Get ahead.
Get the Edge with AI.
Stop buying AI tools. Start getting AI results. AI should do more than add another tool to your business. It should help you work smarter, serve customers better, and move business opportunities forward.
Kora Edge helps SMEs put AI to work through practical solutions for customer engagement, workflow automation, and sales conversion—so your business can spend less time on repetitive tasks and more time creating value.
Fixed fee from SGD 2,500. You keep the roadmap whether or not you build with us. Government grants may cover part of the cost.
Example of what a working agent setup looks like.
The problem isn't the technology.
It's everything around it.
of Singapore SMEs had adopted AI in 2024. Among larger firms, it was 62.5%.
Larger firms are more than four times as likely to use AI. The gap is your competitors' opportunity, or yours.
is all most AI vendors leave you with. No assessment, no training, no setup. So the subscription gets cancelled.
Source: IMDA figures as cited by PwC Singapore.
You know AI matters. You just don't know
where it fits in your business.
"We tried ChatGPT. Then nothing changed."
A few people use it for emails. No one has worked out where it could save real hours or bring in revenue.
"We're paying for tools nobody uses."
Subscriptions stack up, staff aren't confident, and the costs start to look bigger than the benefits.
"Our team is buried in repetitive work."
Answering the same enquiries, chasing leads, re-typing data. It's important work, and it doesn't need a person every time.
We don't just teach AI.
We install it, program it and train your team to run it.
Most providers do one or the other. Trainers leave you with ideas and no system. Tech vendors leave you with a login and no skills. Kora Edge does both, so the technology works on day one and your people know how to get the most from it.
Install and program
We set up the AI and configure it around your workflows, data and the tools you already use.
Train and coach
Hands-on sessions on your own tasks, plus coaching until using AI is a habit.
One partner, both jobs
No gap between the people who built it and the people who use it. That's the edge.
One partner. Five steps.
From "where do we start?" to "how did we ever work without this?"
Start with any step. Most clients begin with a Blueprint, because building the wrong thing is the most expensive AI mistake there is.
Blueprint
We map how your business works and rank AI opportunities by how quickly they pay back.
Learn more →Train
Hands-on workshops where your team learns AI on their own daily tasks, so new habits stick.
Learn more →Build
AI Engage, AI Sales and AI Executive agents built around your workflows and tools.
Learn more →Care
A named lead keeps your agents running, improving and in use, with monthly reviews.
Learn more →Transform
When you're ready, a multi-month programme to redesign how work gets done across the business.
Learn more →AI agents that do the work, not just talk about it
AI Engage
Your 24/7 AI chatbot. Answer enquiries, take bookings and qualify leads around the clock on your website, WhatsApp and social channels.
- Instant replies, any hour
- Trial and appointment booking
- Hand-off to your team when it matters
AI Sales
Your always-on AI sales agent. Follow up every lead, draft proposals and nudge quiet prospects, so no opportunity slips through the cracks.
- Lead follow-up and nurturing
- Proposal and quote drafting
- Pipeline updates and alerts
AI Executive
Your AI back-office assistant. Take on the admin that eats your week, from data entry and documents to reports and reminders.
- Document and report drafting
- Order, stock and invoice alerts
- Client updates and admin
What is repetitive work costing you right now?
Move the sliders to see a rough monthly value of the hours your team could get back. Your Edge Blueprint replaces this guess with real numbers from your own workflows.
- Every opportunity ranked by payback
- Clear build cost and time to value
- A plan you own, whoever builds it
An indicative estimate only, not a quote or a guarantee.
Get my real numbers →Let government grants share the cost.
Eligible Singapore SMEs can get up to 50% support for qualifying digital and AI projects under the new EDGE Grant, plus SkillsFuture credits that may help with eligible workforce programmes. We help you find the right grant, prepare a grant-ready proposal and claim your reimbursement.
Eligibility, support levels and approval are decided by the government agencies.
We handle the hard part
- Check which grants may fit your project
- Prepare the scope, quotation and documents
- Guide you to apply before any work or payment starts
- Supply the invoices and evidence for your claim
The partner that trains your team and installs the technology
| Option | Maps your business | Trains your team | Installs and programs the AI | Stays after launch | Built for SMEs |
|---|---|---|---|---|---|
| AI software vendors | — | — | Generic | — | ✓ |
| Large consultancies | ✓ | Some | ✓ | Costly | — |
| Freelancers and agencies | — | — | One-off | — | ✓ |
| Short AI courses | — | Generic | — | — | ✓ |
| Kora Edge | ✓ | ✓ | ✓ | ✓ | ✓ |
How ready is your business for AI?
