01Reality
What it actually does
Without AI
Records footage. That's it.
With EAlphabits
Watches, understands & alerts in real time.
Domain 01 · Camera AI by EAlphabits
Your cameras. Our intelligence.
EAlphabits turns the existing cameras you already own into intelligent sensors — with edge AI, real-time alerts and six ready-to-deploy products. No camera replacement, no cloud lock-in.
Proven Expertise
Engineered in production. Proven by the numbers.
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Vision AI Algorithms
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AI Use Cases Deployed
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Live Deployments
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Edge Uptime
NVIDIA
Inception Member
Before vs After
Same lens. Two very different days.
Same cameras, completely different operations. Here's what changes day-to-day once AI joins the network — the kind of difference your team feels from week one.
Without AI
With EAlphabits Camera AI
02Effort
Who's watching the screens
Without AI
A guard juggling 30+ feeds — human attention drops within minutes.
With EAlphabits
Software watches every camera, every frame. It never blinks.
03Response
When you learn about an incident
Without AI
Hours or days later — usually after the damage is done.
With EAlphabits
Within seconds — alert lands on your phone or dashboard.
04Range
What it can detect
Without AI
Motion, if anything. Real detection happens during review.
With EAlphabits
Theft, intrusion, fire, falls, PPE, restricted zones — 35+ patterns out of the box.
05Insight
Information you actually get
Without AI
Long video files you'll probably never watch.
With EAlphabits
Searchable events + footfall, dwell heatmaps, compliance reports.
062 AM
At 2 AM, when no one's watching
Without AI
You hear about it the next morning.
With EAlphabits
Real-time WhatsApp alert to your security team.
07Cost
People required to monitor
Without AI
Multiple guards across 3 shifts.
With EAlphabits
Zero — the AI is the monitor. Your guards focus on response.
Industries We Serve
One stack. Every industry.
Our edge AI runs the same in a warehouse, a hospital corridor, a stadium or a banking branch — only the use cases change. Here's where it's already live or actively being deployed.
Warehousing & Logistics
3PL · D2C · cold chain
- Loading-bay PPE & safety compliance
- Dock door utilisation & idle-truck alerts
- Pilferage at pick-pack stations
- Forklift & pedestrian collision zones
40%↓ safety incidents in 90 days
Retail & QSR
Brands · chains · franchisees
- Shoplifting & return-fraud detection
- Footfall, dwell & conversion heatmaps
- Queue-length & staff-deployment alerts
- Visual merchandising audits
3.2×ROI within first year
Manufacturing
Discrete · process · auto
- PPE, helmet & harness compliance
- Restricted-zone & lockout-tagout
- Line-stoppage & downtime detection
- Visual quality inspection (Tier 1+)
99.2%compliance audit pass rate
Hospitals & Healthcare
Multi-spec · ICU · pharma
- Patient fall detection in wards
- Restricted-area & ICU access control
- Hand-hygiene compliance monitoring
- Queue management at OPD & pharmacy
< 8saverage fall-alert response
Education & Campus
K-12 · higher-ed · corporate
- Face-based attendance at gates & halls
- Intrusion & after-hours alerts
- Bullying & physical-altercation detection
- Bus arrival/departure parent notifications
15k+students under live coverage
BFSI & Banking
Branches · ATMs · vaults
- ATM tampering & loitering detection
