
Custom SLA & uptime guarantees
Dedicated account manager
On-premise deployment option
White-label capabilities

Contact Sales

Frequently asked questions

Everything you need to know about the platform. Can't find the answer? Contact our team.

Graph-native evidence means every action, approval, tool call, and artifact is stored as a node or edge in a content-addressed graph (using Neo4j). Each node has a cryptographic hash (BLAKE3 or SHA-256), making the evidence tamper-proof and queryable. You can replay workflows, trace provenance, and generate compliance reports instantly.

Constitutional guardrails are declarative policies (written in YAML or JSON) that define what agents can and cannot do. Before any plan executes, it passes through the Policy Engine which checks cost caps, separation of duties, environment gates, PII boundaries, and more. If a policy requires approval, execution is blocked until a human with the right role signs off.

Yes! Enterprise customers can deploy distributed.systems on-premise or in their own cloud (AWS, GCP, Azure). We provide Docker images, Kubernetes Helm charts, and Terraform modules. You maintain full control over your data while we provide ongoing updates, monitoring, and support.

The free Developer tier includes 10K executions/month, 7-day evidence retention, REST API access, 1 MCP cluster, basic agent packs, and community support via Discord/GitHub. Perfect for prototyping and small projects. No credit card required.

Team plans include 500K executions/month. Beyond that, we charge $0.0008 per additional execution with volume discounts at 1M+ and 10M+ executions. Enterprise customers get custom pricing with committed usage discounts. Evidence storage is billed separately at $0.10/GB/month for WORM retention.

We have pre-built connectors for 100+ services including Slack, PagerDuty, GitHub, Jira, AWS, GCP, Azure, Stripe, Salesforce, and more. You can also build custom integrations using our SDK or use generic webhooks. Check our integrations directory for the full list.

🎯 Ready to launch

Request platform access

Join teams at Jina.ai, Parallel.ai, and hundreds of other companies shipping autonomous agents with confidence. Start with a 14-day free trial of Team plan—no credit card required.

Request Access Read Documentation Browse Agent Packs

⚡ We'll respond within 24 hours with onboarding instructions and API credentials
🔒 SOC 2 Type II certified • GDPR compliant • 99.9% uptime SLA