6-figure
HR admin costs cut at a hospitality group annually
Singapore business operators
Build the internal tool your business actually needs.
Kodee helps founders turn manual business workflows into practical systems they can use immediately. Start with one painful process. End with a clearer operation.
4.8/5 average ratingfrom the first workshop cohort highlighted on the source page
9 owners, 9 working toolsbuilt in a single evening according to the original workshop recap
Hours back
What owners get back weekly when one manual process is automated
100%
Of first workshop attendees said they would recommend it
Top 1%
Web app traffic in Singapore, according to the original site copy
The problem
Manual workflows do not just waste time. They quietly distort the business.
Re-entering information, chasing approvals, handling bookings manually, updating spreadsheets, and forwarding screenshots all create hidden cost. Kodee positions automation as an operational fix, not a tech vanity project.
Admin spreads across too many surfaces
WhatsApp, paper forms, spreadsheets, and ad hoc notes make a process look manageable until the business grows and every handoff starts leaking.
Off-the-shelf software rarely matches reality
Teams adapt themselves around tools that were not designed for their exact workflow. The result is friction disguised as process.
Owners stay trapped inside the operation
When only the founder knows how information moves, the business loses speed, consistency, and decision bandwidth.
About Sam
Not a traditional developer. Just someone who kept building the fix.
The page positions Sam as an entrepreneur who learned to build because the business needed systems that existing software could not provide. That origin matters: the framing is practical, commercial, and grounded in operations.
Why this resonates with non-technical owners
Sam built his first tools without a traditional coding background and now helps owners do the same.
The point is not to turn business owners into developers. The point is to help them stop depending on slow manual workflows.
The business focus stays practical: save time, reduce admin friction, and create tools that match how teams actually work.
Tools Sam has built
Live products. Real users. Clear business intent.
The source page uses shipped tools as evidence that problem-led building works. These examples make the offer feel less theoretical and more commercially grounded.
Internal Project and Lead Management Tool
Built because off-the-shelf tools did not fit how the team actually works. Used daily to manage projects, client pipelines, and internal workflows.
AI Founder Copilot
A virtual founder brain trained on real principles and decision frameworks. It answers structured business questions without needing the founder in the room.
AI Personal Brand Coach
Built to test whether AI coaching could scale. The product proved that paying users would engage with a guided, measurable coaching loop.
AI Business Matchmaking Platform
Built to validate demand quickly before committing months of runway. The product reached meaningful user traction fast and answered the key business question early.
AI Content Intelligence Platform
Benchmarks writing against strong creators with structured scoring so users can see measurable content progress over time.
What would you build?
Every one of these tools started as an operational problem that needed fixing. Yours is no different. Come with the problem. Leave with the fix.
From the first workshop, 14 April 2026
What business owners said after one evening.
The original page highlights that every attendee at the first workshop said they would recommend it, and that each owner built something real in one session.
4.8/5Average rating
100%Would recommend
9/9Built something real
★★★★★
I added a virtual lash try-on. I did not expect to get that far in one evening.
★★★★★
This made AI feel practical. I stopped thinking about theory and started building something for my own business.
★★★★★
The session turned a messy process in my head into a working tool I could actually use.
How it works
A clear path from messy process to usable system.
The journey is framed around diagnosis first, then building. This keeps the offer grounded in operational outcomes instead of abstract AI excitement.
Bring one real bottleneck
Walk in with the part of your business that still runs on WhatsApp, spreadsheets, paper, or repetitive admin.
Map the workflow
The process gets broken into decisions, approvals, forms, handoffs, and information gaps so the real leak becomes visible.
Build or scope the fix
Leave with either a working tool, a written build plan, or a done-for-you path that removes the workflow from your plate.
Offerings
Choose the level of support your operation needs.
The original structure separates workshop, audit, and done-for-you support. That creates a ladder from immediate experimentation to full implementation.
Kode With Vibes Workshop
Build it with Sam in one guided session
A hands-on workshop for business owners who want to turn one operational pain point into a working internal tool quickly.
- Built for non-technical founders and operators
- Focuses on one real business workflow
- Leave with something usable, not abstract notes
Business Workflow Audit
Diagnose where time and money are leaking
A structured 1-on-1 session to map how the business currently runs, where friction sits, and what should be built first.
- Written prioritised recommendations
- Useful before larger implementation work
- Designed for owners who want clarity before action
Done For You Build
Sam scopes, builds, tests, and hands it over
For owners who want the result without being the one to build it. The workflow is translated into a practical tool and delivered ready to use.
- Hands-off implementation path
- Revision and handover documentation included
- Strong fit for recurring operational pain points
FAQ
Questions owners usually ask before they start.
These answers preserve the key positioning from the source: practical, accessible, and designed for businesses that still operate through manual processes.
No. The original offer is specifically framed for business owners with no traditional coding background. The workshop is about solving one business problem, not becoming a software engineer.
The source page references inventory systems, recommendation apps, quotation and supplier tools, intake flows, matching platforms, and other internal business utilities built around real workflows.
The business is mapped step by step. Operational leaks, repetitive admin, and information bottlenecks are identified, then turned into a written build recommendation and implementation order.
The workflow is scoped, built, tested, and handed over working, with revision support and documentation so the owner understands what was created and how to use it.
No. The positioning is strongest for businesses still running on manual processes such as F&B, clinics, retail, professional services, education centres, and logistics teams.
Yes. The original page states that tools built in the workshop and done-for-you engagements are handed over to the business, without lock-in to Kodee.
Start with one process