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AI Agent Orchestration

Nexus

The governed execution layer for enterprise AI. Nexus is built natively on the Model Context Protocol — and exposes itself as an MCP Server. Any AI agent, Claude, ChatGPT, Copilot, or your own, can trigger workflows, approve tasks, and query results through the standard protocol. No custom integration. Full audit trail.

18
Feature Modules
52+
API Endpoints
11
AI Tools
9+
Pre-Built Connectors
WEBHOOK Trigger LLM / AI Claude Sonnet 4 BIZ RULE Route Logic APPROVAL Human-in-the-Loop Approve Reject BRANCH / IF Condition Check SLACK Notify JIRA Create Ticket "Add an approval step before the Jira ticket is created"
How It Works

Enterprise value delivered
at every layer

Layer 01
Connect

Register any MCP server in minutes. Every tool ever built for the MCP ecosystem works with Nexus automatically — no custom connectors.

Layer 02
Orchestrate

Build workflows with 17 node types — all sharing a single transaction context. True orchestration, not task chaining. Every step is part of one atomic operation.

Layer 03
Govern

Approval gates, escalation chains, and SLA deadlines are first-class primitives. Nexus knows when to pause, who to route to, and what to do when a deadline is missed.

Layer 04
Observe

Every step is event-sourced. Full input/output, token usage, cost per step, and reasoning traces — streamed live over SSE. Nothing is a black box.

Capabilities

What makes Nexus
fundamentally different

Six differentiators that matter for regulated, mission-critical environments.

MCP as the Integration Layer

Every MCP server ever built works with Nexus automatically. The ecosystem builds the integrations — not us. Hundreds of connectors and growing every day, with zero hardcoded dependencies.

Open Ecosystem Zero Lock-In
Shared Transaction Context

All nodes in a workflow share a single transaction context. This is fundamentally different from stringing tasks together — it's true orchestration with atomic consistency across every step.

17 Node Types Atomic Execution
Human-in-the-Loop, Native

Approval gates, escalation chains, and SLA deadlines are built into the core — not bolted on. Nexus knows when to pause, who to route to, and what to do when a deadline is missed.

RBAC Auto-Escalation SLA Enforcement
Full Observability

Every step is event-sourced. You see the full input/output of every node, token usage, cost per step, and reasoning traces. Nothing is a black box — complete audit-grade transparency.

Event-Sourced Cost Tracing Reasoning Logs
Real-Time Execution

SSE-powered live monitoring. You watch workflows execute in real time — not polling for batch results. Every event is streamed the moment it happens, enabling instant intervention when needed.

SSE Streaming Live Dashboard
Purpose-Built for Enterprise

No open-source license ambiguity. Purpose-built for regulated industries — AES-256-GCM encryption, RBAC, immutable audit logs, CSRF protection, and Redis rate limiting by default.

AES-256-GCM SOC-Ready Regulated Industries
18
Feature Modules
17
Node Types
52+
API Endpoints
9+
Pre-Built Connectors
Integration Hub

Connect everything.
Own nothing.

MCP-native connectors. Register any MCP server in minutes. Zero lock-in, and hundreds more joining the ecosystem every day.

GitHub
Jira
Salesforce
Slack
Linear
Google Workspace
PagerDuty
Stripe
AWS
Azure

Any MCP-compatible tool connects in minutes. The ecosystem builds the integrations for you.

Use Cases

Agents that act, decide,
and get smarter every time.

Real-world workflows where Nexus agents execute autonomously — and improve with every transaction.

