Architecture & Orchestration Layer

The AI Central Nervous System: Multi-Agent Orchestration & BYOK

Switchboard bridges your customer communication channels, foundational LLM models, and backend business applications with sub-second latency, deterministic API tools, and complete data sovereignty.

Enterprise Architecture & Orchestration

How Switchboard Works:
The AI Central Nervous System

Switchboard acts as the intelligent orchestration layer between your customer channels, foundational LLM models, and backend business applications.

Input Control

Omnichannel Ingestion & Sub-2s Triage

Single unified gateway across text and voice. Ingest phone calls, WhatsApp voice notes, SMS, and web chat. Transcribe audio in real time and route to specialized vertical agents in under 2 seconds.

Deterministic Execution

Deep API Actions, Not Just Chat

Agents execute live read/write actions directly into Shopify orders, AthenaHealth EHRs, Encompass mortgage checklists, and Calendly—with full circuit-breaker safety.

Enterprise Security

Operator Multi-Tenancy & Data Isolation

Complete tenant data isolation, encrypted credentials at rest, custom tool tokens, and strict zero-model-training guarantees designed for regulated healthcare and enterprise operations.

INBOUND CUSTOMERS·9 OMNICHANNEL INLETS
Live Web ChatWhatsApp & Voice NotesPhone & Voice AISMS / Two-Way TextEmail InboxesInstagram DMFacebook MessengerTelegramCustom Webhooks & API
Inbound
Direct Reply
switchboard.aiOrchestration Core
Active Sub-Second Routing
Multi-Agent Router
Sub-2s intent triage
Voice AI & Audio Notes
Twilio Voice + Whisper STT
Company Brain (RAG)
Entity & insight memory
AI Engine Scenarios
Visual DSL workflows
Deterministic Tools
Two-way read/write APIs
Smart Human Handoff
Context-rich agent handoff
Reasoning
Synthesis
FOUNDATION MODELS & CLOUD AIUNIVERSAL RUNTIME
OpenAIOpenAI(GPT-4o / o1)ClaudeClaude(3.7 Sonnet)GeminiGemini(2.0 Flash)DeepSeekDeepSeek(R1 / V3)xAIxAI(Grok-2)BedrockBedrock(AWS VPC)Azure OpenAIAzure OpenAI(HIPAA SLA)GroqGroq(500 tok/s)OllamaOllama(On-Prem)Qwen(2.5 72B)MistralMistral(Large 2)CohereCohere(Rerank v3)View all 70+ providers & BYOK →
Tool Call
Action Output
DETERMINISTIC INTEGRATION ENGINE (WORKFLOW RUNTIME)640+ ENTERPRISE CONNECTORS
Autonomous Integration EngineDeterministic Action Runtime
Self-Hosted Headless Runtime · 440+ Connectors · Bull Queue Mode
SalesforceSalesforce(CRM)HubSpotHubSpot(CRM)ZendeskZendesk(Support)IntercomIntercom(Chat)ShopifyShopify(Commerce)StripeStripe(Billing)QuickBooksQuickBooks(Finance)NetSuiteNetSuite(ERP)SlackSlack(Ops)MS TeamsMS Teams(Ops)JiraJira(Tickets)LinearLinear(Issues)NotionNotion(Knowledge)AirtableAirtable(Bases)PostgreSQLPostgreSQL(Database)SnowflakeSnowflake(Warehouse)TwilioTwilio(Voice/SMS)AthenaHealth(FHIR EHR)Clio(Legal)Motive(Fleet)Explore all 640+ enterprise connectors across our ecosystem →
Closed-Loop Circuit:Actions Synced Instantly Back to Channels < 1.8s
Isolated Multi-Tenancy· HIPAA-Ready· Zero Model Training
Continuous Coverage

Always Available 24/7/365

Eliminate queue wait times and missed after-hours leads. Routine inquiries, order lookups, and scheduling are resolved instantly with zero staff fatigue.

Scalable Infrastructure

High-Throughput Enterprise Scale

Built on event streaming, distributed Redis caching, and resilient queuing. Scale from 100 to 1,000,000 monthly interactions with flat platform pricing—no per-seat penalties.

Measurable Impact

Proven Operational ROI

Achieve 73% automated first-contact resolution, 40% reduction in appointment no-shows, and 3.4x faster response times with graceful human escalation.

