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Innovation

One shared AI core,
adapting across industries.

Innovation at LehmanSoft is powered by a single, shared AI core. The same underlying technology adapts across industries — learning from real-world data and improving continuously.

LehmanSoft AI Core — Platform Overview

A unified platform of specialized engines beneath every product.

Our AI Core is a unified platform of specialized engines that sit beneath every product we build. Rather than one-off models, we develop reusable, production-grade engines that can be retrained and redeployed across domains.

LehmanSoft AI Core
Unified, reusable platform
Prediction Engine
Vision Engine
Matching & Personalization
Energy Orchestration
Edge computing Real-time inference Cloud deployment Data flywheel
Core Engines

Four production-grade engines.

01

Prediction Engine

Forecasts demand, behavior, and system performance using time-series modeling and probabilistic forecasting. Powers everything from staffing and inventory to energy load prediction.

Time-series Probabilistic forecasting
02

Vision Engine

Analyzes images and video for monitoring, quality control, and behavior recognition. Built on modern computer-vision architectures with on-device and cloud inference.

Computer vision On-device inference Cloud inference
03

Matching & Personalization

Connects people, pets, products, and content through recommendation and graph-based matching algorithms, delivering personalized experiences at scale.

Recommendation Graph algorithms
04

Energy Orchestration

Optimizes generation, storage, charging, and load distribution in real time, using optimization and reinforcement-learning techniques tuned for grid conditions.

Optimization Reinforcement learning
Deep Algorithms & Technology Stack

Under the hood.

How We Build — R&D Methodology

Research that operates every day.

01

Real-data iteration

We prototype fast, then refine against live operational data — not assumptions.

02

Cross-disciplinary research

Hardware, software, and data science developed together, not in silos.

03

Research partnerships

Collaboration with leading universities and research institutions.

See these engines at work

From core to deployment.