This is not a static LLM wrapper.
Every transaction trains the agent's vector memory. Nexus agents learn routing patterns, edge cases, and organizational context from live executions — so resolution rates climb automatically over weeks, not years.
Continuous Learning
Healthcare
Insurance Claims Processing
Agent validates, corrects, and routes 5,000+ claims per day. Learns denial patterns and pre-empts rejections before submission.
01Claim ingested & parsed by agent
02Agent cross-checks eligibility & codes
03Auto-corrects known denial triggers
04Escalates complex cases to human reviewer
Agent auto-resolution rate ↑ 94% at Month 6
Finance
Regulatory Compliance Attestation
Agent compiles evidence, generates LLM audit reports, and routes sign-offs — learning which reviewers approve which control types fastest.
01Scheduled trigger initiates audit cycle
02Agent collects evidence across 12+ systems
03LLM generates structured compliance report
04Routed to correct sign-off chain automatically
Cycle time reduction ↑ 68% vs. manual
Government
Benefits & Case Management
Agent processes citizen applications end-to-end, learning eligibility edge cases from every determination to increase straight-through rates.
01Application received via form trigger
02Agent validates identity & eligibility rules
03Borderline cases escalated with full context
04Determination recorded with immutable audit log
Straight-through processing ↑ 81% at Month 4
Technology
Incident Response & Post-Mortem
Agent triages alerts, coordinates cross-team response, and writes post-mortems — recognizing recurring failure signatures faster each cycle.
01PagerDuty alert triggers agent
02Agent classifies severity from memory patterns
03Jira + Slack coordinated automatically
04Agent generates post-mortem & updates runbooks
Mean time to resolution ↓ 73% over 90 days
Insurance
Underwriting & Risk Scoring
Agent enriches applications with external data, applies business rules, and learns which risk signals predict claim frequency — improving quote accuracy continuously.
01Application triggers enrichment agent
02Agent queries credit, claims & property data
03Risk score computed against learned patterns
04Auto-bound or routed to underwriter with brief
Auto-bind rate ↑ 61% at Month 5
Enterprise
Strategic Procurement Approval
Agent routes by amount, vendor risk, and budget owner — learning approval velocity by department and pre-routing to the fastest available approver.
01Purchase request submitted
02Agent checks budget, vendor risk & policy
03Routed to optimal approver based on history
04PO issued & ERP updated automatically
Approval cycle time ↓ 58% at Month 3
Flagship Feature

Describe it.
Watch it build itself.

Tell Nexus what you need in plain English. The AI assistant — powered by Claude Sonnet 4 — constructs a complete workflow live on the canvas in seconds. Up to 20 tool-calling rounds per message, multi-step reasoning, and full awareness of your current canvas state.

  • 11 AI tools: addNode, connectNodes, updateNodeConfig, generateWorkflow & more
  • Understands your current canvas — makes intelligent, context-aware suggestions
  • Reduces workflow creation from hours to under two minutes
  • Iterative — refine with natural follow-up instructions
Nexus AI Builder
Claude Sonnet 4
"Build me a procurement approval workflow with conditional routing based on amount"
Nexus AI
Building your 9-node workflow…
Form Trigger Branch by Amount VP Approval Manager Approval Notify Finance
✓ Workflow ready — 9 nodes, 3 approval paths
Autonomous AI Agents

Agents that think,
act, and keep learning.

Every execution makes Nexus smarter. Agents resolve issues autonomously and escalate to humans only when uncertain — with a full reasoning log at every step.

Autonomous Reasoning Loop

The Agent Node runs a full reasoning loop with Claude + MCP tools. It reads context, calls tools, evaluates results, and decides next actions — all without human intervention unless confidence drops below threshold.

Persistent Vector Memory

Agents store and retrieve knowledge via pgvector (Aurora Serverless v2). Every resolved case enriches the knowledge base — enabling agents to recall patterns, precedents, and organizational knowledge at runtime.

Supervised Autonomy

Guardrails built in: max iterations, cost caps, confidence thresholds, and timeouts. When an agent is uncertain, it pauses and escalates to the right human — with full context pre-loaded in the approval form.

Full Reasoning Log

Every agent decision, tool call, and inference is logged with full input/output, token usage, and cost. Regulators and auditors get a complete, immutable trail of every autonomous decision ever made.

Agent auto-resolution rate over time
50%
Day 1
75%
Month 3
90%+
Month 6
Agents get smarter with every execution — no GPU infrastructure required.
The MCP Advantage

The open standard.
No vendor lock-in.

The Model Context Protocol — donated by Anthropic to the Linux Foundation in December 2025 — is rapidly becoming the industry standard for AI-to-tool communication. Nexus is the only workflow automation platform built natively on MCP from day one.

Adopted by
Anthropic OpenAI Google Microsoft AWS Cloudflare
Zero Lock-In

Connect any MCP-compatible server without custom connectors. No proprietary connector tax like Zapier, UiPath, or ServiceNow.

Future-Proof

Forrester predicts 30% of enterprise vendors will launch MCP servers in 2026. Every new MCP server becomes instantly available in Nexus — zero engineering effort.

Auto-Discovery

Tools are indexed automatically with full schema and documentation. Register a new MCP server and it's ready to use in workflows in minutes — no manual mapping.

Community Leverage

The growing MCP ecosystem adds integrations without any engineering effort from us or you. The standard builds the network — Nexus benefits automatically.

MCP Server

The governed execution layer
any AI agent can orchestrate through.