- Branch queue & teller-utilisation analytics
- Mask/helmet alerts at sensitive zones
- After-hours vault access monitoring
24/7autonomous branch monitoring
Hospitality & Hotels
Resorts · QSR · F&B
- Lobby occupancy & guest-experience analytics
- Kitchen hygiene & PPE compliance
- Pool, gym & spa safety monitoring
- VIP face recognition & check-in alerts
27%↑ guest-satisfaction scores
Smart Cities & Govt
Traffic · public safety · civic
- ANPR · red-light & helmet-violation detection
- Crowd-density & stampede early warnings
- Garbage, encroachment & civic compliance
- Parking utilisation & revenue assurance
120+intersections under live AI
Agriculture & Farms
Dairy · poultry · agri-tech
- Livestock counting & behaviour monitoring
- Perimeter intrusion at remote farms
- Cold-storage & processing line compliance
- Crop & pest detection from camera traps
10×faster livestock head-counts
Construction & Real Estate
Sites · towers · infra
- Helmet, harness & full-PPE compliance
- Material & tool theft detection
- Labour attendance & head-count by zone
- Crane, scaffolding & fall-from-height alerts
62%↓ near-miss incidents reported
Energy, Oil & Gas
Refineries · pipelines · grids
- Flame, smoke & gas-leak visual detection
- Substation & perimeter intrusion alerts
- Confined-space entry & lone-worker safety
- Hot-work & spark-zone compliance
< 5sflame/smoke alert latency
Pharma & Cleanrooms
Drug mfg · biotech · API
- Gowning & cleanroom-entry compliance
- Glove, mask & hairnet detection
- Cross-contamination & zone breach alerts
- GMP audit-trail video evidence
100%GMP / 21 CFR Part 11 ready
Ports, Yards & Maritime
Container · bulk · oil terminal
- Container ID (OCR) & movement tracking
- Truck queue, dwell & gate analytics
- Yard intrusion & perimeter security
- RTG / crane safety-zone monitoring
35%↑ gate turnaround speed
Mining & Heavy Industry
Open-cast · underground · steel
- Haul-truck & HEMM collision avoidance
- Fatigue & in-cab driver monitoring
- Slope, rock-fall & blast-zone alerts
- Smoke, fire & conveyor-belt anomaly
DGMScompliance-ready video logs
Defense & Border Security
Bases · perimeter · critical infra
- Perimeter intrusion & long-range detection
- Vehicle & person classification at fence-line
- Thermal + RGB fusion for night ops
- Air-gapped, on-prem & offline-capable
Air-gappedfully on-prem deployable
How Edge AI Flows
Camera feed → AI compute → action.
A three-stage architecture that runs in milliseconds, on infrastructure you already own. You choose where compute happens — fully on-device, fully in the cloud, or hybrid.
Camera Feeds
Connect any existing IP camera or our hardware. Multiple streams, multiple sites.
- RTSP / ONVIF
- IP cameras (any brand)
- 4K / multi-stream
Edge OR Cloud Compute
On-device inference on an edge device installed on-site — or burst to cloud when bandwidth allows.
- Edge devices (on-site)
- AWS / Azure cloud
- Hybrid orchestration
Alerts & Analytics
Delivered where your team works — WhatsApp, dashboards, BI, sirens, third-party systems.
- WhatsApp / Email / SMS
- Web dashboards
- BI & API integrations
Latency: < 80ms on-device · < 1.5s cloud burst
Bandwidth: Metadata-only saves ~98% vs raw video upload
Privacy: Video stays on your network unless you opt-in to cloud
Our Engineering Stack
End-to-end capability, from silicon to MLOps.
We don't wrap third-party SaaS. We engineer the full edge AI stack ourselves — chips, models, runtimes, data pipelines and production ops — so your deployment runs lean, private and yours.
