AUTOMATE
AI Automation Agency

We Build the Automations Your Team Keeps Putting Off

chaidarwin.com designs, builds, and deploys custom AI workflows — so your team stops doing work that a system could do for them.

Book Free Consultation See Our Work
Live in production
Kitakerja · Job Pipeline
LIVE
Input
Scraper
Playwright
›
AI
Claude
Classify & Tag
›
Output
Multi-Post
3 platforms
08:14:02 ✓ Scraped 14 new listings
08:14:05 ✓ Claude classified & tagged 12 roles
08:14:08 ⟳ Posting to JobStreet, Glints, LinkedIn…
847
runs/wk
−12h
saved/wk
99.2%
uptime
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Claude n8n Python OpenAI Playwright Make Zapier PostgreSQL
SERVICES
Services

Automate the Work
Slowing You Down

We design and deploy custom AI automations that slot into your existing stack — no platform lock-in, no bloated tooling.

Lead & Sales Automation

From lead capture to CRM update to follow-up email — fully automated. Enrichment, scoring, and personalised outreach without lifting a finger.

Internal Ops Automation

Eliminate repetitive internal workflows: approvals, data entry, report generation, and cross-tool syncs — fully documented and monitored.

TRENDING

AI Customer Support

Tier-1 support automation with context-aware AI responses, smart escalation routing, and full audit trails — without a bloated helpdesk platform.

Data & Reporting Pipelines

Turn scattered data sources into scheduled, clean reports delivered to your inbox or dashboard — zero manual extraction, zero stale numbers.

PROCESS
How It Works

The AI-Native Delivery Pipeline

Claude handles research and system design. Claude Code writes the implementation. Every step is documented before it executes.

01

Discover & Research

Claude maps your current workflow, pain points, and tool landscape. Every finding is documented before any design begins.

Claude
02

System Design

Claude architects the full automation — data flow, logic branches, integrations — documented and approved before a line of code is written.

Claude Design
03

Build

Claude Code implements the pipeline end-to-end against the approved design spec. Tight, consistent, fully traceable from spec to production.

Claude Code
04

Hand-off & Support

We deploy, train your team, and monitor the first 30 days. You receive full system docs, a run-book, and an ongoing support option.

Post-Launch
RESULTS
Case Studies

Work That Ships and Sticks

Three confirmed automations in production. Click a card to read the full case study.

WHY US
Why chaidarwin.com

Built Different,
Delivered Faster

We're an AI-native shop. Claude handles discovery and system design; Claude Code writes the implementation. Same toolchain from spec to production — no translation loss, no handoff errors.

Faster turnaround
From brief to deployed pipeline, typically 2–4 weeks.
Built-in documentation
Every automation ships with a full system doc and run-book — no black-box pipelines.
Founder-led delivery
Every project is scoped and built by the same person — no subcontracting, no account managers.
The AI-Native Stack
Claude — Research & Design
Maps workflows, architects the system spec, writes the full design document.
Claude Code — Implementation
Implements the pipeline end-to-end from the approved spec. No manual back-and-forth.
Deployed & Documented
Running pipeline, full docs, and run-book — not just a GitHub repo.
Free Consultation

Tell Us What You'd Like to Automate

We'll review your workflow and get back within 24 hours. No commitment, no pitch — just a conversation about what could be automated.

Brief discovery call to map your workflow
Free system design proposal
Clear quote with timeline, no surprises
Start a Consultation