AI Infrastructure for vertical SaaS

Ship and monetise in‑product AI.

Sidenet gives vertical SaaS platforms the infrastructure to ship, scale, and monetise in‑product AI assistants — without building the stack from scratch.

Start for free
Orchestrator
Agents
Memory
Tools
Integrations
Auth
Evals
Sidenet Runtime
live
orchestratorpricing.agent
pricing.agentanalyst.agent
✦ resolved3 agents · 1.4s · $0.021
Margin
69% avg
5 agents online
0+
Active agents
0+
Models
0+
Integrations

A network, not a chatbot

A team of AI specialists, built for your vertical.

Your industry. Your workflows. A network of specialists shaped around both.

Switch vertical
H
Hotel PMS
Network live · 5 agents online
Try a question

↑ click any question to watch the network respond

Orchestrator
Routes each request to the right specialist(s)
Pricing Agent
Recommends rate moves that lift RevPAR
Guest Ops Agent
Spots tomorrow's VIPs and what to upsell them
Analyst Agent
Decomposes forecast and pickup to explain the numbers
Scheduling Agent
Builds shift plans that match forecast demand
Maintenance Agent
Prioritises repair tickets and protects check-ins

“Sidenet cut our AI build time from six months to two weeks. Our hotel clients now have an assistant that actually understands hospitality — and we’re monetising it from day one.”

RB
Rafa Buerdos
VP of Product, Hotel PMS

[ The Infrastructure ]

Don't just surface answers. Act on them.

Every Sidenet agent can write back to your stack — triggered from anywhere your team already works, with audit trails, guardrails, and human-in-the-loop where it matters.

Part 01 — The loop

1Signal

Trigger fires

A user clicks, a webhook lands, or a schedule wakes up.

PMS · nightly pricing review
2Reason

Network responds

Specialists collaborate, pull context, and produce a decision.

Pricing + Analyst + Compliance
3Insight

Recommendation surfaces

Human-readable answer, scored, cited, and ready to review.

Lift Sat BAR +$42, hold Fri/Sun
4Action

Sidenet executes

One click — or fully autonomous — and the action runs in your stack.

Rates pushed · channels synced

Part 02 — Build & configure

Compose the agents that handle every signal.

Build agents, workflows and networks — then give them the memory, tools and auth they need to act inside your product, safely.

RUNTIME_CORE

Build

Logic inside Sidenet

Agents

Specialists with unique prompts, tools, and model

Workflows

Deterministic step logic for repeatable tasks

Networks

Orchestrator routing across specialists

CONTEXT_LAYER

Configure

Context to act

Memory

RAG / Vectors

Tools

400+ Plugins

Auth

Scoped OAuth

Part 03 — Triggers

Invoke the network where your team already works.

Embed them, call them, schedule them, or just message them — the same reasoning loop runs underneath, with the same observability and policy fences.

Embed

Chat SDK

Drop a React or web component into your product. Users converse with the agent in-app.

<SidenetChat agent="pricing" />
Programmatic

REST API

Call any agent or workflow from your backend. Streaming responses, typed schemas.

POST /v1/agents/{id}/run
Event-driven

Webhooks

React to events from Stripe, Segment, your PMS or EHR. Agents fire on what matters.

on: booking.created → run
Scheduled

Cron jobs

Nightly pricing reviews, weekly compliance sweeps, hourly campaign checks.

0 2 * * * → nightly review
Conversational

Slack

Mention the agent in any channel. Reasoning and one-click actions thread back inline.

@sidenet why did ADR drop?
Conversational

Email

Forward an inbox, CC the agent on a thread. Replies come back with structured outputs.

agent@yourco.sidenet.ai
Conversational

WhatsApp & SMS

Frontline ops, GMs and field teams trigger agents from their phone. No app install.

WhatsApp · Twilio · iMessage
Developer

CLI & MCP

Run agents from the terminal or wire them into Claude, Cursor and any MCP-compatible host.

sidenet run pricing --live
Every action, logged and reversible.
Full traces, policy checks, and rollback — surfaced in observability.
Try the live demo

Observe & iterate

Score, observe and iterate.

Full traces on every request. Continuous scoring catches regressions. Ship prompt and model changes with data, not opinions.

Trace #a8f3k2
Drill into any span
Total 520ms · $0.011
Orchestrator45ms · 820 · $0.002
Pricing Agent340ms · 2140 · $0.008
Rate Tool Call120ms · ·
Response15ms · 380 · $0.001
Helpfulness — Pricing Agent
Last 7 days
4.2
Mon
4.3
Tue
4.1
Wed
4.2
Thu
3.1
Fri
3.8
Sat
4.1
Sun
Regression detected: Pricing Agent dropped to 3.1 on Friday.
Prompt v1
4.07
Prompt v2 · Winner
4.37

Track & monetise

Track costs & monetise.

A full cost ledger per customer, assistant, and model. Simulate pricing before launch and watch margins in real time.

Total Revenue
$44.00
Total Cost
$14.30
Avg Margin
69%
Cost ledger
Revenue vs Cost · last 6 mo
CustomerAssistantTokensCostRevenueMargin
Cascade SelectPricing Agent142k$4.12$12.0066%
Garden HotelsGuest Ops98k$3.14$12.0074%
Express Hosp.Analyst67k$1.21$8.0085%
Metro PlacePricing Agent201k$5.83$12.0051%
Alert: Hyatt Place margin dropped below 55% threshold.

Built on Sidenet

200+ active agents.

