The Intelligent
Automation Universe
Connect humans, AI agents, applications, APIs and systems through intelligent, policy-aware flows. Where people, agents, and systems work in continuous flow.
CUVIFLOW
Orchestration CoreReview & Approve
Reason & Execute
APIs & Data Storage
Autonomous agents powered by AgentOS reason over context, query research databases, synthesize payloads, and execute policy-bounded tools.
“Automation Should
Understand the Work.”
Traditional automation relies on brittle, blind triggers and rigid scripts. CuviFlow brings semantic understanding, contextual awareness, policy governance, and multi-actor execution to every event.
Fragile “Trigger & Action” Scripts
When a trigger fires, dumb automation blindly pushes data into APIs without context, risking silent data corruption or cascading rate limit failures.
Context-Aware, Policy-Governed Flow
Events are enriched with OntologyOS knowledge, evaluated by AgentOS reasoning agents, governed by policy, and verified prior to committing state.
The 10-Step Master Flow Loop
Work flows through an unbroken, closed-loop telemetry and execution cycle.
EVENT
Real-time telemetry, webhook, or sensor event received
INGEST
Idempotent deduplication and schema validation
INTERPRET
SemanticOS normalizes intent and payload concepts
ENRICH
OntologyOS adds business context and entity relationships
ROUTE
Selects optimal executor: Human, Agent, or System
EXECUTE
Performs permitted action behind policy-as-code gate
VERIFY
QualityOS validates mathematical and invariant correctness
OBSERVE
Streams eBPF traces, duration logs, and cost metrics
EMIT EVENT
Publishes downstream state change event to Event Bus
CONTINUE
Re-enters execution loop for subsequent workflow steps
Humans + Agents + Systems:
Collaborative Flow Orchestration
Stop forcing human work into rigid scripts, and stop handing unchecked autonomy to LLMs. CuviFlow balances human judgment, agent reasoning, and system determinism in a seamless infinity loop.
HUMANS
Judgment & Governance OfficersAI AGENTS (AgentOS)
Reasoning & Autonomous PlannersSYSTEMS
Deterministic Infrastructure & APIsThe Multi-Actor Human-AI-System Orchestration Flow
Demonstrating continuous handoffs across people, agents, and infrastructure.
Submits enterprise onboarding dossier
AgentOS reads KYC docs & CompXData
Renders dynamic verification modal
Validates cryptographic payload contract
Commits state changes with zero loss
Broadcasts account.provisioned on bus
Calculates health & informs CRM
Executive reviews aggregate dashboard
The CuviFlow Visual
Flow Builder Studio
A state-of-the-art visual canvas uniting 16 node categories. Assemble event triggers, reasoning agents, human approval gates, and deterministic systems into governed flows.
Enterprise Customer Onboarding & KYC Flow
v2.4.1 (Published)Customer Application Submitted
Receives webhook payload from onboarding web portal with KYC documents.
Extract & Validate Documents
Semantic extraction of corporate registry records and tax IDs with DataOS.
Risk & Compliance Agent
AgentOS autonomous researcher cross-references sanction lists and CompXData.
Risk Score <= Medium?
Evaluates risk classification payload against organizational policy rules.
Compliance Officer Approval
Human-in-the-loop sign-off required for flagged high-value enterprise accounts.
Provision ERP & Stripe Accounts
Deterministic API integration creates isolated tenant credentials and ledger.
Dispatch Welcome Credentials
Multi-channel encrypted communication dispatches onboarding package.
{
"agentId": "agent-risk-officer-01",
"timeoutMs": 8000
}Production-Grade Blueprints &
Semantic Flow Discovery
Jumpstart automation with verified multi-actor templates across finance, security, devops, and legal governance. Discover templates, agents, and connectors via natural language search.
Enterprise Customer Onboarding & KYC
Extracts company docs, verifies sanction lists via CompXData, routes high-risk accounts to compliance officers.
