The AI-powered backend for production-ready agentic applications

For new developers who want to ship production agents without learning Terraform, DevOps, compliance law, or RAG engineering

Get Started

Join the waitlist. Try it out. No credit card needed.

Backed by

Katara does the heavy lifting so you can ship faster

Everyone else forces you to

With Katara

Manually set up Pinecone + Redis + LangGraph + Guardrails + CI/CD + monitoring

Connect your IDE → Katara auto-builds everything in <5 min

Learn vector DBs, chunking strategies, embedding models, GDPR flows

Upload data → Katara detects PII, picks optimal chunking + embeddings, applies compliance, and gives you a working memory layer

Guess model choices → wake up to $4,000 OpenAI bill

Real-time token dashboard + auto-switches to cheaper/faster models + caching + throttling

Hope you remembered every compliance rule and rate-limit

Compliance Manager continuously scans data & code. Guardrails, rate limits, secrets, staging → production promotion, rollbacks — all automatic

How it works (the 5-minute flow)

Connect your IDE (one-click ACP integration)

Katara instantly reads your codebase, README, and architecture files.

Chat or upload data

“I’m building a support agent on top of my Zendesk export + internal Notion docs.”

Katara’s Technical Project Manager + 7 specialist agents wake up

They analyze your code + data → deliver a full recommendation stack in chat.

You say “looks good” or tweak one thing

Katara deploys production infrastructure, vector stores, RAG pipeline, memory, auth, monitoring, compliance controls.

You’re live

Your agent is running, observable, cost-controlled, and fully compliant. All while you never left your editor.

Katara runs the entire stack for you

Infrastructure

Auto-provisions cloud, scales, manages costs

Vector DB & RAG

Chunking, embedding selection, hybrid search, reranking, caching, evaluation, A/B testing

Memory & State

Persistent memory across sessions, user-specific context, multi-agent shared state

Models

LLM + embedding selection, fine-tuning paths, cost/latency trade-offs, versioning

Agent Orchestration

Workflow design, conditional routing, pub/sub, streaming, error recovery

Observability

Decision tracing, conversation replay, token dashboard, latency graphs, error logs

Testing & Environments

Dev / staging / prod isolation, one-click promotion, regression detection

Security & Compliance

PII detection, GDPR/HIPAA/SOC 2 controls, guardrails, secrets rotation, audit logs

Cost Control

Budget alerts, auto-model downgrades, smart throttling, caching

Upgrades & Maintenance

Auto or manual upgrades, rollback, zero-downtime deployments

Data Portability

One-click export of everything. ZERO lock-in

Pricing

Free to try, pay for what you use starting at $9/mo. Most solo devs and small teams get full production workloads for $99/mo.