Global product & venture lab. Ideas → testable prototypes in 2 weeks, working MVPs in ~8. Launch Lab • MVP Lab • Growth Lab. Client work × studio ventures.
Startups shouldn’t take years to build.
With IteraLab, founders can validate ideas, build MVPs, and launch fast using AI + rapid experimentation.
The future of venture studios is here. Visit https://t.co/K1vUpc58Dh to learn more.
#IteraLab#Startups#AI#VentureStudio
A signal we're testing:
Docs arrive by email. Someone downloads, reviews, and moves the data into accounting.
Plausible — not proof. Still to learn: frequency, worst step, current workaround.
Your workflow? What arrives? What next? How often? What breaks?
#BuildInPublic
"AI accounting platform" is too broad.
One user: financial documents arriving by email.
One job: turn them into structured data.
One behavior: connect > review > export.
That's the loop Ledgr is built around today.
What would you remove before adding anything?
#BuildInPublic
Why client work and ventures?
Client Lab: proximity to founder constraints and trade-offs.
Ventures: we live with our own product decisions.
Client work creates proximity to real constraints. Venture learning strengthens client delivery.
The Dual Flywheel.
#BuildInPublic
Two IteraLab ventures, one problem space, different starting jobs.
Soleledger: transactions → books and reports, solo or with an accountant.
Ledgr: receipts, invoices and confirmations → reviewed, accounting-ready data.
A clear boundary is a product decision.
#BuildInPublic
Products get expensive when assumptions survive too long untested.
IteraLab closes the gap with deliberate constraints:
2 weeks: idea to testable prototype. 6 more weeks: learnings to a focused working MVP.
Not "build it all in eight weeks." Build only what the evidence earns.
Andrew Ng just dropped a 3-hour course on how to become an AI Engineer in 2026:
• 00:00 - How to build agentic AI systems
• 04:25 - Future of AI engineering
• 23:38 - AI Prompting full course
��� 2:52:17 - Creating an app with AI in 30 minutes
This 3-hour watch could replace 10 AI engineering courses on the internet.
Watch it today, then read how to run a self-improving system in the article below.
I still don't think people understand what just happened with Claude Design.
Claude Design can now take you from rough idea to fully responsive, high-fidelity website design in 10 minutes.
Most builders are skipping Steps 1-3 and blaming the tool when results look generic.
This 4-step workflow gets you professional designs on the first pass:
(full breakdown in the article)
Innovation is broken - not because people lack ideas, but because teams lack systems.
Here’s why the world needs a new kind of venture studio 👇
Most companies build too slowly.
By the time they ship, markets have moved on.
#iteralab#venturestudio#InnovationInAction
.@YourAlberta is looking at ways to make it easier for employees to observe cultural or religious holidays while reducing impacts on employers. Share your feedback from Dec. 2-19 at https://t.co/1zHUMaVNqR.
We appreciate everyone who gives feedback on Level Up – a new trade program to help businesses build export capacity, navigate global markets and succeed on the global stage - and shares the surveys with their networks before it closes on Nov. 30. See survey links in comments.
Are you an Alberta company looking to grow internationally? You can help inform and develop a new trade program, Level Up, to help businesses build export capacity, navigate global markets and succeed on the global stage.
Municipalities, Indigenous communities and non-profit organizations that have a project that could create regional impact or collaboration may be eligible for a Northern and Regional Economic Development program grant.
Apply by Nov. 28: https://t.co/c8JEKeuxIY