Intelligent Lead Qualification & Enrichment
Enriches inbound form submissions with verified corporate hierarchy, tech stack signals, and routes to reps.
Autonomous Invoice Processing & Audit
Extracts line items from invoices, matches against purchase orders, and initiates payment if under policy threshold.
Cloud Infrastructure Incident Response
Catches Prometheus anomaly spikes, analyzes eBPF traces with Diagnostic Agent, triggers automated rollbacks.
Multi-Signatory Governance & Expenditure Approval
Dynamic approval chains with automated SLA escalations, dual-custody enforcement, and immutable audit logs.
Autonomous Scientific & Market Research Pipeline
Orchestrates multi-agent literature syntheses across arXiv, clinical trials, patent databases, and summaries.
Continuous Data Product Quality & Sync
Ingests real-time events, applies DataOS contract checks, validates freshness, and updates analytical data products.
Automated Regulatory Compliance Review
Continuously monitors system telemetry against DORA, SOC2, and GDPR policies, compiling audit evidence packets.
Policy-Gated Progressive Deployment Pipeline
Deploys container canaries, evaluates QualityOS error budgets and latency baselines, promotes to 100% or rolls back.
Visual Flow Diffing &
Pre-Activation Validation Gates
Never deploy blind changes to production workflows. CuviFlow tracks full version history, highlights granular diffs across nodes and policies, and validates structural integrity before activation.
Added Dual-Custody Approval Gate on contracts > $100k
Integrated AgentOS Risk & Compliance Agent for automated sanction scan
Initial production release with SAP ERP & Stripe account provisioning
Visual Flow Diff: v2.3.0 → v2.4.1
Comparing active production delta prior to live traffic migration.
Mandated by new DORA Article 14 dual-custody compliance policy
Enables real-time querying against CompXData corporate registry graph
Prevents stalled deals during overseas timezone shifts
Tighter enterprise fraud exposure boundaries
Pre-Activation Safety & Health Validation
Automated pre-flight checks verifying broken connections, missing secrets, and policy compliance.
Topological Integrity
Zero orphaned nodes or broken connection edges in DAG
Schema Contract Validation
Input/output JSON schema matches downstream node payloads
Permission & RBAC Audit
All agents and connectors have valid short-lived authorization tokens
Timeout & Retry Boundaries
Every external API call has explicit timeout and exponential backoff
ReX Dependency Blast Radius
Downstream consumer blast radius simulated in ReX engine
Simulation, Testing & Step Debugger
Validate flow logic in isolated dry-run sandboxes without side-effects. Inspect every node input, execution payload, policy evaluation, and replay historical runs safely.
1. Select Mock Scenario
{
"company": "Acme Global",
"plan": "Enterprise",
"annualValue": 150000,
"jurisdiction": "US-DE"
}2. Simulated Execution Path100% Deterministic
Event Ingest & Payload Validation
PASSValidated against JSONSchema 2020-12 in 2.1ms
Context Enrichment via OntologyOS
PASSMatched LEI identifier with 99.4% confidence rating.
AgentOS Policy & Risk Decision
PASSRisk score 0.08. Recommended route: High-Value Fast Track.
Action Dispatch (Mock Mode)
MOCKEDAccount created, customer token generated, welcome packet queued (Mocked).
Event Bus, State Machine & Concurrency
Decouple systems with an event-driven core. Manage thousands of asynchronous stateful flows, fan-out parallel agent workloads, and guarantee deterministic joins with backpressure queues.
Universal Event Mesh Architecture
Application A emits raw event → CuviFlow Event Bus filters & enriches → Evaluates Routing Rules → Dispatches to Target Flows & Downstream Application B.
Application A / Sensor
Stripe, GitHub, Salesforce, IoT Webhook, Database CDC
CuviFlow Event Bus
Distributed event broker with guaranteed at-least-once delivery
Content-Based Router
Evaluates JSONPath predicates, metadata & ontology context
CuviFlow Workflow
Coordinates multi-actor human, agent and system steps
Application B / Data
Emits final state event to Snowflake, Slack, ERP or CRM
Active Routing Rules
Policy Routing, Approval Gates & Human-in-the-Loop
Zero unmonitored execution. High-risk financial, production, and regulatory actions are automatically trapped into policy gates requiring explicit human signoff, evidence inspection, and SLA escalation.