Answer 5 quick questions. You'll get your readiness level and the step we'd recommend you start with. It takes under two minutes, and you don't need to sign up.
How many people work in your business?
How does your team use AI today?
Where does repetitive work hurt most?
Which tools does your business already run on?
Who would make the call on an AI project?
Built to earn your trust, not just your sign-off
Business first
We won't recommend a build until the numbers say it's worth it.
Skills that stay
Your team learns to use AI themselves, so you never depend on us.
A named lead
One person who knows your business, with monitoring and monthly reviews.
Your data, handled with care
We design every agent with privacy and security in mind from day one.
Questions owners ask us
We're not a tech company. Is AI really for us?
Yes. We work with owner-led businesses in every industry. If your team answers the same questions, chases the same leads or types the same data every week, there's an AI opportunity. The Blueprint shows you exactly where.
What do I get from the Edge Blueprint?
A clear map of how work flows through your business, a ranked list of AI opportunities with expected payback, and a recommended first step with costs. It's yours to keep, whether or not you build with us.
How much does it cost?
The Edge Blueprint is a fixed fee from SGD 2,500. Training, builds and care are scoped and priced after the Blueprint, so you only pay for what makes sense for your business.
Are there grants that can help?
Often, yes. Eligible SMEs can get up to 50% support for qualifying projects under Enterprise Singapore's EDGE Grant, and SkillsFuture credits may help with eligible workforce programmes. We help you check eligibility, prepare your application and claim your reimbursement. Approval and support levels are decided by the agencies. See how grants work.
What happens after the agents go live?
That's where Care comes in. A named lead monitors your agents, improves them each month, and supports your staff, so the results keep growing instead of fading.
Is our data safe?
We build on leading, established AI models and design every agent around your privacy and security needs, including what data it can and can't access.
Get ahead. Get the Edge.
Find out where AI will pay off in your business. Start with a fixed-fee Edge Blueprint. You get clear answers and a ranked roadmap, with no lock-in.
Everything it takes to make
AI pay for itself.
We train your team and we install the technology. Five services that work alone or as one programme. Wherever you start, every step is designed around one question: will this show up in your numbers?
Edge Blueprint
Know exactly where AI will save money or win revenue before you spend on building anything.
- We map your real workflows with your team
- Every AI opportunity, ranked by payback
- A recommended first build, with cost and time to value
- A roadmap you keep, whoever builds it
From SGD 2,500
The low-risk way to start. You'll leave with clarity on where AI fits, what it will cost and what it will return, before you commit to anything bigger.
Best for: owners who know AI matters but want proof before they invest.
AI Training
Hands-on workshops for owners and teams, built around your own tasks rather than generic examples. People leave confident and able to use AI on Monday morning.
- Owner and leadership sessions
- Team workshops on real daily work
- Prompt playbooks for your business
- Follow-up support so skills don't fade
AI Agent Build
We install and program working agents for your business and connected to the tools you already use. Every build draws on our growing library of proven agents, so you get there faster.
- AI Engage for enquiries and bookings
- AI Sales for follow-up and proposals
- AI Executive for admin and reporting
- Tested with your team before go-live
White-Glove Care
Launch is the start. Your named lead keeps agents running smoothly, improves them every month and makes sure your people keep using them.
- A named lead who knows your business
- Monitoring and fixes
- Monthly performance reviews
- Ongoing staff support
Digital Transformation
For businesses ready to go further. A multi-month programme that uses your early AI wins to redesign how work gets done across teams.
- End-to-end process redesign
- Multi-agent workflows
- Change management and adoption
- Measured results at each stage
From first call to measurable results
Free intro call
We hear about your business and goals, and check that we're the right fit.
Edge Blueprint
Workflow mapping, ranked opportunities and a clear recommendation.
Train and Build
Your team gets trained and your agents get built, tested and launched.
Care and scale
Monthly reviews, improvements and the next opportunity on your roadmap.
Not sure where to start?
Take the free AI Scorecard and we'll suggest your best first step in under two minutes.
One proven method.
Built for your industry.
Every business is different, but the patterns of wasted time are surprisingly similar. Here's where we see AI agents create value fastest.
Professional and Business Services
Accounting, legal, consulting, real estate and recruitment firms.
- Enquiry triage and client intake
- Proposal and document drafting
- Client follow-up and reporting
Typical first step: Edge Blueprint, then AI Sales or AI Executive.
Retail, F&B and E-commerce
Multi-outlet shops, restaurants and online sellers.
