Capabilities · Deep Dive

Four practices.
Sixteen specializations.

Each LevAI practice is a standalone capability — and every engagement is a composition of them. This is how we scope, build, and instrument the systems we ship.

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PRACTICE · 01

AI-Powered
Solutions

Retrieval-augmented systems that actually work in production. We instrument every call, ground every answer, and ship with observability baked in from day one.

01.01
Chat with documents

Hybrid retrieval across structured and unstructured corpora. Citations, confidence scoring, and enterprise-grade access controls.

01.02
Prompt engineering

Versioned, evaluated, and A/B tested. We treat prompts as code — with the same rigor.

01.03
Fine-tuning & distillation

LoRA, QLoRA, and full-parameter fine-tunes. Distill frontier quality into edge-deployable models.

01.04
Agentic workflows

Multi-step reasoning with tools, memory, and recovery. Built on LangGraph, deployed anywhere.

PRACTICE · 02

Computer
Vision

From retail loss prevention to biometric access. We build vision systems that run in real time — at the edge, on commodity hardware, with the accuracy production demands.

02.01
Theft & anomaly detection

Real-time event detection tuned to your store, your floor plan, your SKUs. Fewer false positives, faster response.

02.02
Face recognition

Access control, crowd analytics, biometric verification. Privacy-preserving architectures on request.

02.03
Object & pose tracking

Multi-camera tracking with re-identification. Built on YOLO, SAM, and custom trackers.

02.04
Edge deployment

TensorRT, ONNX, CoreML. From Jetson to phones — quantized, optimized, shipped.

PRACTICE · 03

Generative
AI

Synthetic media pipelines for creative tooling and brand-consistent content engines. We train the LoRAs, control the diffusion, and deliver production-ready outputs.

03.01
Image generation

SDXL, FLUX, and custom diffusion pipelines. ControlNet, IP-Adapter, and brand LoRAs.

03.02
Video generation

Text-to-video, image-to-video, and identity-consistent sequences.

03.03
Brand LoRAs

Train on your IP. Lock in your style, your subjects, your aesthetic.

03.04
Creative tooling

Bespoke apps that sit between your creatives and the models — with the right abstractions.

PRACTICE · 04

Automation
& Workflows

Agentic systems that don't fall over. We build on n8n and LangGraph, ship with observability, and hand over pipelines your team can actually own.

04.01
n8n pipelines

Self-hosted, version-controlled, tested. Integrations with 400+ systems out of the box.

04.02
LangGraph agents

Stateful, multi-turn, tool-using agents with typed edges and resumable execution.

04.03
Event-driven pipelines

Kafka, Redpanda, and cloud-native event streams. Replayable, auditable, scale-to-zero.

04.04
Observability

Every call traced. Every decision logged. Debugging isn't guesswork anymore.

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