Approve High-Value Tier-1 Enterprise Onboarding
Contract value exceeds $100,000 threshold ($250,000 ARR with European sovereign escrow).
pol_fin_sanctions_v3 § 4.2 (Transactions > $50k require VP signoff)
Human In The Loop Invariants
- Non-Delegable Authority: Autonomous AI agents can advise and assemble evidence, but cannot execute financial transfers or production database updates without explicit human signoff.
- Evidence-Backed Context: Humans never approve blind triggers. The approval card displays exact JSON inputs, AgentOS reasoning logs, and policy citations.
- Tamper-Proof Audit Trail: The human decision, timestamp, cryptographic token, and custom modification notes are appended to the immutable event bus.
Scheduling, Document Intelligence & Data Quality Gates
Orchestrate across time and unstructured enterprise assets. Connect Google/Outlook calendars, parse contracts with semantic verification, and enforce QualityOS gates on every data stream.
Raw Document Upload
PDF, scanned invoice, vendor Master Services Agreement
AgentOS OCR & Tokens
Extracts line items, vendor tax IDs, total payable, dates
SemanticOS Ontology
Maps raw strings to formal corporate ontology graph
Confidence Gate
Score: 98.2% → PASS. If < 95% → Human Review Gate
SAP & NetSuite Write
Creates verified bill in accounts payable with audit hash
Security, Multi-Actor Identity & Flow Governance
Zero implicit trust. Every Human, Agent, Microservice, and IoT Device operates under strict cryptographic identity, ABAC policies, zero-exposure secret references, and prompt injection firewalls.
6-Stage Zero-Trust Execution Pipeline
REQUEST → IDENTITY → PERMISSION → POLICY → ACTION → IMMUTABLE AUDIT
Request Ingest
mTLS handshake, TLS 1.3, signature verification
Actor Identity
Verifies SPIFFE ID, OIDC JWT, or Hardware Key
Role Permission
Validates caller possesses requisite operation scope
Dynamic Policy
Evaluates real-time risk, blast radius, geo constraints
Permitted Action
Executes bounded task within hardware sandbox
Audit Ledger
Writes non-repudiable hash to append-only log
Four First-Class Identities with Explicit Scopes
Connector Registry & ReX Blast Radius
Integrate systems seamlessly with a 1000+ integration-ready architecture. Understand dependencies before making changes with ReX-powered blast radius analysis and adaptive rate limiting.
“What breaks if this connector changes or degrades?”
Customer Onboarding, Enterprise Billing, Subscription Downgrade, Annual Renewal.
Risk & Compliance Agent (invokes ledger verification), Billing Recovery Agent.
Customer Portal, Accounting Dashboard, Executive Revenue Analytics.
Active global tenants relying on real-time transaction processing.
Observability, Distributed Tracing & Real-Time Logs
Zero blind spots. Correlate agent reasoning, API calls, and human approvals into unified OpenTelemetry distributed traces with sub-millisecond precision.
Cross-System Distributed Waterfall Trace
Flow Economics & Value Realization
Replace subjective marketing hype with transparent unit economics. Track actual inference costs, compute cycles, and human review overhead with empirical benchmarks.
Based on $65/hr fully loaded operational staffing cost.
Includes infrastructure compute, token inference & 4.2% human review time.
Redirected toward strategic analysis, client relationship & policy refinement.
Deterministic schema validation eliminates manual transcription typos.
Routing Intelligence & Mixed Execution
Transform natural language business intent into verified, multi-actor execution graphs. Explain why every branch was chosen, and blend Human, Agent, and System capabilities into unified loops.
