AI agency Kedah: real RM pricing for an Alor Setar or Sungai Petani build in 2026

Kedah SME owners ask the same question every week: what does an AI agency in Kedah actually charge for a real build? No two quotes look the same, because every build is scoped to one workflow in one business — and the cost lives in the workflow, not the agency logo. Here are the 7 numbers you should expect to see before signing.

What this is and why it matters

Kedah runs on small operators — a 6-person Alor Setar accounting practice, a 14-person Sungai Petani retail chain, a 3-outlet Langkawi F&B group, a 280-person Kulim electronics supplier. The owner who asks about AI is rarely asking "should I transform my business" — they're asking "what's the cheapest way to fix the WhatsApp inbox, the stock sheet, or the QC station." The difference between a RM 8,000 build and a RM 80,000 build is usually a single scoping decision, not a quality decision. The AI agency Malaysia picture sits on the head page; what follows is the Kedah breakdown.

The 7 RM figures an Alor Setar or Sungai Petani SME pays for an AI build in 2026

1. Discovery: RM 5,000 – RM 15,000. A 1-2 week study before any code is written. The agency watches your operation, maps the workflow, audits your data, writes a build spec. Credited against the build if you proceed. About 30% of Kedah discovery engagements end in "don't build" — the data isn't ready, the workflow doesn't need AI, or a RM 200/month SaaS does the job.

2. Tier 1: RM 500 – RM 5,000 setup + RM 50 – RM 500 a month. A HubSpot AI workflow, a Claude API wrapper that drafts customer emails, a Make.com flow that summarises WhatsApp messages, a Roboflow + off-the-shelf vision model on a small SKU set. 1-2 weeks, mostly no-code. This is where 70% of Kedah SMEs should start — one specific tool that does one specific thing better, not a "full AI transformation."

3. Tier 2: RM 15,000 – RM 80,000. The sweet spot for most real SME problems — a WhatsApp concierge, a vision spot-checker for a small factory line, an AI-powered reorder prediction for a 3-branch retail chain, an invoice follow-up bot for a 10-person services firm. 4-10 weeks. Paid monthly over 6-12 months at RM 2,000 – RM 7,000 a month, which fits a Kedah SME's cash flow. Pays back inside 90 days if scoped right.

4. Tier 3: RM 80,000 – RM 300,000+. The multi-workflow platform — a fleet-wide predictive maintenance system, a multi-site vision QA network, a multi-channel customer AI that handles WhatsApp + email + phone + web in one queue. 3-6 months. About 80% of Tier 3 builds we get asked to quote in Kedah, the right answer is "go back to Tier 1, validate the workflow first, then come back with 6 months of real data."

5. Data-prep sprint: RM 8,000 – RM 30,000 (or 2-4 weeks of your team's time). The line item agencies leave out. A Kulim factory spent 3 weeks tagging 2,400 training images before any model was selected. A Sungai Petani retail chain spent 2 weeks cleaning a 4,200-SKU master where the same brake pad was named 6 different ways. If the data isn't ready, the AI produces confident wrong answers for 6 months.

6. Post-handover retainer: RM 1,500 – RM 8,000 a month. AI systems need retraining as your data drifts — the model you ship in month 3 is rarely the model you want in month 12. The retainer covers retraining, integration maintenance, and bug fixes. The right structure: fixed-price discovery → fixed-price build → 30-90 day post-handover included → optional 6-12 month retainer at 30-40% of the build fee per year. If they can't quote the retainer, they don't know what the system will cost to maintain.

7. The 3 hidden ongoing costs the headline quote never shows. First, the API bill at scale — a Langkawi-scale WhatsApp concierge handling 1,000 messages a day costs RM 200 – RM 800 a month in Claude or OpenAI requests, on top of the retainer. Second, the model upgrade — plan for a Phase 2 of 30-50% of Phase 1 cost, 6-12 months after go-live. Third, your own team's adoption time — a Kulim QC team spent 30-40 hours in 90 days adapting to the AI's flag-and-confirm pattern. Budget it. The Kedah AI agency services page lines all 7 figures up against representative Kedah builds.

Where it goes wrong

This won't work if you sign a single-line quote. Agencies that say "RM 60,000 for an AI system" with no breakdown are the ones whose Tier 2 builds balloon to RM 150,000 in month 3 because data prep, integration and the retainer weren't in the number. It also won't work if you skip discovery and ask for a "ballpark" — the ballpark is always 2-3x the real number once the spec is written. A real AI quote has 6-7 line items, names the workflow, names the data, and shows the retainer number before you sign. About 1 in 3 Kedah quotes we review, we tell the owner to walk away.

What to do next

Take 30 minutes and write down the single workflow in your business where a 30% improvement would be worth RM 5,000 a month. If you can't name one, you're not ready — fix the data first. If you can, send us the workflow and we'll tell you whether it's Tier 1, 2 or 3, what discovery would cost, and whether the ROI is real. See the Kedah AI agency services overview.