News · the BIXSO notebook
FeaturedBIXSO releases the Business Solution Canvas as an open framework — and three free courses to learn it
The Business Solution Canvas is now Creative Commons — a canvas you can fail, with a three-fit gate that separates it from every canvas before it. Three free courses teach it end to end.
More writing
- Business model
Seed the supply side or wait for it: the cold-start choice two-sided models can't dodge
A two-sided model has to answer who shows up first, on day one, before either side trusts it. One BIXSO marketplace answered by becoming its own first supplier — and the honest gap that decision was covering for didn't get fixed until nine days later.
- Agentic AI
Our own sales AI doesn't get to decide when a conversation is ready to move on
We put a real production agent on the table — the one that runs BIXSO's own consult pipeline — and read out what actually decides when it advances, quotes a number, or hands a lead to a human. The model reports a feeling. A function decides.
- Business analysis
"We already know our customers." So did we.
The most common objection to business analysis is also the most reasonable one. Here is the part it gets right, the part it misses, and a promise our own product was making this week that no line of code was keeping.
- Business model
Seats vs concurrency: what you're actually charging for
Most SaaS pricing bills by headcount without ever treating that as a choice. Two BIXSO apps looked at the same decision and wrote the rejection into the pricing code — read against a third app that meters something else entirely.
- Business analysis
370,500 Australian businesses stopped trading last year
The number is real and it comes from the ABS. It also does not measure what almost everyone who quotes it assumes it measures — and the definition sits one click away, in the methodology page nobody opens.
- Business analysis
A check that can't say no isn't a check
Confirmation bias doesn't stay in people's heads once a company writes its analysis into tools. It moves into the instruments. The practical test isn't "am I being objective" — it's whether the check you just ran could have returned a result that contradicts you.
- Agentic AI
Our agents kept answering after we deleted their knowledge
A one-line deploy config stripped the knowledge packs out of our agent runtime. Nothing errored, no metric moved, and the agents went on answering fluently for as long as they were deployed. We found it because one of them told us.
- Agentic AI
How to prove your AI is grounded where it runs
Five checks you can run this week. They exist because we shipped agents that answered fluently for weeks with no knowledge attached, and every test we had reported green the whole time.
- Business model
What Auslandscape actually charges for
Three revenue lines, three different units of measure, and the biggest one over time is the only one where the platform never touches the money. A teardown of our own landscaping marketplace, read out of its pricing code rather than its landing page.
- Business model
Your cost model is a decision, not an accounting line
Cost structure sits at the bottom of most business model canvases, filled in last, treated as the accountant's problem. Research on cost modeling treats it as load-bearing — wired straight into resources, partners and activities. Skip the wiring and the "decision" gets made by default, not on purpose.
- Agentic AI
Decision rights: the box that decides whether your AI project survives
Most AI projects don't break on the model. They break the first time an agent does something reasonable that nobody was willing to put their name against.
- Business analysis
Metrics that lie: picking the number that actually means winning
A dashboard full of green numbers can still describe a business that's losing. The failure isn't measuring too little — it's measuring the wrong thing and calling it progress.
- Business model
The most profitable business models share one boring trait
Subscription, franchise, affiliate, freemium, drop-shipping — ten different names sold as ten different ideas. Underneath, they're the same mechanic wearing different clothes, and the mechanic is not exciting.
- Agentic AI
AI business models: the ones that survive charge for outcomes, not tokens
A subscription number looks like a business decision. Usually it is a guess, made before anyone knows what the product will actually cost to run — and the guess breaks the moment real usage arrives.
- Business analysis
The step every business model canvas skips
Most founders finish the canvas and go straight to building. The step in between — the one that would have told them which assumption was about to sink them — almost never happens.
- BIXSO Academy
AI tutoring became a commodity — here is what a learning platform owes you instead
In 2026 an AI tutor is a free feature everywhere. The bottleneck moved to judgment and proof — two things a chatbot can't supply. Here's what BIXSO Academy is built to give instead.
- BIXSO Academy
The First BSC Challenge — canvas a real business, pass the gate
What is assessed is analytical honesty, not polish. A well-argued fail scores as highly as a pass. Free to enter, every valid submission gets written mentor feedback.
- BIXSO Academy
BSC Live Clinic — build your first Business Solution Canvas in 60 minutes
A free, hands-on live session. Bring one real business problem and leave with a canvas you filled in yourself, scored honestly against the three fit-gates.
- BIXSO Academy
Skills-based hiring reaches Southeast Asia — what it changes for people who learn on their own
Employers are testing candidates with real challenges instead of filtering by degree. For self-taught learners the route stops being a disadvantage — but the burden of proof moves onto you.
- Business models
When did your business model last pass an inspection?
Most companies check their cars more often than their business models. A practical way to run the check-up — three questions, ten minutes, borrowed from assessment methodology and built into an open canvas.