- Customer chat and bookings
- Review replies and lead follow-up
- Stock and order alerts
Typical first step: AI Engage, then AI Sales.
Education and Training
Tuition centres, private schools and training providers.
- Admissions enquiries and trial booking
- Parent updates
- Enrolment admin
Typical first step: AI Engage and AI Executive.
If your team repeats it, we can probably automate it.
We also work with logistics companies, clinics, property managers and trades businesses. Our method starts with how your business works, not with a template.
You're a great fit if you…
- Run an owner-led business of roughly 10 to 100 people
- Have repeated customer-facing or back-office work
- Already use cloud email, accounting or messaging tools
- Can make decisions without months of committees
Knowledge first.
Results that last.
Kora Edge partners with SMEs to create value, unlock potential and drive progress with AI. We help businesses navigate change, strengthen their capabilities and turn possibilities into tangible results.
Technology, training and transformation. Under one roof.
At KORA, we believe that Knowledge is the starting point of every Opportunity, Readiness is the foundation of growth, and Achievement is the result of purposeful action. Kora Edge puts that belief to work with AI.
Many SMEs buy AI tools with high hopes, then quietly cancel them months later. The tools worked. What was missing was someone to understand the business, install the technology properly, prepare the team and stay until it delivered.
That's why we bring all three of our pillars to every client. Most providers stop at one. That's our edge.
- Technology. We install and program AI agents that do real work in your business.
- Training and development. We coach your people until they run AI with confidence.
- Transformation. We redesign the workflows around it, so results show up in your numbers.
To help SMEs navigate change with AI, strengthen their capabilities and turn possibilities into tangible results.
A Southeast Asia where small businesses compete with the giants because AI levels the field. Starting in Singapore.
Four words behind every engagement
KORA represents a journey of continuous learning, meaningful opportunities, preparedness for the future and the pursuit of lasting success.
Knowledge
The starting point. We learn how your business really runs before we recommend anything.
Opportunity
We find where AI can save time, serve customers better and move deals forward.
Readiness
The foundation of growth. We prepare your people and systems so AI sticks, not just switches on.
Achievement
The result of purposeful action. We stay until the results last after launch day.
What we're not
We're not a software company trying to lock you into a platform. We build on leading, proven AI models and bring the methods, playbooks and hands-on attention that make them work for you.
And we're not the cheapest option. We compete on outcomes and attention, because a cheap build nobody uses is the most expensive kind.
Every client makes us sharper
Each engagement adds to our library of proven agents and industry playbooks. That means faster builds, fewer surprises and better results for every business that works with us.
Let's see what AI can do for your business.
A 20-minute intro call. No jargon and no hard sell.
Practical AI, minus the hype.
Guides, tools and plain-English insights to help owners make smart AI decisions.
The SME AI Starter Playbook
10 AI jobs your business can hand over this quarter
kora edge10 AI jobs your business can hand over this quarter
A practical guide to the highest-value, lowest-risk places to start with AI, with real examples from services, retail and education businesses.
Work out where you stand in minutes
AI Readiness Scorecard
Five questions to find your readiness level and your best first step.
Take the ScorecardAI Payback Calculator
Estimate what repetitive work is costing you and what AI could free up.
Open the calculatorRead, then decide
Why SMEs cancel their AI subscriptions, and how to avoid it
The tool usually isn't the problem. The missing assessment, training and follow-through are.
Read the summary
Businesses drop AI tools when costs recur and staff aren't confident using them. Fix the order instead: identify the job worth doing, train the people doing it, and then pick the tool. Adoption follows clarity.
AI Engage, AI Sales or AI Executive: which first?
A simple way to pick your first AI agent based on where your hours actually go.
Read the summary
If enquiries pile up after hours, start with AI Engage. If leads go cold, start with AI Sales. If admin eats your week, start with AI Executive. If you can't tell, that's what an Edge Blueprint is for.
The SME AI gap in Singapore, in numbers
14.5% of SMEs versus 62.5% of large firms. What the gap means for owners.
Read the summary
IMDA figures cited by PwC show large firms are more than four times as likely to use AI. For SMEs that move now, the gap is a head start over competitors who wait.
How to train a team on AI so it actually sticks
Generic courses fade. Learning on your own tasks doesn't.
Read the summary
Teach on real work, start with three repeatable tasks, create shared prompt playbooks and check in after 30 days. Confidence comes from small wins people can repeat.
A plain-English guide to grants for AI projects
What the new EDGE Grant may cover, and the one rule you can't break.