Universal AI Engine Model Runtime

100% Model Agnostic: Supports All 70+ AI Model Providers & BYOK

Switchboard does not lock you into any single AI lab. Connect your own API keys (BYOK), route dynamically between frontier reasoners and cost-optimized models, or run 100% air-gapped on private infrastructure.

Zero Token Markup & BYOK

Use your existing enterprise contracts with OpenAI, Anthropic, or AWS Bedrock. Zero markup on your model tokens.

Dynamic Multi-Agent Routing

Route complex triage to Claude 3.7 / o1, high-frequency chat to Gemini Flash / Groq, and audio transcription to Whisper.

Private On-Prem & Open-Source

Host DeepSeek R1 or Llama 3 on Ollama, Xinference, or any custom OpenAI-compatible vLLM cluster behind your firewall.

OpenAI
OpenAIFrontier Reasoning
Anthropic
AnthropicExtended Thinking
Google Gemini
Google GeminiMassive 2M Context
DeepSeek
DeepSeekOpen Reasoning
xAI (Grok)
xAI (Grok)Real-Time Synthesis
Mistral AI
Mistral AIEfficient Open Weights
Meta Llama
Meta LlamaOpen Source Benchmark
AWS Bedrock
AWS BedrockAWS Private VPC
Azure OpenAI
Azure OpenAIEnterprise SLA
Azure AI Studio
Azure AI StudioModel Catalog
Google Cloud Vertex AI
Google Cloud Vertex AIEnterprise GCP
AWS SageMaker
AWS SageMakerCustom Endpoints
Oracle Cloud (OCI)
Oracle Cloud (OCI)Bare Metal AI
NVIDIA NIM
NVIDIA NIMTensorRT-LLM
Groq
Groq500+ tok/s LPU
TA
Together AIServerless Speed
FA
Fireworks AIUltra Low Latency
SS
SambaNova SystemsDataflow SN40L
OpenRouter
OpenRouterUniversal Aggregator
Replicate
ReplicateCloud Containers
S
SiliconFlowHigh Concurrency
NA
Novita AILow Cost API
LA
Lepton AIDeveloper Native
P
PerfxCloudAccelerated API
R
RegoloEuropean Privacy
C
CometAPIMulti-Model Hub
D
DeerAPIHigh Availability
A
AIHubMixGlobal Edge
Ollama
OllamaLocal On-Premises
X
XinferenceDistributed Xorbits
L
LocalAIDrop-in OpenAI
OA
OpenAI API CompatibleAny vLLM / TGI Gateway
G
GPUStackHeterogeneous Clusters
Hugging Face Hub
Hugging Face HubCommunity Weights
Hugging Face TEI
Hugging Face TEIText Embeddings Inference
Triton Inference Server
Triton Inference ServerNVIDIA Production
O
OpenLLMBentoML Framework
VA
Vessl AIMLOps Platform
AT
Alibaba Tongyi (Qwen)Qwen 2.5 Benchmark
BW
Baidu Wenxin (ERNIE)Enterprise ERNIE 4.0
ZA
Zhipu AI (GLM-4)GLM-4 Frontier
MA
Moonshot AI (Kimi)2M Context Window
0(
01.AI (Yi)Yi-Lightning
TH
Tencent HunyuanEnterprise MoE
MiniMax
MiniMaxABAB 6.5 & Voice
BV
ByteDance VolcengineDoubao LLM
VM
Volcengine MaaSManaged Service
S
StepFunStep-1 / Step-2
BA
Baichuan AIHealthcare & FinTech
C
ChatGLMBilingual Standard
M
ModelScopeAlibaba Community
GA
Gitee AIOpen Source Cloud
HC
Huawei Cloud MaaSAscend AI Cloud
HC
Huawei Cloud MaaS HKInternational Node
U
UpstageSolar Mini / Pro
3Z
360 ZhinaoSecurity AI
AL
Ant LingAnt Group FinTech
B
BytePlusByteDance Global
GC
GMI CloudNVIDIA H100 Fleet
M
MimoMultimodal Engine
L
LongcatLong Context
L
LemonadeEdge AI
IS
iFlytek SparkCognitive Engine
Cohere
CohereRerank v3 & Embed
VA
Voyage AICustom Embeddings
Jina AI
Jina AI8K Context Embeddings
NA
Nomic AIMatryoshka Vectors
M
Mixedbread.aimxbai Embeddings
FA
Fish AudioZero-Shot TTS
F
FunASRReal-Time STT
TV
Twilio VoiceWebRTC Telephony
OpenAI Whisper
OpenAI WhisperVoice Note STT

Need a Private Fine-Tuned or Custom Endpoint?

