// augment · tier 07
Give your product — or your factory floor — the ability to see.
Computer Vision & Visual AI — Tier 7
// scope
What's in, what's out.
// included
- Custom vision model trained on YOUR visual data
- Real-time or batch processing pipeline
- Integration with cameras, production line, app, dashboard
- Model retraining pipeline — improves as it sees more data
- Monitoring dashboard — detections, accuracy, trends
// not included
- Camera hardware (we recommend vendors; you buy direct)
- GPU compute costs (cloud or edge — typical $80–500/mo)
- On-site installation (remote setup unless local)
// deliverables
What you walk away with.
01Trained model + retraining jobs
02Inference pipeline (cloud or edge deployment)
03Integration with your camera/system/app
04Monitoring dashboard
05Source code, model weights, deployment artifacts
// examples
What founders build at this tier.
Quality inspection — detect defects on production lines
Document processing — invoices, receipts, forms, ID cards
Object detection — count items, track inventory
Image classification — auto-sort, categorize, tag
OCR + data extraction — paper → structured data
Security & surveillance — motion, anomaly, access
// process
How a project runs.
Week 1–2
Data audit, annotation strategy, model selection
Week 3–4
Model training + iteration + accuracy benchmarking
Week 5–6
Integration with your systems + real-time pipeline
Week 7–8
Testing in real conditions + deployment + monitoring
// case studies
We've shipped this kind of work.
Real builds at this tier. Each one is a full breakdown of the problem, the architecture, and what shipped.
// faq
Questions about this tier.
Ideally yes. Your data beats anything generic. We can also start with public datasets and fine-tune as we collect yours.
Both. Cloud for batch and high-throughput. Edge (Jetson, Coral, mobile) when latency or privacy demands it.
95–99% on well-scoped problems with quality data. We benchmark before quoting.
// combine & save
Pair this tier with another, pay ~15% less.
// TIER 1 + 4
Smart MVP
Web app + AI chatbot. The fastest path to a "feels like the future" product.
$2,500 – $5,000save ~15%
// TIER 2 + 5
Connected Product
Web + mobile + an AI agent doing real work behind the scenes.
$6,000 – $12,000save ~15%
// TIER 3 + 5 + 6
Enterprise Stack
Full platform across web/mobile/desktop with agents and RAG. Custom-quoted.
$10,000+save custom
// NEXT TIER
T1 — Web Application
$1–3K · 5–7 days →
// ready when you are
Ready to talk about your vision project?
Free 30-min audit. Honest assessment. You walk away with a plan whether or not we work together.