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Production-Grade AI.
Architected & Deployed.
Architected for your data, deployed in your environment.
Trusted across Industries
What We Build
Core Focus
Also in Our Portfolio
Other Services
What We Build
01
RAG & Document Intelligence
Enterprise search over your documents, SAP, ERP, databases, and knowledge bases. Multi-source retrieval, Text-to-SQL, hybrid search, and semantic caching. Cloud or air-gapped deployment.
Turn complex data into actionable insights.
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98.7%
Retrieval accuracy
Factory Floor · Camera 4
30 FPS
Action Segmentation
● LIVE · last 10s
Walking
Reaching
Picking
Operating
▲ now
Operating
0.92
Reaching
0.13
Idle
0.04
<40ms
Edge inference
02
Computer Vision, Edge AI & IoT
Defect detection, quality assurance, motion detection, action recognition, and real-time video analytics. Optimized for edge hardware, from factory floor to field deployment.
From detection to decision, give your teams real-time visibility they can act on.
Defect detection, quality assurance, action recognition, and real-time video analytics. Optimized for edge hardware — from factory floor to field deployment.
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03
Intelligent Document Processing
Automated data extraction from scanned, handwritten, and tampered documents. VLM-powered pipelines for documents where off-the-shelf OCR fails.
Extract critical information faster, reduce manual review, and keep workflows moving.
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Invoice No.
QF-2026-0481
Amount
$128,400.00
Vendor
Quantafyre LLC
Extraction complete · 99.2% accuracy
99.2%
Field accuracy
POST /api/v2/infer
Status: 200 OK · 38ms
{
"model": "qf-engine-v2",
"confidence": 0.994,
"latency_ms": 38,
"result": "anomaly_detected"
}
▊
FastAPI
Async workers
Multi-tenant
Docker / K8s
3 days
Avg. API-to-prod
04
Full-Stack AI Development
End-to-end AI application development. From model architecture to production API to deployment. FastAPI backends, async processing, multi-tenant systems.
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05
Custom AI Projects
Bespoke AI systems designed around your specific workflow, data, and constraints. We work closely with your team to scope, prototype, and ship solutions that are yours — not a wrapped API.
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100%
Custom-built for you
Benchmark Results
Accuracy vs. Baseline
Quantafyre model
Baseline
Fine-tuning
Synthetic data
Benchmarking
Architecture R&D
+31%
Over baseline avg.
06
Applied AI Research
Translating cutting-edge research into working systems for your domain. Novel fine-tuning strategies, synthetic data pipelines, benchmark design, and architecture exploration — with a clear path to deployment.
Explore this capability →Industries We Worked In
Automotive
Construction
Defense
Oil & Gas
Logistics & Transportation
SaaS
Insurance
Finance
Telecommunication
Healthcare
How We Work
No black boxes. No disappearing acts. Just disciplined engineering.
Discover
We understand your problem, data landscape, and deployment constraints before writing a single line of code.
Research
Continuous applied research feeding back into every engagement — novel architectures, benchmarking, and domain-specific model development.
Build
Architecture design, development, and rigorous testing in conditions that mirror your production environment.
Deploy & Support
Production deployment, monitoring, and iterative improvement.