Edge Platforms & Silicon
Chips · SoCs · accelerators
- NVIDIA Jetson — Nano · Xavier NX · Orin Nano / NX / AGX
- Hailo-8 · Hailo-15H · Hailo-10H
- Qualcomm RB5 · QCS6490 · QCS8550
- Ambarella CV2 · CV25 · CV5 · N1
- Google Coral Edge TPU · Intel Movidius
- Raspberry Pi 5 + USB / PCIe accelerators
- AMD Ryzen Embedded · TI Sitara AM6x
- Custom x86 mini-PC (i5 / i7 + discrete GPU)
- Edge gateways with cellular 4G / 5G fallback
Vision Models
Detection · tracking · pose · VLMs
- YOLO v8 / v9 / v10 / v11 — detection & instance seg
- RT-DETR · DETR — real-time transformer detection
- ViT · Swin · DeiT · ConvNeXt — classification
- SAM · SAM 2 · Mask2Former — segmentation
- ByteTrack · DeepSORT · OC-SORT — MOT tracking
- OpenPose · MediaPipe · ViTPose — pose & action
- OSNet · FastReID — person re-identification
- ArcFace · MagFace · AdaFace — face recognition
- CLIP · LLaVA · BLIP-2 — vision-language reasoning
- Custom-trained models on your data
Frameworks & Runtimes
Training · inference · pipelines
- PyTorch · TensorFlow · JAX — training
- ONNX · ONNX Runtime — cross-platform
- NVIDIA TensorRT — Jetson inference
- NVIDIA DeepStream & Triton — multi-stream
- Intel OpenVINO — Intel edge devices
- Apache TVM — auto-tuned inference
- GStreamer + custom plugins · FFmpeg pipelines
- CUDA · cuDNN · TensorRT-LLM
- Quantisation — INT8 / FP16 / mixed precision
Data & Annotation
Labels · curation · synthesis
- CVAT · Label Studio · Roboflow — annotation
- FiftyOne — dataset curation & evaluation
- Albumentations — augmentation pipelines
- Active-learning loops on hard negatives
- Synthetic data — NVIDIA Omniverse · Unreal
- Federated learning for privacy-sensitive data
- DVC + Git-LFS — dataset & model versioning
- Bias, drift & class-imbalance audits
- Audit-ready labelling SLAs in-house
MLOps & Lifecycle
CI/CD · monitoring · retraining
- MLflow · Weights & Biases — experiment tracking
- Kubeflow · Airflow — pipeline orchestration
- Docker · Kubernetes · K3s — edge deployment
- OTA model rollouts to fleets of devices
- A/B model evaluation in production
- Continuous retraining on new ground truth
- Drift & accuracy regression monitoring
- SOC 2 · ISO 27001 ready operating model
- 24/7 model SRE & on-call response
Integrations & Delivery
Cameras · alerts · BI · cloud
- RTSP · ONVIF · MQTT · WebRTC — streaming
- Milestone · Hikvision · Dahua · Genetec VMS
- WhatsApp Business · Slack · Teams · SMS · email
- Power BI · Tableau · Grafana · Metabase
- AWS Greengrass · Azure IoT Edge · GCP IoT
- REST · GraphQL · WebSocket · gRPC APIs
- Kafka · RabbitMQ — event & message streams
- PostgreSQL · MongoDB · TimescaleDB — storage
- SAML · OAuth · OIDC — enterprise SSO
Yes. We support any RTSP / ONVIF-compliant IP camera and most analog cameras via DVR/NVR bridges. No replacement required.
RTSP
ONVIF
DVR / NVR bridge
Any brand
Edge by default on NVIDIA Jetson or our Arjun 1.0 device installed on-site. Cloud is optional for aggregation, dashboards or retraining.
Your video stays on your network unless you opt in.
Edge-first
Hybrid orchestration
< 80ms latency
If your use case matches one of our six products — Campus AI, Workplace AI, Shoplifting AI, Safety AI, Arjun 1.0 or Saarthi 1.0 — start there for fastest time to value.
If your workflow is unique, go custom. We help you scope it on the discovery call.
Productized solutions: 1–3 weeks. Custom builds: 2–6 weeks from kick-off depending on cameras and integration scope.
Pilots can be live in under 10 days.
Pilot · 10 days
Productized · 1–3 wks
Custom · 2–6 wks
Edge processing means video never crosses your network boundary unless configured. Edge devices support encrypted firmware, secure boot, TLS-only communication and role-based access.
FIPS / FIDO-certified hardware available for security-critical deployments.
FIPS / FIDO
Secure boot
TLS 1.3
RBAC
Yes — most clients start with 1–3 use cases and add more quarterly.
Our 35+ algorithm library means most new requirements are configuration, not custom development.
Insights & Ideas
