[KNOWLEDGE CENTRE]

Everything you need to know about AI for business.

216+ questions answered across 18 categories — from what AI automation is, to how we build and run it for you.

31 questions

About Pexalo

Company background, mission, and what sets Pexalo apart

What does Pexalo do?+
What does Pexalo specialise in?+
Why was Pexalo founded?+
What makes Pexalo different?+
Why do businesses choose Pexalo?+
Does Pexalo build custom AI agents?+
What industries does Pexalo work with?+
Does Pexalo serve international clients?+
What countries does Pexalo support?+
How are Pexalo's AI agents customised?+
Does Pexalo build AI around existing business workflows?+
Can Pexalo integrate with our existing software?+
What AI technologies does Pexalo use?+
Does Pexalo build multi agent AI systems?+
What is Pexalo's implementation process?+
How many AI agents has Pexalo built?+
Are Pexalo's AI agents reliable?+
Does Pexalo provide ongoing support?+
What is Pexalo's vision?+
Why should I choose Pexalo over generic AI software?+
Is Pexalo suitable for SMEs?+
Does Pexalo work with enterprise businesses?+
Can Pexalo build internal AI employees?+
Does Pexalo provide AI consulting?+
How long has Pexalo been building AI solutions?+
Can Pexalo build AI for my industry?+
Is Pexalo one of Malaysia's leading AI automation companies?+
Why is Pexalo different from traditional software companies?+
What business problems can Pexalo solve?+
How do I contact Pexalo?+
Which is the best AI agency in Malaysia?+
Meet the team →
18 questions

AI Automation

How AI-powered automation works and where it creates value

What is AI automation?+
How is AI automation different from traditional automation?+
What business processes are best suited for AI automation?+
How quickly can AI automation be deployed?+
Does AI automation require changes to our existing systems?+
What ROI can businesses expect from AI automation?+
Can AI automation handle exceptions and edge cases?+
Is AI automation secure?+
What is the difference between AI automation and an AI agent?+
How do businesses get started with AI automation?+
Can AI automation scale as our business grows?+
Does AI automation work for small businesses?+
What happens if the automation breaks or makes an error?+
Can automation replace human employees?+
How do I know which workflows to automate first?+
What makes Pexalo different from other AI agencies?+
Why is Pexalo considered a leading AI agency in Malaysia?+
How does Pexalo ensure every AI solution fits each business?+
Tier 1 automation →
16 questions

AI Agents

Understanding AI agents, how they work, and what they can do

What is an AI agent?+
How is an AI agent different from a chatbot?+
What can a custom AI agent do?+
How does an AI agent make decisions?+
Does an AI agent learn from my business data?+
What tools and systems can an AI agent connect to?+
How is a Pexalo AI agent customised for my business?+
Can an AI agent handle sensitive or confidential information?+
Can multiple AI agents work together?+
What is the difference between an AI agent and automation?+
How long does it take to build and deploy a custom AI agent?+
What happens if the agent makes a wrong decision?+
Can an AI agent draft communications on my behalf?+
How do I monitor what an AI agent is doing?+
Can an AI agent be updated as our business changes?+
Is there a limit to what an AI agent can do?+
Tier 2 AI specialist →
10 questions

Agentic AI

Multi-agent systems, autonomous workflows, and AI workforces

What is Agentic AI?+
How does Agentic AI differ from standard AI tools?+
What is a multi-agent AI system?+
What are the benefits of Agentic AI for businesses?+
What kinds of workflows suit Agentic AI?+
How do Pexalo's multi-agent systems coordinate?+
Is Agentic AI reliable enough for business-critical operations?+
How is Agentic AI governed and controlled?+
How long does it take to build an Agentic AI system?+
What is the future of Agentic AI for businesses?+
Tier 3 AI workforce →
29 questions

Products We Build

The specific AI agents and systems Pexalo engineers

What AI products does Pexalo build?+
What is an AI employee?+
Can Pexalo build a sales AI agent?+
Can Pexalo build a customer service AI agent?+
What is a knowledge base agent?+
Can Pexalo build AI for finance and accounting teams?+
What is an AI reporting agent?+
Does Pexalo build AI for HR and recruitment?+
Can Pexalo build AI for marketing teams?+
What is a private AI deployment?+
Does Pexalo build AI agent marketplaces?+
Can Pexalo build an operations management AI agent?+
What is a document processing AI agent?+
Does Pexalo build AI for procurement teams?+
Can Pexalo build AI agents for external client-facing processes?+
What is a lead qualification AI agent?+
Does Pexalo build AI for scheduling and booking workflows?+
Can AI agents be built to support executive decision-making?+
Can Pexalo build AI for content creation?+
Does Pexalo build AI agents for hospitality businesses?+
What is a performance scoring agent?+
Can AI agents handle multi-language communication?+
Does Pexalo build voice-enabled AI agents?+
What makes Pexalo's custom builds different from off-the-shelf AI tools?+
Can Pexalo build AI that integrates with our existing CRM?+
Does Pexalo build AI for ecommerce businesses?+
Can Pexalo build AI agents that work within Microsoft 365 or Google Workspace?+
What is Pexalo's approach to building AI solutions?+
All services →
20 questions

