SDR Workload
−62%
After lead qualification agent
AI Support Agent
Ticket resolved automatically ✓
Thanks, instant!
● 71% deflection rate
Invoice Processing
85%
Processed automatically
● Live Near-zero manual entry
Ops Hours Saved
120h
Per month, per client
AI Automation Agency

We build AI systems
that run your operations.

Congni Tech replaces manual workflows with intelligent automation — custom AI agents, LLM integrations, and data pipelines that scale your output without scaling your headcount.

Get a free automation audit See what we've built →
Automation Discovery — Tell us your biggest manual bottleneck
Built with:
🤖 GPT-4o
🧠 Claude 3.5
✦ Gemini Pro
⚡ n8n
🔗 LangChain
📦 Pinecone
🛠 Make
What we build

AI services that replace
real manual work.

We don't demo AI. We deploy it — inside your actual operations, connected to your real data and tools.

🤖

Custom AI Agents

Purpose-built LLM agents for lead qualification, customer support, document review, and internal operations. Running 24/7, integrated into your stack.

Up to 71% ticket deflection

Workflow Automation

We map your manual processes and build end-to-end automation pipelines using n8n, Make, or Zapier — connected to your CRM, ERP, and communication tools.

120+ hrs/month eliminated
🧠

LLM Integration

Embed GPT-4, Claude, or Gemini directly into your product or internal tools via secure API architecture — with proper context management and cost control.

Model-agnostic architecture
📚

RAG Knowledge Systems

Connect AI to your company's knowledge — Notion, Google Drive, databases — so it answers with your context. No hallucinations, no generic answers.

40% reduction in internal search time
📊

Predictive Analytics

Churn prediction, demand forecasting, anomaly detection — built on your historical data and deployed as always-on intelligence your team can act on.

18% avg churn reduction
🗺️

AI Strategy & Audit

Not sure where to start? We audit your operations, identify the top 3 automation opportunities, calculate ROI, and build a delivery roadmap. No commitment required.

Free discovery call available
Real outcomes

Results that show up
on your bottom line.

Every automation we deploy is tracked against measurable business metrics from day one. No vanity metrics — only numbers that matter to your P&L.

View case studies →
70%
Reduction in manual processing time
avg. across client deployments
Faster operational response times
avg. across client deployments
<4w
Time to first live deployment
no endless discovery phases
40%
Average operational cost reduction
avg. across client deployments
Selected systems

Real automation.
Real impact.

Systems we've deployed. Anonymized to protect client confidentiality — full details available on request.

AI Agent · B2B SaaS · DE

Lead Qualification Agent

Built an AI agent that screens inbound leads, qualifies intent against ICP criteria, enriches contact data, drafts first outreach, and routes hot leads directly into HubSpot.

62%
SDR workload reduced
More leads processed
3wk
To deployment
Stack: GPT-4o · Make · HubSpot · Pinecone
LLM Integration · E-commerce · EU

Support Automation Engine

Deployed an LLM-based support layer integrated with internal docs + Shopify CRM. Handles Tier 1–2 support autonomously, escalates edge cases to human agents.

71%
Ticket deflection
3min
Avg response (was 6hr)
2wk
To deployment
Stack: Claude API · n8n · Shopify · Zendesk
RAG Pipeline · Professional Services · EU

Invoice Processing Pipeline

Automated PDF ingestion, document classification, structured data extraction, supplier validation, and ERP entry using OCR + LLM orchestration. Near-zero manual entry.

85%
Auto-processed
18hr
Saved per month
4wk
To deployment
Stack: Claude API · LangChain · Supabase · Airflow

This could be your workflow.

Book a free 30-minute discovery call. We'll map your top automation opportunities and give you a concrete proposal — no pitch, no fluff, no commitment.

Get a free audit →
How we work

Live in production
in four steps.

Tight, transparent process. No scope creep. No endless discovery. First automations live in weeks.

01

Discovery & Audit

We map your workflows, identify the highest-ROI automation targets, and quantify the opportunity before writing a single line of code.

02

Solution Architecture

We design the full system — models, APIs, data flows — optimized for your stack. You approve the blueprint before we build.

03

Build & Iterate

Two-week sprints with live demos at every checkpoint. We adjust based on real feedback — not assumptions.

04

Deploy & Scale

Production deployment with documentation, training, monitoring dashboards, and ongoing support. We don't disappear at launch.

Who we are

Built by engineers,
not slide-deck consultants.

Congni Tech was founded by engineers who've shipped AI systems in production — not advised on them from the outside. We stay small on purpose. Every client works directly with the engineer building their system.

"We measure our work in business outcomes, not deliverables. If the automation doesn't move a real number, we haven't done our job."

🧠

AI Engineering

LLM integration, fine-tuning, prompt engineering, agent architecture — we've built and debugged AI systems in production.

Automation Architecture

End-to-end workflow design using n8n, Make, custom APIs — connected to real business tools, not toy demos.

📊

Data Engineering

Pipelines, vector databases, RAG systems — we build the data layer that makes AI actually useful in your context.

🌍

Based in Erlangen, Germany

Working with clients across Europe and internationally. Languages: English · German · Arabic.

Let's talk

Ready to stop doing
things manually?

Book a free 30-minute discovery call. We'll identify your top 3 automation opportunities and give you an honest assessment — no commitment required.

View our work →