Trusted by 50+ Enterprises Worldwide

We Turn Your Data
Into Your
Biggest Advantage

AI2SEE builds and deploys production-grade AI systems — computer vision, agentic AI, and predictive models — that deliver measurable ROI from day one.

Deployed in production at
Healthcare Manufacturing Retail Finance
Analytics Detection person 0.96 plate 0.99 Pipeline 1 2 3 Ingest Model Deploy Pose keypoints 12 REPS Agent graph in out AI2SEE

Engineered with Industry Standards

PyTorch
TensorFlow
OpenCV
NVIDIA
Numpy
Docker
Hugging Face
Pandas
Fast API
PyTorch
TensorFlow
OpenCV
NVIDIA
Numpy
Docker
Hugging Face
Pandas
Fast API

Numbers That Speak for Themselves

A decade of applied AI experience across five countries, 50+ production deployments, and a small senior team that ships end-to-end.

10+
Years of applied experience in data science, AI consulting, and production deployment.
50+
Production deployments shipped for clients across USA, UK, India, Australia, and Singapore.
100%
Senior engineers with backgrounds at Zoox, Microsoft, Oracle, Georgia Tech, and IIT — no junior handoffs on your project.

A Small, Senior Crew That Ships

No big-agency overhead. No juniors learning on your budget. Every AI2SEE project is led and built by senior engineers with production experience at companies where "it works on my machine" isn't an option.

Autonomy
Zoox
Self-driving perception
Big Tech
Microsoft
Engineering & platforms
Enterprise
Oracle
Distributed systems (US)
Research
Georgia Tech
MS, Computer Science
Research
IIT
Machine learning
What this actually means for you: you get a tight crew of senior engineers — not a pyramid where a partner sells the work and interns build it. The person scoping your project is the same person writing the code that ships to production.

What Problem Are You Solving?

We specialize in six core AI disciplines. Tell us your challenge — we'll map the fastest path to measurable results.

Computer Vision

Object detection, pose estimation, tracking, and video analytics — the core of our gym rep counter, ANPR, and loitering-detection work.

Detection Pose Estimation Video Analytics

Document AI & OCR

Layout-aware parsing of messy real-world documents — handwritten invoices, auction catalogues, forms — into clean, structured data your systems can use.

OCR Layout Parsing Handwriting

Edge & On-Device ML

Models that run on Jetson, mobile, and embedded hardware — sub-50 ms latency, no cloud round-trip, privacy by design.

Jetson TensorRT Mobile CV

Agentic AI & LLMs

LLM-backed agents and tool-use systems for workflows that need reasoning, not just classification — with the guardrails to run them in production.

Agents RAG Tool Use

Predictive Analytics

Forecasting, classification, and anomaly detection on your structured data — with models you can actually understand and retrain.

Forecasting Classification Anomaly Detection

MLOps & Production Systems

The unglamorous part: model serving, monitoring, retraining, and keeping systems running long after the PoC demo ends.

Model Serving Monitoring CI/CD
Our Process

From First Call to Production in Weeks

A proven 4-step engagement model designed to move fast without cutting corners.

Start the Conversation
STEP 1

Scoping Call

A free 30-minute call to understand your problem, data, and constraints — and to tell you honestly whether AI is the right fit.

STEP 2

Proof of Concept

2–3 weeks to build a working model on your actual data — not a demo, a real baseline you can evaluate.

STEP 3

Production Build

We harden the model, integrate with your stack, and ship it to your infrastructure — cloud, on-prem, or edge.

STEP 4

Ongoing Ownership

Monitoring, retraining, and iteration. The same engineers who built the system stay with it — no handoff to a support team.

Case Studies

Measurable Impact,
Every Time

See All Projects →
Fitness & Wellness

Gym Exercise Recognition & Rep Counter

A real-time computer vision app that recognizes exercises from a phone camera and counts reps automatically — no wearables, no manual input. Runs fully on-device for privacy.

  • Detects 12+ exercises: squats, push-ups, curls, lunges, planks
  • Real-time pose tracking at 30 FPS on mid-range smartphones
  • Live form-correction feedback and workout summaries
98%
Rep-count accuracy
30 FPS
On-device inference
Read the Article →
Smart City & Security

ANPR — Automatic Number Plate Recognition

Edge-deployed ANPR system for tolling, access control, and traffic enforcement. Handles multi-lane traffic, low light, adverse weather, and mixed plate formats across regions.

  • Multi-lane capture with sub-50 ms end-to-end latency
  • Robust across rain, night, motion blur, and angled plates
  • On-device inference on NVIDIA Jetson edge hardware
99.4%
Plate-read accuracy
45 ms
End-to-end latency
Read the Article →
Security & Surveillance

Loitering Detection System

A behavior-analytics layer that sits on top of existing CCTV feeds and flags individuals lingering in restricted zones — without false alarms for normal foot traffic.

  • Multi-object tracking with re-identification across cameras
  • Configurable zones, dwell thresholds, and time-of-day rules
  • Real-time alerts to existing VMS and mobile apps
92%
Detection precision
<2s
Alert latency
Read the Article →
📹
Finance & Document AI

Handwritten Invoice Digitization

An OCR + layout-understanding pipeline that converts messy handwritten invoices into structured digital records — ready for ERP import and automated reconciliation.

  • Handles mixed handwriting, stamps, and variable layouts
  • Extracts line items, totals, dates, and vendor details
  • Human-in-the-loop review for low-confidence fields
96%
Field-level accuracy
10×
Faster processing
Read the Article →
📄
Thoroughbred & Bloodstock

Horse Pedigree Extraction Platform

A document-AI pipeline that ingests auction catalogues and turns them into structured pedigree data — enabling fast lot lookup, lineage analysis, and buyer intelligence.

  • Layout-aware parsing of multi-page auction catalogues
  • Pedigree graph extraction with dam and sire resolution
  • Search, filter, and export across thousands of lots
12k+
Lots processed
99%
Page-extraction accuracy
Read the Article →
🐎
Why AI2SEE

The Difference That Scales

We don't just build models. We build AI systems that operate reliably in the real world — under production load, with your data, inside your infrastructure.

Fast Deployment

From PoC to production in 6–12 weeks. Our MLOps framework accelerates every handoff.

Enterprise-Grade Security

SOC2-compliant pipelines, on-premise deployment options, and full data governance.

Custom AI Solutions

No off-the-shelf APIs. Every model is trained, validated, and tuned to your unique data.

Proven at Scale

50+ deployments across 5 countries and 6 verticals. We know the failure modes — and how to avoid them.

How We Work
What you actually get
  • 6–12 week production timelines
    PoC to deployed system, not a stack of PowerPoint decks.
  • 🛠️
    End-to-end ownership
    The same engineers scope, build, deploy, and maintain the system.
  • 🔒
    On-prem & edge deployment
    Your data stays inside your infrastructure — no forced cloud round-trips.
  • 💬
    Direct access to the builders
    Slack the engineer writing the code — not an account manager filing a ticket.

From the AI2SEE Blog

Practical thinking on AI strategy, deployment, and what's actually working in production.

Read the Blog →

Join a Small, Senior Crew

We hire slowly, only when the fit is right. If you ship real AI systems and want to work alongside senior engineers who do the same, we'd love to talk.

See How We Hire →

Let's Build Something Remarkable

Tell us about your project. We'll respond within 24 hours with a tailored approach.

FREE AI READINESS AUDIT
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