Connect any model server (vLLM, TGI, SGLang, FastChat, LMDeploy) via the universal OpenAI API compatible bridge.

100% Compatible

Turnkey Deployment Pipeline

From zero to production-grade AI customer operations without extensive engineering.

Live in days, not quarters
01
Connect Channels5 minutes

Link WhatsApp, SMS, Web Chat, or Email via one-click credentials.

02
Pick or Build ScenariosDay 1

Select turnkey industry playbooks or generate custom DSLs in natural language.

03
Deploy & OrchestrateInstant

Live multi-agent routing with full unified inbox fallback for human oversight.

Deployment Topologies

Deploy Where Your Compliance Demands: SaaS, VPC, or BYOC

From turnkey multi-tenant SaaS to 100% air-gapped VPCs in your own AWS/GCP account. Switchboard adapts to your corporate infosec and data residency requirements.

Turnkey SaaS

Multi-Tenant Shared Cloud

Production-ready within 24 hours. Fully managed multi-tenant cluster with strict PostgreSQL schema isolation and AES authenticated envelope encryption.

  • Zero infrastructure maintenance
  • Isolated PostgreSQL schemas per tenant
  • Managed Twilio & Meta API webhooks
  • Standard 99.9% target SLA
View Platform Pricing
Enterprise Recommended

Dedicated VPC Cloud

Dedicated isolated compute and database cluster provisioned in your chosen cloud region with private VPC peering and custom SLA guarantees.

  • Dedicated PostgreSQL & Redis instances
  • Custom AWS / GCP private VPC peering
  • Contractual 99.99% target SLA
  • HIPAA BAA execution roadmap (Early Access)
Request Dedicated VPC Scope
100% Data Residency

Self-Hosted BYOC (Your Cloud)

Deploy the complete Switchboard stack directly into your own AWS, Azure, or GCP infrastructure under your existing cloud security agreements.

  • Customer-managed AWS/GCP account
  • 100% data residency & customer KMS keys
  • Runs under customer's own cloud BAAs
  • Air-gapped VPC inference compatible
Explore BYOC Architecture
Enterprise Risk & Governance

Architected for Regulated Operators: Zero Compromise

Customer operations touch sensitive business data. Switchboard is engineered with strict database isolation, contractual zero-training guarantees, and an enterprise compliance roadmap.

Healthcare & Clinical Architecture

HIPAA & BAA Roadmap

Engineered with gateway de-identification protocols, audit-log scrubbing, and deterministic clinical triage rules. Formal Business Associate Agreement (BAA) execution and dedicated VPC peering are coming soon for Dedicated Cloud and BYOC tiers.

Coming Soon
Enterprise Governance

SOC 2 Type II In Progress

Immutable append-only audit trails for every conversation, role-based access control (RBAC), and continuous cloud posture monitoring actively built into our infrastructure.

Audit Prep Active
100% Sovereign Data Privacy

Zero Model Training

Customer proprietary business data, knowledge bases, and message payloads are never retained or used to train foundation models across any provider.

Guaranteed Policy
Defense-in-Depth Storage

PostgreSQL Schema Isolation

Dedicated schema isolation per tenant with row-level security (RLS) policies. Sensitive API keys are sealed using AES authenticated envelope encryption with unique per-tenant salts.

Production Standard
Technical Specifications

Engineering Primitives: Isolation, Telemetry & Determinism

Engineered from the metal up for mission-critical operations. Every tenant runs within isolated memory and database boundaries with full audit observability.

PostgreSQL Schema Isolation & RLS

Dedicated database schema partitions per tenant with row-level security (RLS) policies. Sensitive API keys and credentials sealed using AES authenticated envelope encryption with unique per-tenant salts.

Cryptographically Enforced RLS Isolation

Sovereign Integration Engine

Deterministic tool execution runs via a dedicated headless integration engine in queue mode. Inbound and outbound actions verified with HMAC-SHA256 signatures, Redis atomic deduplication, and circuit-breaker guardrails across 640+ connectors.

640+ connectors · Zero data leak

Full-Stack OpenTelemetry Tracing

Distributed trace spans across every message hop. Real-time token consumption metrics, P95 intent latency tracking, and Grafana Faro browser session performance telemetry.

Sub-millisecond spans

Ready to Architect Your Customer Operations?

Schedule a technical architecture deep dive with our engineering team to review multi-agent topologies, CRM integrations, and turnkey playbooks.