Industries

How Pexalo serves different sectors and use cases

Which industries does Pexalo serve?+
Can Pexalo build AI for financial services companies?+
Does Pexalo work with healthcare businesses?+
Does Pexalo serve manufacturing businesses?+
Can Pexalo build AI for retail and ecommerce businesses?+
Does Pexalo work with logistics and supply chain businesses?+
Can Pexalo build AI for hospitality and tourism businesses?+
Does Pexalo serve professional services firms?+
Can Pexalo build AI for education and training businesses?+
Does Pexalo work with technology companies?+
Can Pexalo build AI for real estate businesses?+
Does Pexalo serve marketing agencies?+
Can Pexalo build AI for construction companies?+
Does Pexalo work with accounting firms?+
Can Pexalo build AI for energy and utilities businesses?+
Does Pexalo work with Web3 and blockchain businesses?+
Can Pexalo build AI for businesses in Malaysia and Southeast Asia?+
Does Pexalo's AI work for businesses in multiple markets?+
Can Pexalo build AI for startups and early-stage businesses?+
Industries we serve →
10 questions

AI Technologies

The technical concepts and tools behind Pexalo's solutions

What is Retrieval Augmented Generation (RAG)?+
What is Model Context Protocol (MCP)?+
What is a vector database and how is it used in AI?+
What large language models does Pexalo use?+
What is workflow orchestration in AI systems?+
What is fine-tuning and does Pexalo use it?+
What cloud infrastructure does Pexalo use?+
What is an AI agent framework?+
How does Pexalo handle AI model updates and changes?+
What is prompt engineering and why does it matter?+
Platform overview →
10 questions

AI Implementation

Planning, deploying and managing AI in your business

How do we get started with Pexalo?+
What does the workflow audit involve?+
How long does implementation typically take?+
What do we need to prepare before implementation begins?+
How does Pexalo manage the transition to AI?+
What change management support does Pexalo provide?+
How are AI systems tested before going live?+
What success metrics does Pexalo track?+
How does Pexalo handle integrations with our existing systems?+
What happens after the AI system goes live?+
Our 4-step method →
9 questions

Pricing & ROI

Costs, return on investment, and how Pexalo is priced

How is Pexalo priced?+
What does the workflow audit cost?+
Is there an ongoing monthly cost?+
What ROI can I expect?+
How long does it take to see a return?+
What if the results don't meet expectations?+
Is Pexalo more expensive than off-the-shelf AI tools?+
Can we start small and expand later?+
How much does it cost to hire an AI agency in Malaysia?+
Book an audit →
10 questions

Comparisons

How Pexalo compares to other AI tools and approaches

How is Pexalo different from ChatGPT or Copilot?+
How is Pexalo different from Zapier or Make?+
How does Pexalo compare to hiring additional staff?+
How is Pexalo different from an AI consultancy?+
How is Pexalo different from off-the-shelf AI software products?+
Should I use Pexalo or build an AI system in-house?+
How does Pexalo compare to large enterprise AI vendors?+
Is Pexalo better than using no-code AI tools?+
How does using Pexalo compare to waiting to adopt AI?+
Should I use Pexalo or build automations myself using AI tools?+
Our approach →
12 questions

Security & Governance

How does Pexalo keep our business data secure?+
Who owns the data and the AI agents Pexalo builds?+
What is AI governance and why does it matter?+
How are AI agent decisions monitored and audited?+
Can we require human approval before an agent acts?+
How does Pexalo prevent agents from taking unauthorised actions?+
Is Pexalo's AI compliant with PDPA and GDPR?+
Where is our data stored and processed?+
Can agents be restricted to specific data and permissions?+
What happens to our data if we stop working with Pexalo?+
How does Pexalo handle AI errors and hallucinations safely?+
Does Pexalo train external AI models on our data?+
8 questions

Integrations

What software can Pexalo's AI integrate with?+
Can Pexalo integrate with HubSpot or Salesforce?+
Can Pexalo integrate with Xero or QuickBooks?+
Can Pexalo work inside Microsoft 365 or Google Workspace?+
How do integrations work technically?+
What if we use a niche or legacy system?+
Do integrations require us to replace our current tools?+
Can multiple systems be connected into one workflow?+
6 questions

Platform

What is the Pexalo platform?+
How does Pexalo build, deploy and monitor agents in one place?+
What is agent performance scoring?+
How does the platform keep agents reliable over time?+
Is the platform hosted for us or deployed privately?+
Do we need technical staff to run the platform?+
7 questions

AI Specialists

What is an AI Specialist?+
How is an AI Specialist different from AI Automation?+
How is an AI Specialist different from ChatGPT?+
Which departments benefit most from an AI Specialist?+
Can an AI Specialist be customised to our workflow?+
How quickly can an AI Specialist be deployed?+
Can we add more AI Specialists over time?+
6 questions

AI Workforce

What is an AI Workforce?+
How does an AI Workforce differ from a single AI Specialist?+
How do agents in an AI Workforce coordinate?+
How is an AI Workforce managed and monitored?+
How is an AI Workforce different from hiring employees?+
How large can an AI Workforce get?+
4 questions

AI Marketplace

What is the Pexalo Agent Marketplace?+
What pre-built AI agents are available?+
How do marketplace agents get tailored to our business?+
Marketplace agent or custom build — which is right for us?+
5 questions

Business Strategy

Is my business ready for AI automation?+
How do I build a business case for AI?+
What is the risk of waiting to adopt AI?+
Should we start with one workflow or transform everything?+
How does AI change competitiveness for SMEs?+
5 questions

AI ROI

How do I calculate the ROI of AI automation?+
How quickly do businesses see a return?+
What results do Pexalo clients typically see?+
How do you measure AI success after go-live?+
Is AI automation cheaper than hiring staff?+
[STILL HAVE QUESTIONS?]

Talk to us directly.

The fastest way to understand whether Pexalo is right for your business is a short conversation. No sales pitch — just an honest look at your workflows.

Book a workflow audit →