AI agency vs hiring a dev team: which makes sense for a Malaysian founder?
An AI agency ships a working product fast and hands it over, without permanent headcount. An in-house dev team is permanent, owns the codebase day-to-day, and gets faster over time. The honest answer depends on whether the product is the business or the business is something else.
The short answer
If software is the business — the product is the software, the codebase is the moat, the roadmap is the company — hire the team. If software is a tool the business uses to operate better — a booking system, an internal AI, a workflow automation — an AI agency ships it in 6-12 weeks and you do not carry the permanent payroll. Most Malaysian SMEs are in the second camp.
Which one is right for you?
AI agency (pitchdeck.my) fits
You're operational, you want to keep 100% of equity, and the bottleneck is finding the next 200 customers — not building a product.
In-house dev team (2-4 engineers) fits
You genuinely need RM300k+ of risk capital, you're ready to give up 10-20% equity, and the validation of a regulated round matters.
Neither fits yet
You're pre-revenue, pre-product, or pre-customer. The honest answer is: build or get operational first, then come back to this page.
At a glance
AI agency (pitchdeck.my)
- Monthly cost
- From around the cost of one admin a month (RM3-8k typical for a small retained build). One invoice.
- Time to ship the first version
- 6-12 weeks for a focused build. Senior design, AI does the heavy building, no hiring lag.
- Who owns the code
- You do. We hand over the codebase, the infra, the credentials. You can extend it with anyone.
- Hiring risk
- Zero. We are a vendor; if we underperform, you stop paying. No HR cost, no PIPs, no exit interviews.
- Long-term maintenance
- You can extend with us (fractional CTO), hire your own team later, or hand it to a new vendor. No lock-in.
- What it's bad at
- Sustained month-after-month incremental work on a single codebase. That is what in-house teams exist for.
- Best fit
- Malaysian SMEs whose business is operational, hospitality, F&B, services, or light industry, and software is a tool they need.
In-house dev team (2-4 engineers)
- Monthly cost
- RM25-80k/month. 2 mid-level engineers in KL cost RM15-25k each before EPF, SOCSO, benefits, and equipment.
- Time to ship the first version
- 3-6 months just to hire. Then another 2-4 months before the first version ships. Total: 5-10 months.
- Who owns the code
- You do, in theory. In practice, the team owns it — when they leave, the codebase is a liability until the next hire ramps up.
- Hiring risk
- Significant. Bad senior hires in Malaysia take 6-9 months to surface, and 3-6 months to replace. The cost of a wrong hire is RM50-100k+ all-in.
- Long-term maintenance
- Strong. The team learns the codebase over time, gets faster, and reduces vendor dependence. If they stay.
- What it's bad at
- Fast first versions, tight AI integration, and not carrying RM50k+/month in payroll before the product is earning.
- Best fit
- Software-product companies, fintechs, deep-tech, and any business where the code is the product and the moat.
When an AI agency makes sense
Example
A 200-person Taiping food processor was losing 3-4 production days a month to unscheduled stops. Hiring a 2-engineer in-house team to build a maintenance schedule would have taken 6 months before any code shipped, and the cost would have been RM50-80k/month before results. The AI agency built the smarter maintenance schedule in 8 weeks, paid for itself in month 1 of operation, and the manufacturer now uses the same team for adjacent automation work. The in-house hire is still the wrong call — the production line is the product, not the software.
When an in-house dev team makes sense
Example
A Cyberjaya-based B2B SaaS startup with RM2m ARR and 6 enterprise customers needed to ship a new billing engine, a usage-based metering layer, and a customer dashboard rebuild — all in 4 months, with a hard Series A demo deadline. The CTO is technical, the codebase is the product, and the team needs to be in the room. They hired 2 senior engineers in Cyberjaya at RM18-22k each, kept the existing 4-person team, and shipped on time. An agency could have helped, but the velocity ceiling of an external team is lower than a focused 6-person in-house team, and the founders need the compounding effect of the new hires learning the codebase over the next 2 years.
When an AI agency makes sense — full notes
An AI agency is the right call when the business is operational and software is a tool it needs to grow, not the product it sells. A Shah Alam halal FMCG maker needs production planning, batch traceability, and a dispatch system. None of those are the product the business sells. The product is the food. A 2-3 month build, designed by senior architects and built with AI, gets the operations to where they need to be at a fraction of the in-house cost.
It is also right when the founder cannot afford the lead time of hiring. A 200-person Perak food manufacturer losing 3-4 production days a month to unscheduled stops cannot wait 5-10 months for a new in-house team to ship the maintenance-schedule system. An AI agency ships in 6-12 weeks. The saving in lost production alone usually covers the build cost in the first quarter.
