FAQ
Frequently Asked Questions
A collection of the questions we're asked most often about our services, our process and pricing, and topics covered on the blog. Tap any question to see the full answer.
Services
How is custom software development priced?+
Pricing depends on scope, integration complexity, and scale. We start with a free discovery call, then provide a phased proposal. Typical SMB projects range from USD 10k to 60k.
Source：Custom Software Development
How long does a project take?+
MVPs typically launch in 6-12 weeks; full enterprise systems in 3-6 months. We deliver in 2-week iterations so progress is always visible.
Source：Custom Software Development
Do you offer post-launch support?+
Yes. Maintenance contracts cover bug fixes, incremental feature work, performance monitoring, and security updates.
Source：Custom Software Development
I'm not technical — can we still work together?+
Absolutely. Discovery is always in business language. We translate architectural decisions into terms that matter to you.
Source：Custom Software Development
Which teams is enterprise training suited for?+
Teams that want to build in-house technical talent, reduce reliance on outsourcing, or improve their frontend, backend, full-stack, or AI/ML application capabilities.
Source：Enterprise Training
Can the training be customized?+
Yes. We start with a requirements interview and design the course content and difficulty based on the team's current technical level and project needs.
Source：Enterprise Training
How long does training take?+
It depends on the course modules and team needs — short workshops can run a few days, while a full skill-building program may span several weeks to a few months.
Source：Enterprise Training
Is there follow-up support after training?+
Yes. We provide post-training consulting and technical support to help the team apply what they learned in real projects.
Source：Enterprise Training
Where should traditional industries start with digital transformation?+
Start with the most painful yet visible-win workflows — typically order management, production scheduling, inventory counts, or A/R reconciliation. These consume labor and generate errors daily.
Will this disrupt our existing operations?+
We use phased, pilot-first rollouts to minimize risk. Legacy systems continue running alongside new ones until the new system is validated — no forced cutovers.
When can we expect ROI?+
Process-digitization projects typically pay back in 6-18 months; smart manufacturing investments in 1-3 years. We include cost-benefit projections in the proposal phase.
What if our floor staff aren't tech-savvy?+
Systems are designed floor-first — simple enough for ops to use without retraining — and we bundle employee training, video walkthroughs, and on-site enablement.
What business use cases suit AI Agents?+
Best for repetitive, rule-bound workflows that need language understanding: support, document classification, report generation, internal knowledge retrieval. One-off or highly creative tasks are less suitable.
Source：AI Agent Integration
We don't have much AI training data — can we still do this?+
Yes. Most enterprise agents use RAG (retrieval-augmented generation). Your internal docs, FAQs, and manuals are enough — no model training required.
Source：AI Agent Integration
How long to integrate an AI Agent?+
A working PoC typically takes 2-4 weeks. Full production deployment (with integration, monitoring, and compliance) takes 6-12 weeks.
Source：AI Agent Integration
How do you handle data security and privacy?+
We support private cloud / VPC deployment and local models (Llama, Qwen) — sensitive data never leaves your environment. PII can be auto-redacted before reaching the LLM.
Source：AI Agent Integration
Process & Pricing
How is pricing estimated?+
Pricing depends on the service type, scope, and complexity. We start with a free discovery call, then provide a phased proposal. Typical SMB custom software projects range from USD 10k to 60k; other services are scoped individually.
Source：Process & Pricing
How long does a project or engagement take?+
It depends on the service: custom software MVPs take about 6-12 weeks, full systems 3-6 months; AI Agent PoCs take 2-4 weeks, full deployment 6-12 weeks; industrial transformation rolls out in 3-6-12 month phases; enterprise training ranges from a few days for a workshop to several months for a full program.
Source：Process & Pricing
Is there support after launch or after the engagement ends?+
Yes. We provide post-launch or post-training maintenance, consulting, and technical support, covering bug fixes, incremental improvements, performance monitoring, and security updates, priced by traffic and SLA.
Source：Process & Pricing
AI Agent
What should I ask an AI Agent vendor first?+
Ask how they decide which workflow is worth automating, not what tech stack they use. A team that can explain its selection logic clearly is usually more reliable than one that only shows a flashy demo.
