Capabilities Web Design & Development E-Commerce & Marketplace Mobile Application LLM Agents & AI Integration RAG Systems & Automation AI Character & Video Branding & Identity Performance Engineering SEO / AEO Social Media & Content Outsourcing & Support Projects Project Local Project Competitors Project Analytics SOON Project RD 2027 Process Contact Start a project
§ 05 · Capabilities

RAG Systems
& Automation

Your data is already there. We make it intelligent and actionable — knowledge bases that answer questions, workflows that run themselves, pipelines that never sleep.

24/7 Pipelines running
17+yr Automating workflows
<24h First response
The reality
The problem
Most automation breaks when it gets complex.
  • Simple Zapier workflows that fail on any edge case
  • Knowledge bases that return wrong answers and erode trust
  • Manual processes that someone has to babysit overnight
  • No visibility into what your automations are actually doing
  • Vendors who set it up once and leave you with undocumented logic
The Panicworkz way
Automation that runs like infrastructure.
  • Production-hardened pipelines with error handling, retries and alerting
  • RAG systems with evaluation — you know when answers degrade
  • Fully documented, version-controlled, transferable automation logic
  • Monitoring dashboards so you always know what's running
  • We maintain and evolve your automations as your business changes
What's included

What we actually do

01 RAG Knowledge Bases +

Custom retrieval-augmented generation systems for documentation, support, internal Q&A and product search.

LangChainPineconeWeaviateOpenAI Embeddings
02 Workflow Automation +

End-to-end process automation with Make.com, n8n, Zapier — or custom Python pipelines for complex logic.

Make.comn8nZapierFastAPI
03 Data Pipelines +

ETL pipelines, API integrations, database sync, scheduled jobs. Your data where you need it, when you need it.

PythonCeleryPostgreSQLSupabase
04 AI Document Processing +

Automated document extraction, classification, summarization and routing using LLMs.

ClaudeGPT-4OCRPDF processing
05 CRM & Marketing Automation +

HubSpot, Salesforce, Mailchimp integrations — automated lead scoring, nurture sequences, reporting.

HubSpotSalesforceActiveCampaignWebhooks
06 Monitoring & Maintenance +

Pipeline monitoring, error alerting, performance optimization. We run your automations with you.

MonitoringAlertingSLARetainer
Why Panicworkz

Why we're
different

01
Production-grade only

We don't build fragile automation. Every pipeline has error handling, retries, alerting and documentation.

02
RAG specialists

We've built knowledge bases that handle millions of documents and return accurate, cited answers.

03
Tool-agnostic

Make.com, n8n, LangChain, custom Python — we use whatever's right for your complexity and budget.

04
Fully documented

Every automation we build is documented and version-controlled. You own it and can maintain it.

05
Monitored always

We build dashboards and alerts so you know when something breaks — before your users do.

06
Long-term partners

Automation needs evolve. We maintain, extend and optimize your pipelines as your business grows.

How it works

From brief to
live

/01 · Map
Process Audit

We document your manual workflows, data sources and bottlenecks. Identify what to automate first for maximum ROI.

/02 · Design
Architecture

Pipeline design, tool selection, error handling strategy, monitoring plan — before any integration work.

/03 · Build
Implementation

Staged rollout with parallel testing. Never cut over until the automated version is proven.

/04 · Operate
Monitor & Evolve

Live monitoring, error handling, optimization and iteration. Automation is never a one-time project.

Ready to automate
the right
way?

Start a project → See our work
Also in our stack

Other capabilities

Web Design & Development E-Commerce & Marketplace Mobile Application AI Integration & LLM Agents AI Character & Video Branding & Identity Performance Engineering SEO / AEO Social Media & Content Outsourcing & Support