Nexus isn't just a workflow platform — it's an MCP Server. Claude, ChatGPT, Copilot, Slack bots, and your own custom agents connect to Nexus directly: trigger workflows, approve tasks, query results, and manage skills — all through the standard protocol, zero custom integration code.

Tier 1
Workflow Execution
For AI agents and external systems triggering and monitoring live workflows in real time.
trigger_workflowStart a workflow with a payload from any agent or system
get_transaction_statusCheck execution status and step outputs in real time
approve_taskApprove or reject a pending human-in-the-loop gate
submit_formSubmit data to a waiting form node mid-execution
Tier 2
Workflow Management
For admin agents, CI/CD pipelines, and DevOps automations managing workflow lifecycle.
list_workflowsBrowse available workflows and their metadata
get_workflowRetrieve full workflow graph and node configuration
create_workflowProgrammatically create workflows from templates
publish_workflowDeploy a draft workflow to production
Tier 3
Skills & Knowledge
For AI orchestration layers accessing and contributing to the shared knowledge graph.
list_skillsBrowse the enterprise skills library by department
get_skillRetrieve skill details, guardrails, and prompt configuration
search_memorySemantic search over org knowledge and past executions
write_memoryStore learnings and institutional knowledge for future retrieval
Tier 4
Monitoring & Ops
For DevOps agents, dashboards, and compliance systems pulling metrics and audit data.
get_metricsExecution counts, success rates, and average duration
list_approvalsPending approvals across all workflows
get_audit_logFull audit trail with reasoning logs and cost tracking
list_transactionsQuery recent executions with filters and status
Who connects to Nexus via MCP
Claude / ChatGPT / Copilot
Trigger workflows, check status, approve tasks — via MCP protocol, no custom integration
Slack & Teams Bots
"Approve this invoice" buttons that call approve_task directly from the message thread
ERP & CRM Systems
Trigger workflows on events — new vendor, contract signed, support ticket escalated
Your Own AI Agents
Chain Nexus workflows into autonomous agent loops — Nexus handles execution, audit, and memory
CI/CD Pipelines
Deploy workflows, run automated checks, and validate outputs as part of your DevOps flow
Internal Dashboards
Pull live metrics, pending approvals, and audit events into any BI or ops dashboard
Competitive Position

What no one else has.
Combined.

Competitors require 3–4 tools to match what Nexus delivers in one platform. Here's why.

Capability Nexus n8n Zapier Dify UiPath LangChain
MCP Protocol Native
Autonomous Agent Loop ~
Persistent Vector Memory
Multi-Tenant SaaS
White-Label Branding
Conversational AI Builder ~
Human-in-the-Loop Approvals ~
Business Rules (Runtime) ~
Visual Workflow + Agents ~
Only Nexus combines all nine capabilities in a single platform. No competitor comes close.
Enterprise Skills Library

Pre-built agent skills.
Deploy in minutes.

Every department ships with governed, versioned agent skills — pre-configured with best-practice prompts, guardrails, and approval gates. Drag an Agent node, pick a skill, connect it to the workflow. Done.

Finance / AP
Invoice Processor
Expense Validator
GL Categorizer
PO Generator
Human Resources
Resume Screener
Onboarding Coordinator
Policy Q&A
Leave Analyzer
Legal
Contract Reviewer
Compliance Checker
NDA Analyzer
Risk Assessor
Sales
Lead Qualifier
Proposal Generator
CRM Enricher
Deal Scorer
IT / Ops
Incident Triager
Runbook Executor
Change Request Reviewer
Log Analyzer
Customer Success
Ticket Classifier
Sentiment Analyzer
Escalation Predictor
CSAT Reporter
Procurement
Vendor Evaluator
RFP Analyzer
Contract Negotiation Prep
Spend Analyzer
20+ enterprise skills pre-installed. Add department-specific skills in minutes, or publish your own for the org. Browse Skills Library →
Multi-Tenant Platform

Your brand.
Your domain.
Our infrastructure.

Subdomain Routing

{org}.santeon.ai — automatic org detection and data isolation on every request.

Custom Branding

Logo, colors, display name — live preview. Every client sees their own branded portal, not Santeon's.

Per-Org Email

SMTP configuration per organization. Approval notifications and alerts are sent from your domain, not ours.

Role-Based Portal

Employees see only their tasks and approvals. Admins see the full dashboard. Platform admins manage all orgs from admin.santeon.ai.

Live on santeon.ai

Enterprise workflows,
built in minutes.

Nexus is production-ready. Explore the full platform, request a demo, or start building today.