Source：How to Choose an AI Agent Development Company in Taiwan
How long does a PoC usually take?+
A working PoC typically takes about 2-4 weeks, with full production deployment around 6-12 weeks, though actual timelines depend on the complexity of the use case.
Source：How to Choose an AI Agent Development Company in Taiwan
Can we build an AI Agent without in-house training data?+
Yes. Most enterprise AI agents run on RAG (retrieval-augmented generation), so existing documents, FAQs, and manuals are enough — no model training required.
Source：How to Choose an AI Agent Development Company in Taiwan
How long does an AI agent PoC take?+
A working PoC typically takes about 2-4 weeks, used mainly to validate whether the use case is viable and whether the available data can support good retrieval and answer quality.
Source：From PoC to Production: Deploying an Enterprise AI Agent
How long from PoC to full production?+
Full production deployment — including system integration, monitoring, and compliance — typically takes 6-12 weeks, with the actual timeline depending on how many systems need integration and how ready the data is.
Source：From PoC to Production: Deploying an Enterprise AI Agent
What's the most common mistake during the PoC stage?+
Choosing the wrong use case — picking a task with unclear rules or one that demands high creativity, which makes the PoC underperform and leads teams to wrongly conclude that AI agents don't fit their business.
Source：From PoC to Production: Deploying an Enterprise AI Agent
How should enterprises handle data security when adopting an AI agent?+
The core approach is supporting private cloud or VPC deployment, using local models (such as Llama or Qwen) so sensitive data never leaves the company environment, and automatically redacting sensitive fields before they reach the LLM.
Do you have to use a local model to be secure?+
Not necessarily. With a cloud LLM service, risk can be reduced through data redaction, strict access controls, and contract-level data-use terms — a local model is one option on the spectrum, not the only solution.
What does redacting sensitive fields mean?+
It means automatically masking or replacing personally identifiable fields — names, ID numbers, phone numbers — before data is sent to the LLM, so the model only ever processes the redacted version.
Custom Software
How do I quickly filter a list of system development companies?+
Start by matching team size against your budget tier to narrow the list down to 2-3 candidates, then talk to each individually — that's far more efficient than comparing a dozen-plus vendors at once.
Source：How to Choose a System Development Company: Ask 3 Questions First, Then Check Team Positioning
Can I go with a vendor whose quote is noticeably lower than everyone else's?+
Confirm first whether the quote fully covers testing and post-launch maintenance. If the scope differs, the total price isn't really comparable no matter how low it looks.
Source：How to Choose a System Development Company: Ask 3 Questions First, Then Check Team Positioning
Do I have to work with a local team?+
Not necessarily — but if your project needs frequent face-to-face discussion or on-site training, a local team usually has lower communication overhead.
Source：How to Choose a System Development Company: Ask 3 Questions First, Then Check Team Positioning
Should an SME work with a listed-company-level systems integrator?+
In most cases, no. A listed integrator's compliance capacity suits large-scale or high-audit-requirement projects, while a small-to-mid custom team's flexibility is usually a better fit for SMEs.
Source：How to Choose a System Development Company: Ask 3 Questions First, Then Check Team Positioning
What should I prepare before the first meeting?+
List your existing systems, the specific problems you want to solve, and your budget range in advance, so quotes from different vendors can be compared on the same basis.
Source：How to Choose a System Development Company: Ask 3 Questions First, Then Check Team Positioning
What's the fee most often left out of a quote?+
Post-launch maintenance is the most commonly omitted line item — always ask directly whether it's included in the total price.
Source：How Much Does Custom System Development Cost? One Formula to Estimate Your Budget Tier
How much buffer should I add to my budget?+
A common rule of thumb is 10-30% on top of your estimate, to absorb scope adjustments once requirements are clarified.
Source：How Much Does Custom System Development Cost? One Formula to Estimate Your Budget Tier
How much longer does a full system take compared to an MVP?+
An MVP typically launches in 6-12 weeks; a full-featured system usually takes 3-6 months.
Source：How Much Does Custom System Development Cost? One Formula to Estimate Your Budget Tier
Can I just pick the vendor with the lowest quote?+
We don't recommend comparing on total price alone — confirm first whether the scope covers testing and maintenance, or you risk add-on charges after launch.