- Answer engine optimization
What is answer engine optimization (AEO) for a startup — a plain guide
Your customers are starting to ask AI instead of searching. Answer engine optimization is how a startup becomes the answer ChatGPT, Perplexity and Google's AI give — here is what it is and how to start.
- Specialist AI method
How to build a domain-specific small language model for your business
A big general model knows a little about everything. A small, sharp one that knows your business deeply is usually the better trade — here is how to build one, and when not to.
- Verifiable AI
How to tell if an AI vendor is verifiable — cite sources, show confidence, admit "I don't know"
The most useful test of an AI vendor is not how smart the demo looks — it is whether the system can show its sources, show its confidence, and say "I don't know". Here is the buyer's checklist.
- Business Model Decode
Most 'AI features' are one prompt wearing a UI. Here is the architecture pattern we build instead.
Four world-standard agent design patterns get an AI system acting. They don't answer the harder question — acting on what? Here's the grounding layer BIXSO builds underneath every agent, and the hard line where automation stops.
- Business Model Decode
Every marketplace lives or dies on one number: who shows up first. Here is the model, and where BIXSO is building it.
The business model canvas exposes it clearly — every two-sided marketplace has a thin-side problem before launch. Here's the sequencing model, and how it shows up across the products BIXSO is building right now.
- Business Model Decode
Hilton runs one of the world's biggest loyalty programs on static rules. Here's the agent that wouldn't.
Hilton Honors' tiers scale administration, not retention — a member's booking cadence can drop for months before anyone notices. Here's the two-agent pattern that watches for the signal instead.
- Product updates
bixso.academy is live — agents that tutor, mark and guide, with a human mentor for the moments that matter
Today we're launching bixso.academy, our AI learning platform. Three agents teach, mark and guide against a real rubric — and hand you to a human mentor when a person matters more than a machine.
- proof
wikistay: a travel platform where the map is the interface, not a feature buried in a menu
Most travel apps hide the map behind a list. wikistay puts a 2D/3D map front and centre — five layers of services, a journey planner, and a business-connect model most travel apps don't attempt.
- Why AI projects fail
Why most enterprise AI projects fail — and the discipline that fixes it
Most AI pilots don't fail because the model is weak. They fail because nobody modelled the business first. The fix is an old discipline — business analysis — applied before any automation.
- Specialist vs generalist AI
Specialist vs generalist AI — why a small, sharp model beats a big general one
A general model knows a little about everything. For a real business, that's the wrong trade. The future of useful AI is deep, not broad.
- proof
auslandscape: a 3D design studio homeowners and landscapers actually share
A landscaping quote is usually a sketch and a guess. auslandscape puts homeowner and landscaper in the same 3D scene, editing the same design, before a shovel touches the ground.
- proof
ecosport: connecting Australian grassroots sport without pretending it's finished
Local clubs, athletes and sponsors mostly find each other by word of mouth. ecosport is BIXSO's build to connect them properly — and we're upfront that it's still early.
- proof
service-place: taking the admin off the job, not just listing the job
Service marketplaces are good at discovery and bad at the paperwork after the booking. service-place is built around an 8-agent AI layer that handles the admin — bookkeeping, contracts, support — a solo provider can't afford to hire for.
- proof
yvovietnam: digitising a martial-heritage health tradition without ever diagnosing anyone
Y Võ Trật Đả is centuries of Vietnamese traditional medicine and martial heritage, passed down informally between lineages. yvovietnam's job is to preserve and structure it — with a strict, deliberate line it will not cross.
- proof
bixso.academy: an AI tutor and an AI grader that don't pretend to be the same agent
Marking and mentoring are different jobs. bixso.academy splits them into two agents — one that guides, one that grades against a rubric — instead of one chatbot doing both badly.
- proof
bixso.net: a professional network with an AI Twin instead of a feed algorithm
Most networks optimise for time-on-feed. bixso.net's AI Twin — Network AI — is built to compound your reputation and connections instead, on a trust ledger you can see.
- proof
bixsourcing: a team of agents that source, score and settle B2B deals
Most B2B sourcing tools stop at the RFQ. bixsourcing runs the whole loop — matching, negotiation, logistics and finance — as seven specialist agents behind one dual-role marketplace.
- Nothing in this category yet — check back soon.
Product updates
What we’re building — honest about where it is.
Every product is a live agentic AI going deep into one field. Status is stated plainly — live first, no vague “coming soon.”
- Live bixsourcing Agentic AI for B2B sourcing & procurement Open ↗
- Live yvovietnam Agentic AI for health & martial heritage Open ↗
- Live auslandscape Agentic AI for landscaping & 3D outdoor design Open ↗
- Live service-place Agentic AI for services marketplace Open ↗
- Live lawsfinder Agentic AI for legal & administrative services Open ↗
- Live ecosport Agentic AI for grassroots sport Open ↗
- Live wikistay Agentic AI for map-first travel Open ↗
Stay close
Want early access or a conversation?
The fastest way in is a free first consult — we scope the right problem, then you see the right product first.