We are more than ordinary.
Production AI, not proof of concept.
An AI and computer vision studio with the full stack team to ship it. We build the vision and AI systems, then the web, mobile and cloud work that puts them in front of the people who use them.
- Object detection
- Tracking
- Quality control
- OCR
- RAG assistants
- Edge deployment
Safe Rail
Track bed and ballast, segmented every frame
Tire-cord defect detection
Anomaly heatmap over the running weave
Candy detection
Every piece tracked, counted exactly once
- AI systems delivered to clients in the US and Canada
- 10+
- AI systems delivered to clients in the US and Canada
- IEEE Hackathon win for Dock Vision AI
- 1st
- IEEE Hackathon win for Dock Vision AI
- from technical brief to a deployed AI system
- 3-8 wk
- from technical brief to a deployed AI system
- to tell you whether your idea is buildable
- 24h
- to tell you whether your idea is buildable
Real output from systems we have shipped
HornetAIMarked and re-identified2025
Brain MRI SegmentationThree planes2025
RallyLens1 camera2025
MagicQCEvery piece2025
Dock Vision AI1st place2025Safe RailFrame by frame2025
Nexus RAG AssistantGrounded answers2025Candy Detection & CountingCounted once2025
Cake CountingLive tally2025Tire-Cord Fabric Defect DetectionFlagged live2025
Vehicle Damage DetectionPer-panel2024
3D Lane Detection from LiDAR3D lanes2024
Edge Anomaly Detection for ManufacturingOn the edge2024
Document OCR & Field ExtractionStructured2024
Parking Occupancy & People CountingLive map2024
Autonomous Drone Mission PlanningSim to flight2024
The stack we build and maintain on
Tools we have shipped to production with, not a wish list.
- PythonPyTorchYOLOOpenCVDetectron2TensorRTONNXAnomalibLangChainOllamaFAISSStreamlitLiDAREdge AI
- Next.jsReactTypeScriptTailwind CSSNode.jsFastAPIPostgreSQLSupabaseFlutterFirebaseDockerAWSVercelGitHub ActionsCloudflareFigma
Six disciplines, one senior team.
Two of them are why clients call. The other four are why the work ships. Every screen below is from a system we built.
Web Platforms
Web platforms built to carry real traffic.Next.jsReactTypeScriptMobile Apps
One codebase. Both app stores. Native feel.React NativeFlutterREST/GraphQLUI/UX Design
Design that survives contact with development.FigmaDesign systemsWCAGCloud & DevOps
Infrastructure that scales quietly.AWSDockerCI/CDShipped systems, measurable outcomes.
A few of the systems we've designed, built and put into production.
HornetAI
2025Detects Asian hornets at a bait station and tells individually marked insects apart, so a single hornet can be followed between visits.
Marked and re-identified individual hornets tracked at the bait station by their paint-dot colour
- Python
- YOLO
- OpenCV
RallyLens
2025One phone-grade camera turns a racket-sport session into a timeline of every shot, bounce and wall-target hit.
1 camera broadcast-style shot, bounce and speed tracking. No rig, no wearables
- Python
- PyTorch
- YOLO
MagicQC
2025A QC station that already knows every brand’s points of measure and tolerances. The operator just measures.
Every piece measured to each brand’s tolerance table, logged to the operator
- Next.js
- TypeScript
- Python
Dock Vision AI
2025Real-time docking assistance: detect the vehicle, track the approach, log the turnaround, all from one fixed camera on the bay.
1st place IEEE Hackathon win, then delivered to a client
- Python
- YOLO
- OpenCV
Safe Rail
2025A forward-facing camera segments the track bed, rails and ballast in every frame for automated track-condition monitoring.
Frame by frame track bed and ballast segmented from a forward-facing camera
- Python
- YOLO
- Semantic segmentation
A process built around shipping.
Short cycles, a live staging link from week one, no month-long silences.
- 01
Discover
We dig into the problem, the users, and the constraints before a single line of code. You leave with a clear scope, timeline, and fixed price.
- 02
Design
Wireframes to high-fidelity UI, reviewed with you at every step. Nothing goes into development until you've signed off on how it looks and behaves.
- 03
Build
Weekly demos on a live staging URL. You see real working software as it's built, not screenshots in a slide deck.
- 04
Ship & Support
We deploy, monitor, and hand over clean documentation. Then we stay available. Most clients keep us on for iteration.
Proof, not promises.
- RallyLens reads ball speed, bounces and wall-target accuracy from one phone-grade camera. No rig, no wearables.
- 1 cameraRallyLens reads ball speed, bounces and wall-target accuracy from one phone-grade camera. No rig, no wearables.
- MagicQC measures over 500 garments a shift at 90%+ accuracy, checked against each brand's own tolerance table.
- 500+ / shiftMagicQC measures over 500 garments a shift at 90%+ accuracy, checked against each brand's own tolerance table.
- Dock Vision AI won first place at an IEEE Hackathon, then was delivered as a commercial product to an international client.
- 1st placeDock Vision AI won first place at an IEEE Hackathon, then was delivered as a commercial product to an international client.
What clients ask first.
How much does a project cost?
It depends on scope, but most of our work falls between a few thousand dollars for a marketing site and five figures for a full platform. We quote one fixed price after a discovery call. No hourly billing, and no surprises on the invoice.
How long does a project take?
A marketing website is typically 3 to 5 weeks. A web application or mobile app usually runs 8 to 16 weeks, depending on complexity. We give you a firm timeline before we start.
Do you work with clients outside Pakistan?
Yes. We work with clients worldwide and are comfortable across time zones. Most communication happens over email, WhatsApp, and scheduled calls.
Who owns the code?
You do. On final payment, you get full ownership of the codebase, the repository, and every design file. No lock-in and no license fees to us.
What happens after launch?
We include a support window after every launch to fix anything that surfaces in the real world. After that, you can keep us on a monthly retainer for iteration and maintenance, or take it in-house. Entirely your call.
Can you work with our existing codebase?
Usually, yes. We start with a short technical audit so we can tell you honestly whether it's better to extend what you have or rebuild the parts that are holding you back.
We deliver what we commit.
Tell us what you're trying to build.
We'll come back within 24 hours with honest feedback on scope, timeline and cost, whether or not we turn out to be the right fit.