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JustSoftLabJustSoftLab
JustSoftLabJustSoftLab
AI Assistant
Services/AI & GenAI

AI that ships to production.

LLMs, agentic systems, RAG pipelines, computer vision. We build AI that integrates with your business logic, passes security reviews, and runs at scale. Not prototypes. Not demos. Production.

94%

False-positive reduction in fraud detection

89%

Forecast accuracy (up from 61%)

4 hrs

Pipeline runtime (down from 3 days)

10 wks

From kickoff to production deploy

What we build

AI capabilities for every layer of the stack.

Sound familiar?

AI problems we solve every month.

Our AI PoC scored 95% in the lab. In production it breaks on real data.

We build for production from day one — data drift monitoring, edge cases in training data, graceful degradation when confidence is low.

We have 50,000 documents. Nobody can find anything.

We build RAG systems with hybrid search, metadata filtering, and citation tracking. Your team gets answers with sources in seconds.

Our chatbot hallucinates. Our legal team is nervous.

We implement guardrails, fact-checking layers, and retrieval grounding. When the model doesn't know, it says so.

We need AI but don't know where to start.

We run a 2-week AI readiness assessment. You get a prioritized roadmap of use cases with ROI estimates — not a 100-page deck.

How we deliver

From data to production AI.

01

AI Discovery

We assess your data, infrastructure, and use case. No AI for AI's sake — we validate feasibility before writing a single line.

02

Architecture & Data

System design, data pipeline setup, model selection. We choose the right approach — fine-tuned LLM, RAG, classical ML, or hybrid.

03

Build & Iterate

Sprint-based development with weekly demos. You see working software, not slide decks. We course-correct fast.

04

Ship & Monitor

Production deployment with MLOps from day one. Monitoring, alerting, retraining pipelines. The system improves after launch, not just before.

Our stack

Tools we actually use in production.

OpenAI GPT-4o
Claude / Anthropic
LangChain / LangGraph
LlamaIndex
Hugging Face
PyTorch
TensorFlow
ONNX Runtime
Pinecone
Weaviate
ChromaDB
PostgreSQL + pgvector
FastAPI
Ray Serve
MLflow
Weights & Biases
AWS SageMaker
Azure ML
GCP Vertex AI
Kubernetes

Ready to build AI

Let's build AI that actually works.

45 minutes with our AI architects. We'll assess your use case, validate feasibility, and tell you honestly what's worth building.