AI Integration Engineering

Stop piloting AI.
Start deploying it.

Muljin engineers end-to-end AI integration — turning Claude, ChatGPT and Copilot from tools your team dabbles with into systems that drive measurable output and automate work at scale.

No obligation. 30-minute call. Clear next steps.

We integrate

Most AI adoption stalls at the proof-of-concept stage.

Your team has access to AI tools. Maybe you've run pilots. But isolated prompting isn't transformation — it's distraction.

The gap between "we have AI access" and "AI is driving our output" is an engineering and process challenge. That's exactly what Muljin solves.

See How We Solve It
01

AI tools without integration don't scale

Standalone prompting produces inconsistent results. Purpose-built integrations deliver repeatable, reliable output across your entire team.

02

Change management is half the work

Technology alone doesn't change behaviour. We engineer adoption, not just implementation — so your investment sticks.

03

Generic advice won't cut it

Your workflows are specific. Your AI integration should be too. We build for your context, your data, your team.

End-to-end AI integration,
from strategy to deployment.

We don't hand you a report and walk away. We engineer, build and embed AI into your operations — then make sure your team actually uses it.

01

AI Strategy & Audit

We map your workflows, identify high-value automation targets and build a clear AI adoption roadmap — prioritised by ROI, not hype.

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02

Custom Integration Build

We engineer AI directly into your existing tools — Slack, Teams, CRMs, ERPs, custom platforms. No rebuilding from scratch. No disruption.

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03

Workflow Automation

We identify manual, repetitive work and replace it with AI-powered pipelines that run reliably, at scale, without human intervention.

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04

Training & Enablement

We ensure your team doesn't just have access to AI — they use it confidently and consistently as part of their daily work.

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A proven process. Built for enterprise AI adoption.

1

Discovery

We spend time inside your business — understanding workflows, tools and team dynamics before recommending a single solution.

2

Design

We architect a custom integration that fits your tech stack, data governance requirements and team structure precisely.

3

Build

Our engineers build, test and deploy your AI integrations — with full documentation and clear handover protocols.

4

Optimise

Post-deployment, we monitor, iterate and improve — ensuring your integrations get sharper and more valuable over time.

40%+
Average productivity uplift reported by integrated teams
8 wks
Typical time from discovery to live deployment
3+
AI platforms integrated per engagement, on average
100%
Custom-built integrations tailored to your workflows

We work where productivity is a competitive advantage.

AI integration delivers measurable ROI in any knowledge-work environment. Our methodology adapts to your sector's specific compliance, data and workflow requirements.

View Client Results
Professional Services
Financial Services
Legal
Healthcare
Technology
Marketing & Media
Logistics & Supply Chain
Education
Real Estate
Insurance

Your competitors are integrating AI.
Don't let them pull ahead.

Book a 30-minute discovery call. We'll assess your AI readiness and identify the highest-value integration opportunities in your business — at no cost or obligation.

Book Your Discovery Call

No pitch decks. Just a focused conversation about your business.