Managed SaaS

Start Building. Right Now.
No Setup Required.

Moorcheh's managed cloud gives you the full AI search and memory stack — hosted, scaled, and maintained by us. No cloud account needed. No DevOps. Just an API key and you're live.

< 5 min
Time to First Query
$0
To Get Started
99.9%
Uptime SLA
How It Works

Zero to Production in Minutes

01
Free to Start

Create an Account

Sign up at console.moorcheh.ai. No credit card required to start. Your API key is ready in under a minute.

02
One API Key

Call the API

One endpoint. Ingest documents, run semantic search, retrieve agent memory — all through a single unified API. Drop-in SDK for Python and JS.

03
Fully Managed

We Handle Everything Else

Scaling, uptime, upgrades, and infrastructure are fully managed by Moorcheh. You focus on your product — we keep the lights on.

// install the SDK

pip install moorcheh-sdk

// you're ready

from moorcheh import Client

client = Client(api_key="your-key")

The Architecture Shift

What Disappears When You Switch to Moorcheh

Traditional AI search requires five separate systems running 24/7. Moorcheh replaces all of them with serverless microservices that scale to zero.

Before — The Traditional Stack
After — Moorcheh

Vector Database Cluster

~$591,000/yr

Qdrant / Pinecone / Weaviate running on memory-optimized instances (r7g.2xlarge) + Kubernetes orchestration.

ALWAYS ON

Serverless Binary Search

~$18,000/yr

Information-theoretic compression + Hamming distance search on AWS Lambda. No cluster. No instances. No Kubernetes.

PAY PER QUERY

Reranking API

~$1,500,000/yr

Cohere Rerank or similar. External API call on every query to compensate for approximate search.

PER-QUERY API FEES

Built-in Re-ranker

$0

Native re-ranking pipeline. No external API calls. No per-query fees. No data leaving your VPC.

INCLUDED

Middleware & Observability

~$378,000/yr

LangSmith + LangChain tracing layer. Token overhead. Separate subscription.

SEPARATE SUBSCRIPTION

Built-in Tracing & Monitoring

$0

Full observability in Mission Control. Log and trace every retrieval path. No middleware subscription.

INCLUDED

Engineering Team

~$450,000/yr

2 DevOps + 1 Backend engineer dedicated to cluster maintenance, scaling, and pipeline ops.

3 FTEs

Fully Managed

$0

SLA-backed managed service. No cluster provisioning. No capacity planning. No 3 AM pages.

ZERO DEVOPS

Total Annual Cost

$2,500,000+/yr

Running 24/7 regardless of usage

Total Annual Cost

~$36,000/yr + license

$0 when idle

98% cost reduction across the full retrieval stack.

From five systems to one. From $2.5M to $36K.

What's Included

Everything You Need, None of the Overhead

No clusters to run. No infrastructure to manage. No DevOps team required.

Full Semantic Search Engine

Binary search, re-ranker, and chunker — the complete Moorcheh stack, hosted and ready.

Global Infrastructure

Deployed across multiple regions. Low latency wherever your users are.

Mission Control Dashboard

Monitor every query, trace retrieval paths, and view usage metrics in real time.

SOC 2 in Progress

Security-first architecture with encryption at rest and in transit. SOC 2 certification underway.

Dedicated Support

Developer support via Discord and email. Enterprise plans include a dedicated Slack channel.

Migrate to VPC Anytime

Need more control later? Move to Sovereign VPC with the same API — zero code changes.

Deployment Options

SaaS vs. Sovereign VPC

Both options use the exact same API. You can start on SaaS and move to VPC later with zero code changes.

Managed SaaS
Sovereign VPC
Setup time
< 5 minutes
< 10 minutes
Cloud account needed
No
Yes (AWS/GCP/Azure)
Data stays in your environment
No
Yes
Compliance (HIPAA, SOC 2, etc.)
Shared model
Full control
DevOps required
None
Minimal (IaC automated)
Best for
Startups & fast teams
Regulated enterprises

Ready to Start Building?

Free to start. No credit card. No cloud account. No DevOps. Your first query in under five minutes.