AETHER AUTOMATIONS // DAG-OS

AUTONOMOUS AI AGENT WORKFLOWS // LANGCHAIN + N8N + PRIVATE RAG

Deploy Autonomous Multi-Agent Workflows That Cut Manual Ops by 78%.

Aether Automations architects production-grade LangChain, n8n, and custom RAG agent pipelines with SOC2 guardrails, sub-400ms latency, and human-in-the-loop controls.

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Calculate Agent Hours Saved

AETHER ORCHESTRATION CLUSTER // 99.4% EVAL ACCURACY

$0.0042 Avg Cost/Run · 380ms Mean Step Latency · Zero-Retention SOC2 Guardrails

PRODUCTION AI AGENT ARCHITECTURE // N8N · LANGGRAPH · PRIVATE RAG

SLA: 14-DAY PRODUCTION DEPLOY·UPTIME: 99.98% VPC

[AETHER AUTOMATIONS]//SOC-2 TYPE II · ZERO-RETENTION LLM

We replace brittle manual ops with autonomous AI agent workflows that ship in 14 days.

Aether architects deterministic n8n, LangGraph, and private RAG pipelines for Series A–D revenue, support, and finance teams—complete with real-time token telemetry, human-in-the-loop guardrails, and SOC-2 VPC deployment.

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01 // TURNAROUND14-Day SprintProduction VPC live

02 // RELIABILITY99.8% Eval PassDeterministic JSON

03 // OWNERSHIP100% Client IPSelf-hosted n8n/Git

LIVE MULTI-AGENT EXECUTION GRAPH // CLICK ANY PIPELINE OR NODE● STREAMING RUN #4092

✓ TIER-1 ENTERPRISE MATCH (94/100)NODE LATENCY: 180ms · TOKEN COST: $0.0024

{ "icp_tier": "Enterprise_A", "intent_score": 94, "owner": "AE_West" }

END-TO-END LATENCY

340ms p95

TOKEN COST / RUN

$0.0038 / run

SCHEMA GUARDRAIL

99.8% Schema Valid

HOURS RECLAIMED

310 hrs/mo

PRODUCTION STACK INTEGRATIONS //

n8n EnterpriseLangChain / LangGraphAnthropic Claude 3.7OpenAI GPT-4oPinecone Vector DBSalesforce / HubSpotSnowflake / BigQueryLinear / Slack API

LANGGRAPH ORCHESTRATION

Deterministic Multi-Agent State Machines

Replace brittle prompt chains with typed LangGraph & n8n execution graphs with automatic retries and schema validation.

PRIVATE HYBRID RAG

Zero-Data-Retention Vector Retrieval

Deploy SOC-2 Type II vector indexes inside your AWS or GCP VPC with verifiable citation grounding.

HUMAN-IN-THE-LOOP SLA

Slack & Linear Escalation Guardrails

Route sub-threshold confidence payloads to operators in Slack with one-click approve, patch, or rollback controls.

VANGUARD LOGISTICS · 42,000 MONTHLY INVOICES

Automating 94% of Freight Claims & ERP Reconciliation via Multi-Agent Vision + NetSuite Pipelines.

MERIDIAN SAAS SUPPORT · TIER-2 ESCALATION

Resolving 81% of Technical API Support Tickets Autonomously in Under 22 Seconds.

[ INTERACTIVE AI WORKFLOW ROI & PAYBACK SIMULATOR ]

Quantify Your Manual Ops Burn vs. Autonomous Agent ROI

Select your target workflow, adjust your team size and daily task volume, and inspect your projected monthly hours saved, token compute cost, and sprint payback period.

CONTROL 01 // SELECT TARGET WORKFLOW ARCHITECTURE

CONTROL 02 // OPERATORS TOUCHING THIS WORKFLOW12 Operators

3 Pod Members35 Mid-Market120 Enterprise Org

CONTROL 03 // MANUAL WORKFLOW RUNS PER DAY120 runs / day

20 / day250 / day800+ / day

PRODUCTION BLUEPRINT // n8n + Clay + Claude 3.7 Sonnet + HubSpot/Salesforce

✓Real-time webhook enrichment across 40+ firmographic sources

✓Deterministic ICP scoring & buying-committee identification

✓Autonomous multi-channel draft creation + Slack AE deal room

LIVE TELEMETRY // VERIFIED ROI PROJECTIONPAYBACK PERIOD: 10 DAYS

NET ANNUAL PAYROLL & OPS SAVINGS (AFTER TOKEN COMPUTE)

$456,708 / year

Equivalent to reclaiming 4.2 full-time operators (678 manual hrs saved every month).

01 // HOURS RECLAIMED / MO

678 hrs

88% autonomous execution

02 // NET MONTHLY SAVINGS

$46,059/mo

At $68/hr loaded op cost

03 // EST. LLM TOKEN SPEND

$45/mo

Across 3,300 runs/mo

04 // SPRINT PAYBACK WINDOW

10 Days

14-day deployment SLA

RECOMMENDED ENGAGEMENT // TIER 03 // ENTERPRISE MULTI-AGENT MESH

$16,000 / mo · Private VPC + Custom RAG

✓ 100% ROI Guarantee

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