And it is right when the founder wants a senior-level system design without a senior-level salary. Hiring a senior architect in KL costs RM18-30k/month, and a good one is hard to find. An AI agency gives the founder access to senior-level thinking on the spec, AI does the building, and the founder gets a production-grade result without a 6-figure payroll commitment.
When an in-house dev team makes sense — full notes
An in-house team is the right call when software IS the product. A Cyberjaya fintech, a KL SaaS company, a Penang edtech with a working product and a Series A pipeline — these businesses live and die on the velocity of the engineering team. The product changes weekly, the codebase is the moat, and the founders need engineers in the room for the strategic decisions. An agency handoff here is a step backwards in velocity, even if it is faster than zero.
It is also right when the business has a 3-5 year horizon of software-led work and can absorb the ramp-up. Once a build is in production, the next 18-24 months are usually about iterating, integrating with partners, and adding features the market asks for. That sustained work pays for an in-house team, and the team compounds in speed and codebase knowledge over time. An agency can do the work, but the in-house team is cheaper per month in that scenario.
And it is right when the founder is technical and wants to be in the code. Some founders should hire the team and write code with them. The team learns the founder's taste, the founder keeps the technical decisions close, and the velocity is real. We are the wrong answer for that founder — the agency is overhead, not leverage.
What pitchdeck.my does
We are the AI Your Business arm
The same team that ships the pitchdeck.my platform. We study your business first, find where it can be optimised, and code a custom solution.
Custom software, from RM 1,500
Lightweight systems built around how your business actually runs. No bloated ERP, no off-the-shelf template you'll fight for a year.
AI agents, automation, websites
WhatsApp concierge, AI-ization of existing workflows, direct-booking websites. From around the cost of one admin a month.
We are the AI agency half of this comparison. The AI agency work, the custom software, the business automation, the WhatsApp concierge — all built by senior architects with AI doing the heavy lifting, from around the cost of one admin a month. You own the code, the data, and the credentials. We hand it over, document it, and you can extend it with anyone — including a future in-house hire.
And we are honest about the limit. If your business is software-product, your codebase is the moat, and you need sustained engineering velocity for the next 3 years, you should hire the team, not use us. The honest line: an agency is a powerful tool for the right shape of business, and the wrong tool for the other. If you'd rather talk to a human about your specific case, WhatsApp us or read the case studies below.
What this looks like in practice
A Kulim Hi-Tech Park electronics manufacturer was losing 8% of finished units to missed defects in final visual inspection. The obvious move was to hire a vision engineer at RM12-15k/month and start a 12-month build. The actual move was a 10-week AI vision build by a focused team — a small, accurate model that spot-checks the final line, logs defects, and the rejection rate dropped 40% in 3 months. The in-house engineer is now a sensible next step for the broader quality system, but the speed-to-value of the agency on the first project was the right call.
The honest trade-off
An AI agency hands you a working system, not an engineering team. If your business needs sustained month-after-month iteration on a single codebase, an in-house team compounds in speed over time in a way an agency cannot match. We can stay on as a fractional CTO, but it costs more per month than a junior in-house hire, and you carry the dependency on an external partner. If the codebase will be the centre of your business for the next 3+ years, the in-house team is the right answer, and we will say so before the first invoice.
Frequently asked questions
For a focused SME build, RM3-8k/month is typical for a small retained engagement, or a one-off build of RM30-80k. For larger AI platform work, RM15-40k/month. The cost depends on the scope, but the headline is that an agency starts at around the cost of one admin a month — a fraction of an in-house team.
You do. We hand over the codebase, the infrastructure, the credentials, the documentation. You can extend it with us, with a future in-house hire, or with a different vendor. There is no lock-in by design — the contract is a build, not a lease.
No, and that is a feature. We are a build partner, not a recruiter. If the business needs an in-house team after we hand over, we will help you scope the first 90 days of the in-house role, but the hire is your decision. We have a small network we can introduce, but we do not take a placement fee.
That is a common path. We ship the first version, you run it for 6-12 months, and then you hire a team to take it forward. The codebase we hand over is documented enough for a new senior engineer to ramp in 2-3 weeks, not 2-3 months. The cost of the agency plus the in-house team is still usually lower than starting with the in-house team from day one, because the agency gets you to a working system in 3 months instead of 10.
See the build services in action.
AI Your BusinessThe pitchdeck.my build pages that cover each side of this comparison — services and regions.
Read the case studies.
Real Malaysian businesses, the build we shipped, and the numbers 4 months in.
How a Kulim electronics manufacturer cut visual inspection rejects by 40% with a thin AI vision system
A Kulim Hi-Tech Park electronics manufacturer was losing 8% of finished units to missed defects. We built them a small AI spot-checker.
ReadHow a 200-person Perak food manufacturer cut unscheduled stops by 62% with a thin AI maintenance schedule
A Taiping-based food processor was losing 3-4 production days a month to unscheduled stops. We built a smarter schedule.
Read