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AI-Powered Dynamic Pricing for a B2B Transportation Platform
Problem. Passenger transport operators on a LatAm B2B SaaS platform were setting fares by intuition. No visibility into yield, load factor, or route-level profitability — and no way to act on a pricing signal fast enough for it to matter.
Action. Defined and shipped an AI-assisted revenue management system on top of ~20 years of transactional data. Built the pricing signal layer (yield, load factor, average fare, route profitability), then closed the loop so recommendations became executable price changes rather than reports nobody acted on. Prioritized execution latency over model sophistication — the constraint was operator workflow, not prediction accuracy.
Result. System in production with 10 enterprise operators, running pricing decisions on data instead of instinct.
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🔥 If you were building an AI Wellness Companion today, would you design a feature or a brand people could actually form a relationship with?
I explored two directions for the same product.
🅰️ Emotional Companion
Built around context, continuity and the feeling that it remembers you.
🅱️ Character Led Companion
A recognizable character that becomes the emotional anchor of the product.
Imagine you’re the founder. Which concept and character would you bet the brand on for the next few years?
Which feels more distinctive, memorable and scalable?
👇 A or B and why?
#AI #WellnessApp #AICompanion #ProductDesign #MobileAppDesign #BrandDesign #UXDesign #HealthTech #AsolDesign
30 voted
39%
46 voted
61%
76 votes
Closed
Character definitely wins here. I think it's like verion2.0 of the emotional one.
Claude + After effects (Here’s the exact 5 prompts, copy them) 🧵
Prompt 0: Setup
Approach: Computer Use - from now, henceforth.
Setup: After Effects is open on Screen 2.
Goal: Configure the project and create 4 working comps, named Scene 1 through Scene 4, before anything is built. All 4 comps use the settings below.
Project settings:
Color depth: 16 bpc
Linear blending on Comp settings:
Resolution: 2880x1620, square pixels
Frame rate: 30fps
Background: warm Don't ask any questions. Build.
Prompt 1: Plan the radial scene
Setup: Same project and comp. Plexus installed. Reference: Sketch
(see first comment for the sketch btw).
Goal: A radial plexus matching the sketch. All vertices start at a single centre point and spread outward in 3D. Lines grow from the centre to each endpoint. Each endpoint carries a different image. Camera with depth of field.
Reading the sketch:
The circle is the origin. Every line starts there, none connect to each other.
Line lengths and angles vary on purpose. Keep that irregularity, don't make it a perfect starburst.
The sketch is 2D, but the build is 3D. Some lines should push toward and away from camera, not just across the frame. Current state: Nothing built for this scene yet. Constraints:
Do not touch the project. Planning only, no computer use. Approach: Consider the best possible way of achieving this. It should be able to be edited realtime as well. Prioritize using plexus Output: A recommended approach with reasons. I'll approve before you build.
CONTINUES IN COMMENT
(Attached is Prompt 1's reference image btw)
Prompt 2: Animate Scene 1 line connections
(i went back to creating the first scene)
Setup: Switch to the Scene 1 comp. Park the Scene 2 plan, we'll return to it.
Goal: Lines animate their connections, drawing from one vertex to the...
A new exhibition needs more than a website. It needs to look established before the doors even open.
That was our challenge with AGMEX, the African Green Mobility & Energy Exhibition in Ethiopia.
We built the entire digital presence from scratch, creating clear journeys for exhibitors, sponsors, speakers and visitors, with custom registration flows and SEO built in from day one.
The goal wasn't just a beautiful website. It was to create a platform that can attract opportunities, generate enquiries and grow with the event.
This is what we love doing: turning ambitious ideas into digital platforms built for real business growth.
Love how this goes beyond just a website and feels like a complete digital presence. 🔥