Source：How Much Does Custom System Development Cost? One Formula to Estimate Your Budget Tier
When does it make sense to start with a small pilot?+
When requirements are still unclear, or you want to validate a single process first, a small pilot is a good way to start before expanding the engagement.
Source：How Much Does Custom System Development Cost? One Formula to Estimate Your Budget Tier
What's the most common reason ERP integration fails?+
Underestimating the complexity of data gaps — data formats and update frequencies differ across systems, and if this isn't fully mapped early on, integration takes far longer than expected.
Source：ERP System Integration: Common Pitfalls and How to Avoid Them
Do we have to replace the legacy system to integrate ERP?+
Not necessarily. In most cases the legacy system can run in parallel with the new integration layer while data accuracy is validated, before deciding whether to retire it — this significantly reduces operational risk.
Source：ERP System Integration: Common Pitfalls and How to Avoid Them
Where should an SMB start with ERP integration?+
Start by mapping where data is most fragmented and manual re-entry is most frequent (order and inventory data, financial reconciliation), then integrate the gap with the biggest impact first.
Source：ERP System Integration: Common Pitfalls and How to Avoid Them
How much cheaper is a freelancer than a dedicated development company?+
Freelance rates are usually lower per hour, but a dedicated company's quote includes architecture, testing, and maintenance. Typical SMB projects with a dedicated team range from USD 10k to 60k depending on scope and integration complexity.
Source：Custom Software Development vs. Outsourcing in Taipei
What is the biggest risk of hiring a freelancer?+
The biggest risk is a single point of failure — if the freelancer leaves mid-project, gets busy with a bigger client, or leaves no documentation, the project can stall with no clean handoff.
Source：Custom Software Development vs. Outsourcing in Taipei
When does it make sense to hire a dedicated development company instead?+
When the system needs long-term maintenance, integrates multiple modules (ERP, APIs, payments), or will keep evolving after launch, a company with a full process and team redundancy is the safer choice.
Source：Custom Software Development vs. Outsourcing in Taipei
How much does custom software development cost?+
Pricing depends mainly on scope, integration complexity, and expected scale; typical SMB projects range from USD 10k to 60k, with the exact figure confirmed after a discovery call.
How long does development usually take?+
An MVP typically launches in 6-12 weeks; a full enterprise system usually takes 3-6 months, delivered iteratively with visible progress every two weeks.
Do we still pay after launch?+
Usually yes. A maintenance contract covers bug fixes, incremental feature work, performance monitoring, and security updates, priced by traffic and SLA — a recurring cost separate from the initial build.
Software Outsourcing
Are software outsourcing quotes always priced by person-month?+
Not always — project-based pricing, per-module pricing, and hybrid pricing are all common. Which one applies depends on the vendor and the nature of the project.
Source：How to Compare Software Outsourcing Quotes: 5 Things to Check Before You Pick a Partner
Is it worth outsourcing to an overseas team?+
The quote may be lower, but time zone and language differences add communication costs worth estimating — don't compare on unit price alone.
Source：How to Compare Software Outsourcing Quotes: 5 Things to Check Before You Pick a Partner
What's the difference between an outsourced freelancer and an outsourcing company?+
A company typically has more complete project management and backup staffing, while a freelancer often has an edge in communication flexibility.
Source：How to Compare Software Outsourcing Quotes: 5 Things to Check Before You Pick a Partner
How do I avoid inconsistent outsourcing quality?+
Spell out acceptance criteria and a testing process in the contract, and ask for evidence of actual results from past projects.
Source：How to Compare Software Outsourcing Quotes: 5 Things to Check Before You Pick a Partner
How is maintenance priced after an outsourced project is done?+
Most commonly a monthly fee or hourly billing — confirm before signing whether it's included in the original quote.
Source：How to Compare Software Outsourcing Quotes: 5 Things to Check Before You Pick a Partner
Cost & Pricing
How much does website development cost in Taiwan in 2026?+
Market rates in Taiwan run from about USD 300 to USD 15,600+ depending on vendor and scope. Noise & Signal builds fully custom only, and prices on three factors — single page or multi-page, whether you need a backend, and whether you need payment integration — landing between USD 940 and 12,500.