Read the summary
From 30 September 2026, EDGE replaced PSG, EDG and MRA as Enterprise Singapore's main business grant. The rule that catches people out: apply before any work starts or any deposit is paid. Plan your scope around the grant, then claim after completion.
AI and your data: 7 questions to ask any provider
Privacy and security are a top concern for businesses using AI. Here's how to check.
Read the summary
Ask where data is stored, what the agent can access, who can see conversations, how it's monitored, how to switch it off, what's logged and how incidents are handled.
One practical AI idea for your business, every fortnight.
Short, useful and free of jargon. Unsubscribe anytime.
Your AI back-office assistant.
Installed, programmed, certified.
AI Executive takes on the admin that eats your week, from documents and reports to invoices and reminders. We install it, program it around how your business runs, and train your team to use it.
AI Executive is certified under the Cyber Security Agency of Singapore's Cyber Essentials mark (HIMS Vendors).
Less admin. More time for customers.
Documents and reports
Drafts documents and fills in your recurring reports, so your team reviews instead of retyping.
Orders, stock and invoices
Drafts invoices and sends alerts on orders and stock, so nothing gets missed.
Client updates and admin
Handles reminders, client updates and data entry in the background.
Security you can point to.
Admin work touches your most sensitive information. AI Executive has been certified under CSA Singapore's Cyber Essentials mark in the HIMS Vendors category, a national standard that recognises good cybersecurity practice.
The certification applies to AI Executive.
What that means for you
- An independently recognised security baseline
- An easier conversation with your compliance team
- Peace of mind when the AI handles client and business data
We don't hand you a login. We install it.
Map your admin
We find the tasks that take the most hours and decide what AI Executive should handle first.
Install and program
We set up AI Executive and configure it around your workflows and the tools you already use.
Train your team
Hands-on training and coaching, so your people are confident working alongside it.
Monitor and improve
Your named lead keeps it running and improves it each month.
Give your team their week back.
See where AI Executive fits in your business. We install it, program it and train your people on it, and help you apply for grant support where it applies.
Get the Edge.
Let grants share the cost.
Singapore offers strong support for businesses that adopt AI. We help you find the right grant, prepare your application and claim your reimbursement, so paperwork never stands between you and results.
Two schemes worth knowing
EDGE Grant
Enterprise Singapore's main business grant since 30 September 2026, replacing PSG, EDG and MRA. It supports digital and AI projects, with an annual cap of S$100,000 per company.
- Registered and operating in Singapore
- At least 30% local ownership
- Apply before work or payment starts
SkillsFuture Enterprise Credit
From 1 December 2026, companies with at least three resident employees receive a S$10,000 credit to offset out-of-pocket costs for eligible workforce transformation initiatives and courses. Not every programme qualifies, so check before you plan around it.
- Credit sits in an online wallet
- Offsets costs upfront under the new scheme
Summary of public information from Enterprise Singapore and the Ministry of Manpower, October 2026. Which grant applies depends on your project and is decided by the agencies. Read about EDGE on the Enterprise Singapore website.
From "do we qualify?" to money back in your account
Check fit
We look at your project and business profile and point you to the grants that may apply.
Scope and quote
We prepare a grant-ready proposal and quotation with the scope, outcomes and costs the application needs.
Apply first
You submit through the Business Grants Portal before any work starts or deposit is paid. We guide you through it.
We deliver
We install, program and train as approved, and keep records of every milestone.
Claim
We provide the invoices, reports and evidence you need to submit your reimbursement claim.
Don't pay before you apply.
Grants don't cover work that has already started or been paid for, deposits included. That's why we plan the grant into your project from the very first conversation.
Good to know
- Most grants are paid as a reimbursement after the project is completed
- Approval and support levels are decided by the agencies, not by us
- GST and maintenance costs are usually not covered
Find out what your project may qualify for.
Tell us what you'd like to achieve and we'll point you to the grants that may help pay for it.
Let's find where AI will
pay off for you.
Tell us a little about your business. We'll come back within one business day to set up a free 20-minute intro call.
What happens next
- We reply within one business day
to book a 20-minute call at a time that suits you. - A free intro call
We learn about your goals and check whether a Blueprint makes sense. - A clear proposal
Fixed scope, fixed fee and a start date. No surprises. - Your Edge Blueprint
Ranked AI opportunities and a roadmap you keep.
Prefer to talk directly?
Email msjemelle@gmail.com
Call or WhatsApp +65 8612 4241 · Chat on WhatsApp
Based in Singapore. Serving SMEs across Southeast Asia.