The Complete CuviFlow Architecture
From universal event ingestion to tri-actor execution, grounded data fabrics, and continuous learning. Designed for sovereign mission-critical operations.
1. EVENT INGESTION MESH
Universal Trigger & Sensor Layer
2. CUVIFLOW ORCHESTRATION CORE
Deterministic State & Policy Engine
3. TRI-ACTOR EXECUTION LAYER
Humans, AI Agents & Enterprise Systems
4. DATA & KNOWLEDGE FABRIC
Shared Grounded Meaning & Memory
5. COGNITIVE & ARCHITECTURAL INTELLIGENCE
Reasoning, Simulation & Optimization
6. GOVERNANCE, QUALITY & SECURITY
Zero-Trust Compliance & Verification
7. OUTCOMES, CONTINUOUS LEARNING & NEXT EVENT
Closed-Loop Feedback Loop
How CuviFlow Bridges the 22 Cuvisoft Systems
CuviFlow does not exist in isolation. It serves as the sovereign orchestration spine across the entire Cuvisoft operating universe.
AgentOS
Intelligent Autonomous ActorsSupplies reasoning agents with memory, planning tools, and task execution directly into flow nodes.
OntologyOS
Context & Entity RelationshipsEnriches workflow routing decisions with deep semantic entity graphs and business context.
SemanticOS
Semantic NormalizationNormalizes messy payload schemas and unifies terminology across disparate API connectors.
DataOS
Signals & Data ProductsProvides real-time event streams, data contract validation, and trusted data product feeds.
QualityOS
Quality Gates & BaselinesEnforces automated pre-release quality checks, latency budgets, and regression gates.
ControlOS
Policy-as-Code & GovernanceGoverns multi-tenant execution policies, dual-custody gates, and audit WORM immutability.
ExecutionOS
Runtime Task OrchestrationDispatches distributed background worker jobs with guaranteed at-least-once delivery.
EngineeringOS
Engineering WorkflowsAutomates CI/CD deployment gates, code health scans, and requirement-to-code traceability.
ProjectOS
Project & Sprint OrchestrationCoordinates team milestone handoffs, blocker escalations, and automated sprint metrics.
BusinessOS
Enterprise Business ContextLinks automated flow steps to formal commercial contracts, SLAs, and customer ledgers.
EnterpriseOS
Strategic Decision SupportTranslates aggregate flow throughput into executive portfolio performance signals.
CapitalOS
Capital & Expenditure FlowsGoverns high-value treasury movements with policy-enforced multi-signatory quorum gates.
InnovationOS
Innovation Lifecycle FlowsAutomates compounding innovation stages: Discover, Prove, Build, Reuse, and Compound.
FrontierOS
Frontier Technology ContextConnects breakthrough technology horizons to experimental R&D automated pipelines.
Research Lab
Empirical Evidence PipelinesIngests peer-reviewed literature and patent registries into automated research briefs.
ReX
Dependency & Blast RadiusCalculates flow blast radius to simulate what breaks downstream if a connector changes.
Alpha
Execution Path OptimizationApplies mathematical programming to select optimal, lowest-cost, lowest-latency execution paths.
GameEngine
Resilience & Chaos SimulationSimulates network partition outages and connector failures in a digital twin before activation.
Cuvsearch
Hybrid Retrieval EngineEnables semantic knowledge retrieval and vector search across all flow historical traces.
OmniMind
Natural Language InteractionAllows users to build, query, debug, and explain flows using plain conversational English.
PromptOS
AI Workflow GenerationTranslates high-level human prompts into verified, schema-compliant CuviFlow graph drafts.
ComposeOS
Composable Micro-ApplicationsTransforms multi-step flows into reactive, modular front-end application experiences.
Programmatic Flow & Event Control Plane
Where Humans, Agents, and Systems Work in Flow.
CuviFlow orchestrates intelligent work across people, agents, applications, data, and infrastructure — with deterministic state, strict policy, complete observability, and continuous feedback.
Connect. Orchestrate. Execute. Learn.