Services & Capabilities
AI Engineering. Vision AI.
Data Services.
End-to-end AI for companies that need production systems — not prototypes. We build the model, collect the data, and ship the system.
AI Engineering
Agentic systems & LLM integration
Fixed-fee engagements. Production-ready output. Real outcomes.
Agentic Systems
Multi-step AI agents that automate complex workflows end-to-end. From data ingestion to decision output — without human handholding.
LLM OrchestrationWorkflow AutomationMCP Integration
Private LLM & RAG
SLMs deployed on your own servers — Llama, Mistral, Phi-3. Your business data never reaches a shared cloud endpoint. RAG pipelines built on your stack, fully under your control.
On-premise SLMsRAG PipelinesVector DBs
Data Pipelines & AI Readiness
Most AI projects fail at the data layer. We build the ingestion, transformation, and vector infrastructure your models actually need.
ETL PipelinesVector Infrastructuredbt / Airflow
AI Strategy & Architecture
Model selection, stack design, and roadmap planning. We tell you what to build — and what not to — before you commit engineering time.
Use Case DiscoveryArchitecture DesignStack Audit
Vision AI
Deep learning & computer vision
Custom models trained on your data for your environment — not generic APIs with generic accuracy.
Computer Vision Model Training
Custom deep learning models trained on your domain data — object detection, image classification, semantic segmentation, and pose estimation.
YOLODetectron2ViTRT-DETR
Industrial Vision AI
Automated visual inspection, defect detection, and quality control for manufacturing lines — replacing manual inspection with sub-second AI decisions.
Defect DetectionQC AutomationAnomaly Detection
Video Analytics & Tracking
Real-time object tracking, action recognition, and scene understanding for surveillance, logistics, and retail environments.
Multi-object TrackingAction RecognitionRTSP / Edge
Document AI & OCR
Intelligent document processing — layout analysis, table extraction, handwriting recognition, and structured data output from unstructured documents.
Layout AnalysisTable ExtractionForm Parsing
Data Services
Data labeling, collection & creation
Your model is only as good as your data. We build the dataset first — with the precision, volume, and format your training pipeline requires.
Image & Video Annotation
Precise labeling for vision model training — bounding boxes, polygon masks, semantic segmentation, keypoints, and YOLO/COCO format outputs.
Bounding BoxesSegmentation MasksYOLO Format
3D & LiDAR Labeling
Point cloud annotation, 3D bounding boxes, and sensor fusion labeling for autonomous systems, robotics, and industrial mapping applications.
Point Clouds3D BoxesSensor Fusion
Synthetic Data Generation
Generate high-quality labeled training data using GANs, diffusion models, and simulation — for rare classes, edge cases, and privacy-constrained domains.
GANsDiffusion ModelsSimulation
Dataset Creation & Curation
We design and execute end-to-end data collection campaigns — field capture, web scraping, and crowd-sourced collection — with built-in quality assurance.
Data CollectionQuality FilteringDeduplication
Domain Data Pipelines
Automated pipelines that ingest, clean, transform, and version your domain-specific datasets — keeping your training data current as the world changes.
ETLData VersioningActive Learning
Data Quality & Audit
Audit existing training datasets for label noise, class imbalance, and distribution shift — and fix what's causing your model to underperform.
Label NoiseClass BalanceDistribution Shift
Engagement model
The Spinacle Sprint
Discover · Engineer · Deploy — one workflow, one fixed fee.
01
Discover
We scope your workflow, define success metrics, and agree on a fixed-fee build.
02
Engineer
Rapid execution. Weekly demos and updates. Production-ready code, trained models, labeled datasets.
03
Deploy
We deploy, monitor, and document. Optional monthly retainer for ongoing iteration and data refresh.
Industries
Verticals We Serve
Manufacturing & Quality ControlRetail & E-CommerceLogistics & Supply ChainFintech & BFSILegal & ComplianceSaaS & Developer ToolsAgriculture & Precision FarmingEnergy & UtilitiesSecurity & SurveillanceAutomotive & Mobility
Ready to start?
From scope to production. In weeks.
Fixed-fee. One system. Zero ambiguity — you own everything we ship.
Start here
Where could AI actually move the needle?
Book a free 30-min AI Discovery Call. We map your workflows, find the highest-leverage opportunities, and tell you honestly what's worth building — no pitch, no fluff.
Free · 30 min · Google Meet · No obligation