Privacy Policy
How we collect, use and protect your personal data, in line with Singapore's Personal Data Protection Act 2012 (PDPA).
Last updated: 29 October 2026
1. Who we are
Kora Edge ("we", "us", "our") is a Singapore-based AI services provider for small and medium-sized businesses. This policy explains how we handle personal data collected through this website and in the course of our work with you.
2. What we collect
- Details you give us through our forms: your name, company, work email, phone or WhatsApp number, team size, industry, areas of interest, grant preferences and any message you write.
- Newsletter and playbook sign-ups: your name and email address.
- Technical data: our website host may record basic technical information such as your IP address and browser type to keep the site secure and working.
Your answers to the AI Readiness Scorecard and the AI Payback Calculator are worked out in your browser. We do not receive or store them.
3. How we use your data
- To reply to your enquiry and arrange your intro call
- To prepare proposals and deliver the services you engage us for
- To send you the playbook or newsletter you asked for
- To help you prepare grant applications, if you ask us to
- To improve our services and meet our legal obligations
4. Your consent
By submitting a form on this website, you consent to us using your personal data for the purposes above. You can withdraw your consent at any time by emailing us, and every newsletter includes an unsubscribe link. If you withdraw consent, we may not be able to continue providing some services, and we will tell you if that is the case.
5. Who we share it with
We do not sell your personal data. We share it only:
- With service providers who help us run our business, such as website hosting, form processing, email and scheduling tools. They may use the data only to provide their service to us.
- With government agencies, such as Enterprise Singapore, when you ask us to help with a grant application
- Where the law requires it
6. Transfers outside Singapore
Some of our service providers may store data outside Singapore. When this happens, we take reasonable steps to ensure your data receives a standard of protection comparable to the PDPA.
7. How we protect it
We use reasonable security arrangements to protect your personal data from unauthorised access, use, disclosure, loss or alteration.
8. How long we keep it
We keep personal data only for as long as it is needed for the purpose it was collected for, or as required for legal or business reasons. After that, we delete or anonymise it.
9. Access and correction
You can ask to see the personal data we hold about you, or ask us to correct it. We will respond as soon as reasonably possible. For access requests, we may charge a reasonable fee, which we will tell you about first.
10. Data breaches
If a data breach occurs that is likely to cause you significant harm, we will notify you and the Personal Data Protection Commission as the PDPA requires.
11. Contact us
For any question or request about your personal data, contact our Data Protection Officer at msjemelle@gmail.com or +65 8612 4241.
12. Changes to this policy
We may update this policy from time to time. The latest version will always be on this page, with the date it was last updated.
Terms of Use
The terms that apply when you use this website.
Last updated: 29 October 2026
1. About these terms
These terms apply to your use of the Kora Edge website. By using the site, you agree to them. If you do not agree, please do not use the site.
2. General information only
The content on this website, including our guides and playbook, is general information. It is not professional, legal, financial or tax advice. Please get advice specific to your business before acting on it.
3. Our tools give estimates
The AI Readiness Scorecard and AI Payback Calculator give indicative results based on the answers you enter. They are not a guarantee of savings, results or suitability.
4. Government grants
Information about government grants on this website is summarised from public sources and may change. Eligibility, support levels and approvals are decided solely by the relevant government agency. We do not guarantee that any application will be approved or that any amount will be awarded. Please check the latest details on the agency's official website. Most schemes require you to apply before any work starts or payment is made.
5. Our services
Our services are provided under a separate written proposal or agreement. If anything in that proposal or agreement differs from this website, the proposal or agreement applies.
6. Intellectual property
The content, logo and design of this website belong to Kora Edge or its licensors. You may view and download content for your own business use. You may share our free playbook within your organisation, as long as you keep our name on it. You may not copy, republish or sell our content without our written permission.
7. Acceptable use
You agree not to use this website for any unlawful purpose, to interfere with how it works, or to submit false, automated or spam enquiries.
8. Links to other websites
We may link to other websites, such as government grant pages. We are not responsible for their content or availability.
9. Limitation of liability
This website is provided "as is". To the extent permitted by law, we are not liable for any loss or damage arising from your use of, or reliance on, this website or its content.
10. Privacy
Our Privacy Policy explains how we handle your personal data.
11. Changes to these terms
We may update these terms from time to time. The latest version will always be on this page.
12. Governing law
These terms are governed by the laws of Singapore, and the courts of Singapore have jurisdiction over any dispute.
13. Contact us
Questions about these terms? Email msjemelle@gmail.com or call +65 8612 4241.