Claude Code Implementation — Singapore

We build AI-native operations with Claude Code.

Custom agents, MCP integrations, automated workflows — built by a team that runs its entire operation on Claude Code. We didn't learn it from a tutorial. We built a business on it.

50+

Custom Agents Built

12+

MCP Integrations

10x

Workflow Speed

Get an AI operations diagnosis

We'll map where Claude Code can transform your team's daily work.

No pitch decks. No obligation. Just a clear map of AI leverage points.

What we build with Claude Code

Not chatbots. Not wrappers. Production-grade AI systems that replace manual workflows and compound your team's capability.

Custom AI Agents

Domain-specific agents that understand your business context, follow your processes, and execute multi-step workflows autonomously. Built on Claude Code with persistent memory and skills.

MCP Server Integrations

Connect Claude Code to your existing tools — CRMs, databases, APIs, project management, analytics platforms. One unified AI layer across your entire stack.

Automated Reporting & Analysis

Agents that query your data, run analysis, generate insights, and deliver reports — on schedule or on demand. No more manual spreadsheet work.

Skills & Workflow Systems

Codified processes your team runs through Claude Code — onboarding checklists, review workflows, content pipelines, quality gates. Your SOPs become executable.

Scheduled Automation

Time-triggered agents that run daily pacing checks, weekly reviews, nightly data pulls, and recurring maintenance — without anyone pressing a button.

Team Training & Adoption

We don't just build it and leave. Your team learns to prompt, configure, and extend the system. The goal: AI fluency that outlasts the engagement.

Why Kaliber

We didn't study Claude Code. We built our company on it.

Most AI consultancies demo well but have never shipped a production system. We run 27 people across two countries with Claude Code agents handling weekly reviews, campaign diagnostics, data queries, content production, and client reporting — every day.

When we build your system, it's informed by hundreds of hours of real usage, real failures, and real iterations. We know what works because we depend on it.

Start with a diagnosis

We'll map your team's workflows and identify where Claude Code creates the most leverage. No strings.

Get My Diagnosis

Demos and POCs that never ship

Production systems running daily

Generic chatbot wrappers

Domain-specific agents with memory and skills

Learned AI from courses

Built a 27-person operation on it

One-size-fits-all templates

Custom agents shaped to your workflows

Hand off and disappear

Train your team to extend the system

Charge for meetings about AI

Ship working systems in weeks

Where teams are using Claude Code

These aren't hypotheticals. Every example below is something we've built and shipped.

Marketing & Agencies

Campaign management agents

Agents that query ad platform APIs, diagnose performance issues, generate recommendations, and push actions to project management. Weekly reviews that took 4 hours now take 15 minutes.

Operations

Automated pacing & alerts

Scheduled agents that check budget pacing, flag anomalies, and notify the right people before problems compound. Runs at 7am, team has context before coffee.

Content & Creative

Content production pipelines

From research to draft to formatted output — agents that handle the scaffolding while your team focuses on the creative decisions that matter. Voice-matched, brand-consistent, editable.

Data & Analytics

Conversational data access

Ask questions in natural language, get answers from BigQuery, Google Analytics, CRMs, or any connected database. MCP integrations that turn Claude into your team's analyst.

Client Services

Client onboarding systems

Agents that create folder structures, discover data schemas, generate configuration files, and populate context documents — turning a 2-day onboarding into a 30-minute process.

Engineering

Development workflow automation

Code review agents, test runners, deployment pipelines, and documentation generators — all inside Claude Code. Skills that enforce your coding standards and architectural patterns.

How we work

From diagnosis to deployed agents in weeks, not quarters.

Diagnosis

We map your team's workflows, tools, and pain points. You get a clear report of where AI creates the most leverage — and what to build first.

Week 1

Pilot

We build and deploy the highest-impact agent or workflow. Your team uses it daily. We iterate until it's production-grade and genuinely useful.

14–30 days

Project Roadmap

Once the pilot proves value, we expand across workflows — more agents, more integrations, more automation. Your team learns to extend the system themselves.

3–6 months

Questions about Claude Code implementation

Claude Code is Anthropic's agentic coding tool — a CLI that gives Claude the ability to read files, write code, run commands, query APIs, and execute multi-step workflows autonomously. It's not a chatbot. It's an AI teammate that can actually do work: pull data from your database, generate reports, manage projects, review code, and automate repetitive processes. For teams, it means the gap between "idea" and "deployed solution" shrinks from weeks to hours.

No. That's the point. Claude Code's power is that non-technical team members can interact with complex systems through natural language. Your marketing manager can query BigQuery by asking a question in English. Your operations lead can trigger a workflow by describing what they need. We build the system; your team uses it conversationally. We do recommend having at least one technically-minded person who can maintain and extend things over time.

We assess your operations across four areas: Workflow Mapping (where your team spends time on repetitive, structured tasks), Tool Ecosystem (what systems you use and how they connect), Data Access Patterns (how information flows and where bottlenecks exist), and Team Readiness (your team's comfort with AI tools and where training is needed). You'll get a prioritised roadmap of what to automate first, estimated impact, and implementation complexity. It's useful whether you work with us or not.

Most AI consultants sell strategy decks and proof-of-concepts that never reach production. We ship working systems. The difference is we use Claude Code ourselves — daily, across our entire operation. Our agents manage $500M+ in ad spend analysis, produce client reports, handle campaign diagnostics, automate onboarding, and generate content. When we build for you, it's informed by real production experience, not theoretical frameworks.

The diagnosis is a fixed engagement — we scope it after an initial conversation. Pilot projects (14-30 days) are project-priced based on complexity. For longer roadmap engagements, we work on a monthly retainer aligned to deliverables, not hours. The Anthropic API costs for running Claude Code agents are typically $50-500/month per workflow depending on usage — significantly less than the human time they replace.

Yes. Claude Code's MCP (Model Context Protocol) architecture means it can connect to virtually any system with an API. We've built integrations for Google Ads, BigQuery, ClickUp, Slack, Webflow, Ahrefs, CRMs, databases, and custom internal tools. If your tool has an API or a database, we can connect it. If it doesn't, browser automation is often an option.