Spinacle
Spinacle
AI Engineering · Vision AI · Data Services · Global

The AI Engineering
Company.

We build production AI systems, train vision models, and run industrial data pipelines — for companies that need AI to actually work.

4 wksSprint to production
3+AI domains
End-to-endData to deployment
Spinacle
What we doAgentic SystemsLLM IntegrationRAG PipelinesComputer VisionVision Model TrainingDeep LearningIndustrial Data LabelingDataset CreationData PipelinesSynthetic DataMCP ProtocolsProduction Deployment
Methodology

Engineering AI into production. Every time.

01
Engage
A focused 4-week sprint. We define the workflow, pick the right model, and commit to a production-ready outcome.
02
Engineer
Agentic pipelines, vision models, RAG architectures — built on your infrastructure, owned by you.
03
Deploy
Containerised, monitored, observable. Your AI goes live with full documentation and zero hand-holding.
04
Scale
Retainer-based expansion. We grow the system as your data and workflow demands compound.
Capabilities

Built to ship. Not to impress.

Every service ends with one thing: a working system on your infrastructure — whether that's an AI agent, a trained vision model, or a curated dataset.

⚙
Agentic Systems
Multi-step AI agents that own real workflows end-to-end — from data ingestion to decision output, without human handholding.
🔗
LLM Integration & RAG
GPT-4o, Claude, Gemini — embedded into your systems with retrieval architectures that stay accurate on your data at scale.
👁
Computer Vision & Deep Learning
Custom vision model training for object detection, image classification, segmentation, and defect detection — built for your domain.
🏭
Industrial Vision AI
Visual inspection, quality control, and anomaly detection systems for manufacturing and industrial environments.
🏷
Data Labeling & Annotation
High-precision image and video annotation — bounding boxes, segmentation masks, keypoints, YOLO-format datasets — at production scale.
📦
Dataset Creation & Collection
End-to-end data collection, curation, and synthetic data generation for training vision and language models on specialised use cases.
Full capabilities
Vision AI · Data Services

From raw data to deployed model.

We run the full pipeline — collect and label industrial data, train custom deep learning models, and deploy them into production systems.

👁Vision Model Training
Object DetectionYOLO, RT-DETR, Detectron2
Image ClassificationResNet, EfficientNet, ViT
Instance SegmentationMask R-CNN, SAM, custom
Defect DetectionIndustrial quality control
Video AnalyticsTracking, motion analysis
OCR & Document AILayout, extraction, parsing
🏷Data Labeling & Collection
Image AnnotationBounding boxes, polygons, masks
Video LabelingFrame-by-frame, temporal tracks
3D Point Cloud LabelingLiDAR, sensor fusion datasets
Synthetic Data GenerationGAN, diffusion, simulation
Dataset CurationQuality filtering, deduplication
Domain Data CollectionIndustrial, retail, outdoor
Explore Vision & Data Services
Why Spinacle

What separates us from the rest.

01

We deploy. We don't demo.

Every engagement ends with working software in your production environment. No pitch decks, no POC limbo, no ambiguity about what was delivered.

02

Frontier models. Not wrappers.

We work at the cutting edge of LLMs and deep learning — GPT-4o, Claude, YOLO, SAM — building custom systems that exploit their real capabilities.

03

Data-first. Always.

AI is only as good as its data. We collect, label, and engineer training datasets before a single model is trained. No shortcuts.

04

Outcomes you can measure.

Every sprint has a definition of done tied to business metrics — accuracy, throughput, latency. You know if it worked. So do we.

Start building

Your AI system. Production-ready. In four weeks.

One workflow. One production-grade AI system. Fixed engagement. Zero ambiguity.

shipai@spinacle.net— auditbuildai@spinacle.net— build