Source：Website Development Cost in Taiwan (2026): Pricing by Pages, Backend, and Payments
How much does a single-page site cost?+
A Noise & Signal single-page site runs about USD 940 (NT$30,000), including responsive design and a contact form, delivered in 1-2 weeks. Other Taiwan vendors quote single-page sites from roughly USD 250-1,900.
Source：Website Development Cost in Taiwan (2026): Pricing by Pages, Backend, and Payments
How much more does a backend add?+
Moving from a multi-page site with no backend (USD 1,560-3,750) to one where you can edit content yourself (USD 3,750-7,800) roughly doubles the price, and the timeline stretches from 3-6 weeks to 6-10 weeks.
Source：Website Development Cost in Taiwan (2026): Pricing by Pages, Backend, and Payments
How much does payment integration add?+
Adding a shopping cart, payment gateway, logistics integration, and membership system brings the price to USD 6,250-12,500, with a typical timeline of 8-14 weeks. Payment and logistics testing is the main driver of the added cost.
Source：Website Development Cost in Taiwan (2026): Pricing by Pages, Backend, and Payments
Does Noise & Signal offer template websites?+
No. Noise & Signal builds fully custom only — every page and backend feature is designed for the client's requirements, which is why quotes run higher than template-based competitors.
Source：Website Development Cost in Taiwan (2026): Pricing by Pages, Backend, and Payments
What ongoing costs come after launch?+
Expect domain renewal (approx. USD 13-38/year), hosting (approx. USD 95-940/year), and a maintenance contract (10-20% of build cost, roughly USD 310-3,750/year).
Source：Website Development Cost in Taiwan (2026): Pricing by Pages, Backend, and Payments
Which teams is enterprise AI training suited for?+
Teams that want to build in-house technical talent, reduce reliance on outsourcing, or improve frontend, backend, full-stack, or AI/ML application capability — especially companies planning to develop and operate systems independently long-term.
Source：Training Your Team on AI vs Hiring: A Cost-Benefit Comparison
How long before training an AI team shows results?+
It depends on the course modules and team needs — short workshops can run a few days, while a full skill-building program may span several weeks to a few months, depending on the team's existing baseline.
Source：Training Your Team on AI vs Hiring: A Cost-Benefit Comparison
Is there follow-up support after training ends?+
Yes. Training typically includes post-training consulting and technical support to help the team apply what they learned in real projects, rather than ending the moment the course does.
Source：Training Your Team on AI vs Hiring: A Cost-Benefit Comparison
Digital Transformation
Where should a traditional industry company start with digital transformation?+
Start with the most painful yet visible-win workflow — typically order management, production scheduling, inventory counts, or accounts-receivable reconciliation, since these consume labor and generate errors every day.
Source：Traditional Industry Digital Transformation Guide: Taiwan
Will the transformation disrupt existing operations?+
A phased, pilot-first rollout minimizes disruption. Legacy systems keep running in parallel until the new system is validated, so there's no forced cutover.
Source：Traditional Industry Digital Transformation Guide: Taiwan
How long until the investment pays back?+
Process-digitization projects typically pay back in 6-18 months; smart-manufacturing investments take longer, roughly 1-3 years, depending on process complexity.
Source：Traditional Industry Digital Transformation Guide: Taiwan
Where should an SMB manufacturer start with smart factory IoT?+
Start with a single production-line pilot for equipment monitoring and data collection, confirm the data can be reliably collected and interpreted, then expand toward quality prediction and predictive maintenance.
Source：Smart Factory IoT for SMB Manufacturers: Where to Start
How long does a smart factory investment take to pay back?+
Smart-manufacturing investments take longer to pay back, roughly 1-3 years — longer than simple process digitization (6-18 months) — so ask for a cost-benefit projection during the proposal stage.
Source：Smart Factory IoT for SMB Manufacturers: Where to Start
Can an SMB factory without an IT department still adopt IoT?+
Yes. Systems should be designed floor-first for ease of use, paired with employee training, video walkthroughs, and on-site enablement to lower the learning curve for staff unfamiliar with digital tools.
Source：Smart Factory IoT for SMB Manufacturers: Where to Start