Perception AI

Deep Learning Solutions

AI That Sees, Hears, and Understands the Physical World

Some problems require AI that can interpret images, video, audio, or complex documents—things that traditional software can't process. Deep Learning gives computers human-like perception: reading handwritten forms, inspecting products for defects, transcribing conversations, analyzing medical scans.

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What This Means For Your Business

Computer Vision

AI that 'sees' and understands images and video—identifying objects, reading text, detecting anomalies, counting items. Automates tasks that currently require human eyes.

Document Intelligence

Extracts data from messy, unstructured documents—handwritten forms, invoices, contracts, IDs. Understands layout and context, not just OCR character recognition.

Audio & Speech Processing

Transcribes conversations with high accuracy, identifies speakers, detects emotion and intent. Powers voice assistants, call analytics, and meeting summarization.

Custom Model Training

Models trained on YOUR specific content—your product defects, your document formats, your industry terminology. Not generic models that miss domain-specific nuances.

Edge Deployment

Run AI on local devices—cameras, phones, factory equipment—without sending data to the cloud. Faster, more private, works offline.

Continuous Improvement

Models get smarter over time as they see more examples. Rare cases and edge scenarios are captured and used to improve accuracy continuously.

Real-World Examples

See how this technology solves actual business problems

01

Automated Invoice Processing

Finance & Accounting
Before

AP team manually keys data from 5,000+ invoices monthly. Each invoice takes 3-5 minutes. Errors cause payment delays and vendor disputes. Processing backlogs create month-end chaos.

With Our Solution

Deep learning reads invoices regardless of format—PDFs, scans, photos. Extracts vendor, amounts, line items, PO numbers with 98% accuracy. Flags exceptions for human review, auto-routes the rest to ERP.

Result

Processing time reduced from 5 minutes to 30 seconds per invoice. 85% straight-through processing. Staff redirected from data entry to exception handling and vendor relationships.

02

Manufacturing Quality Inspection

Industrial Manufacturing
Before

Human inspectors check products visually, catching 80-85% of defects. Fatigue causes missed defects, especially for subtle issues. Quality escapes cost $50K+ per incident in recalls and rework.

With Our Solution

High-speed cameras capture every product, deep learning models detect defects invisible to the human eye—scratches, dimensional variations, assembly errors. Works 24/7 at full line speed.

Result

Defect detection improved to 99.5%. Quality escapes reduced by 90%. Inspectors reassigned to root cause analysis instead of repetitive visual checking.

03

Call Center Analytics & Insights

Customer Service
Before

Quality review covers 2% of calls through random sampling. Customer sentiment unknown until CSAT surveys (which have 5% response rates). Coaching is based on anecdotes, not data.

With Our Solution

Every call is transcribed and analyzed—extracting topics, detecting sentiment, identifying escalation triggers, measuring script adherence. Dashboards surface trends; problematic calls are flagged automatically.

Result

100% call coverage for quality insights. Problem trends identified 3x faster. Agent coaching based on actual call data. CSAT improved 15 points from targeted interventions.

How We Build It

Our proven process for delivering production-ready solutions

1

Data Collection & Labeling

We help you collect and annotate training data—images, documents, audio—with the quality and diversity needed to train accurate models for your specific use case.

2

Model Development

We select or design neural network architectures suited to your problem, train on your data, and iterate until accuracy meets your requirements—often exceeding human performance.

3

Optimization & Deployment

We optimize models for your target platform—cloud, edge, or mobile—and deploy with monitoring to ensure ongoing performance and enable continuous improvement.

Technologies We Use

Enterprise-grade tools and frameworks powering your solution

Computer Vision & Document AI

Technologies for understanding images, video, and document content

PyTorch / TensorFlow — Industry-leading frameworks for training custom neural networks
YOLO / Detectron — State-of-the-art object detection for real-time visual inspection
OpenCV — Image processing and manipulation for preprocessing and post-processing

Edge AI & Optimization

Deploying AI on local devices for speed and privacy

TensorRT — NVIDIA toolkit that optimizes models for 10x faster inference on GPUs
ONNX Runtime — Cross-platform model deployment—cloud, desktop, mobile, embedded
Core ML / TensorFlow Lite — Run AI models directly on iOS and Android devices

Ready to Build?

Let's discuss how we can apply this technology to solve your specific business challenges.

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