Enterprise-ready from day one
The Orchestrator Agent
All Industries

Coordinates complex workflows across multiple systems.

"Compare occupancy across all our properties this quarter"
The Pricing Assistant
Hospitality

Suggests dynamic rate and promo adjustments from occupancy forecasts.

"What rate adjustments do you recommend for next Thursday?"
The Care Pathway Assistant
Healthcare

Guides patients through evidence-based care pathways.

"Identify post-knee replacement patients off-track on recovery milestones."
The Data Analyst
All Industries

Turn raw data into actionable insights with natural language queries.

"Show me RevPAR trends for the last 6 months"
The Clinical HR & Ops
Healthcare

Instant answers on staffing policies, shift rules, and clinical ops.

"What's our policy on nurses working back-to-back night shifts in the ICU?"
The Guest Ops Assistant
Hospitality

Automates personalised guest communications and upsell offers.

"Draft a pre-arrival email for the Johnsons — returning guests, high floor"
The Dispatch Assistant
Delivery

Optimises driver routes and assignments in real time.

"Reassign zone 3 orders — driver 12 called in sick"
The Private Wellness Assistant
Wellness

Generates personalised wellness plans from intake data.

"Create a 4-week post-surgery recovery plan for a 45-year-old client."
The Supply Assistant
Wellness

Forecasts and orders products to avoid shortages.

"Will we run out of massage oil before month-end at current booking pace?"
The Maintenance Assistant
Hospitality

Prioritises repair tickets and schedules fixes by urgency.

"Room 412 has a broken AC and the guest checks in at 3pm. Options?"
The Group Reporting Assistant
All Industries

Generates custom reports formatted for different stakeholders.

"Monthly settlement summary for our top 20 merchants by payment method."
The Compliance & Risk Assistant
Fintech

Monitors transactions for anomalies and surfaces compliance data.

"Flag any merchants with a chargeback rate above 2% this quarter."

AI Model Providers

Access to 400+ models. New ones in less than 24h.

Route to any frontier or open-source model without rewriting your stack. Swap providers, run A/B evals, and fail over automatically — all behind one unified interface.

OpenAIOpenAI
AnthropicAnthropic
DeepMindGoogle DeepMind
MetaMeta
MistralMistral
CohereCohere
GrokxAI
DeepSeekDeepSeek
QwenQwen
PerplexityPerplexity
GroqGroq
HuggingFaceHugging Face
together.aiTogether AI
FireworksFireworks
ReplicateReplicate
BedrockAWS Bedrock
AzureAzure OpenAI
VertexAIVertex AI
NvidiaNVIDIA NIM
IBMIBM Granite
Databricks
SnowflakeSnowflake
StabilityStability AI
RunwayRunway
ElevenLabsElevenLabs
Deepgram
AssemblyAIAssemblyAI
CerebrasCerebras
Modal
AnyscaleAnyscale
CCoreWeave
400+ modelsFrontier & open-source·Automatic failover & A/B evals·Bring your own key

Tools & Integrations

Connect to anything your agents need.

Email, chat, CRM, BI, payments, and the industry-specific systems your customers already run on. Plug in once — your agents read, write, and act across the stack.

Gmail
SSlack
MMicrosoft Teams
OOutlook
Notion
Linear
Asana
Jira
Google Calendar
Google Drive
Dropbox
Confluence
SSalesforce
HubSpot
Stripe
Shopify
Intercom
Zendesk
TTwilio
Zapier
Postgres
Snowflake
Databricks
BigQuery
TTableau
PPower BI
ddbt
SSegment
Mixpanel
AAmplitude
MongoDB
Algolia
Industry-specific systems
ToastMewsApaleoCloudbedsOracle OperaEpicCerner
1,000+ integrationsOAuth & API key auth·MCP, REST, GraphQL & SQL·Bring your own integration

Questions

Frequently asked questions.

Still curious? Speak with our founder.

How long does setup take?
Most teams ship their first agent in a week. Wire a trigger from your SaaS, pick a model, and Sidenet handles auth, memory, tools, and observability out of the box.
Can we use our own models?
Yes. Use Sidenet's pooled providers to start, then add your own keys — frontier, fine-tuned, or self-hosted. Billing, attribution, and traces stay unified.
How do you gate premium features?
Attach a customer ID and a billing rule (flat markup, tier, or prepaid credits) to every call. Sidenet meters tokens, syncs to Stripe or Paddle, and exposes a usage API for entitlement checks.
Security & privacy?
EU, US, or BYOC hosting. SOC 2 Type II and GDPR-ready by default; HIPAA on enterprise plans. Per-tenant credential scopes and PII redaction across traces.
What does observability include?
Full traces on every request — spans, tool calls, tokens, latency, and cost. Continuous scoring catches regressions, and prompt/model versions can be A/B tested on live traffic.
Do we need to hire AI engineers?
No. Product teams compose agents, workflows, and networks from a visual builder; engineers extend them with custom tools when needed.
Can we connect Sidenet to our own internal APIs?
Yes — via REST, GraphQL, SQL, or MCP, with OAuth or API-key auth. Bring your own integration and your agents can read, write, and act across it.
What happens if a model provider has an outage?
Define primary and fallback models per route. Sidenet automatically retries on rate limits, timeouts, or validation failures — preserving streaming where possible.
Can we start small and scale later?
Start with one assistant on one workflow. Add agents, networks, customers, and integrations as you grow — the same runtime scales from prototype to production.