Kamal Soft
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Enterprise AI.

Built to ship.

We build AI systems for organisations with hard operational problems. We stay until they run in production.

Featured news

Kamal Soft deploys WoundCare AI across 12 healthcare facilities.
HEALTHCARE

WoundCare AI achieves 94.2% wound classification accuracy.

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INSURANCE

AI Quote Engine cuts quoting time by 95% across 15+ carriers.

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AUTOMOTIVE

Automotive Dealer Studio boosts search relevance by 62%.

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Do it all with Kamal Soft.
Multi-Agent AI Systems

Autonomous enterprise workflows.

Specialised agents that collaborate, delegate, and self-recover across complex enterprise workflows. No human babysitting required.

Discover Multi-Agent AI
SUPERVISOR & HIERARCHICAL AGENT ORCHESTRATION
LANGGRAPH / AUTOGEN / CREWAI IMPLEMENTATION
TOOL-USE AND REAL-TIME API INTEGRATION
HUMAN-IN-THE-LOOP APPROVAL WORKFLOWS
FULL OBSERVABILITY WITH LANGSMITH & LANGFUSE
RAG & Knowledge Pipelines

Your knowledge. Instantly queryable.

Connect LLMs to your proprietary documents, databases, and APIs. Get grounded, citation-backed answers with sub-2s latency across millions of records.

Discover RAG Pipelines
MULTI-FORMAT INGESTION: PDF, DOCX, HTML, DATABASES
HYBRID VECTOR + BM25 RETRIEVAL
SEMANTIC RE-RANKING (COHERE, CROSS-ENCODERS)
PINECONE, WEAVIATE, QDRANT, PGVECTOR
CITATION-GROUNDED ANSWER GENERATION
LLM Fine-Tuning & Deployment

Models trained on your data.

Turn proprietary knowledge into model intelligence. Fine-tune open-source models on your domain, quantise for efficiency, and serve them in your own infrastructure.

Discover LLM Fine-Tuning
SUPERVISED FINE-TUNING WITH LORA / QLORA
RLHF AND DPO PREFERENCE ALIGNMENT
QUANTISATION: GGUF, AWQ, GPTQ
VLLM / TGI HIGH-THROUGHPUT INFERENCE
PRIVATE, ON-PREMISE, OR VPC DEPLOYMENT
Computer Vision Systems

AI that sees what humans miss.

Custom visual AI for detection, classification, OCR, and real-time video. Trained on your data, deployed at your edge or cloud, running at 30+ FPS.

Discover Computer Vision
CUSTOM OBJECT DETECTION: YOLO, RT-DETR, DETECTRON2
MEDICAL IMAGING: DICOM AND CLINICAL AI
DOCUMENT INTELLIGENCE AND OCR
EDGE DEPLOYMENT: ONNX, TENSORRT, OPENVINO
ACTIVE LEARNING LOOPS FOR CONTINUOUS IMPROVEMENT
Enterprise Web & API Platforms

Software built for AI workloads.

Next.js frontends, FastAPI backends, WebSocket streaming layers. Designed from the ground up for asynchronous agent workloads.

Discover Web Platforms
NEXT.JS APP ROUTER WITH SERVER COMPONENTS
FASTAPI / NODE.JS WITH ASYNC TASK QUEUES
WEBSOCKET AND SSE FOR LLM STREAMING
JWT + OAUTH2 + RBAC ENTERPRISE AUTH
E2E TESTING WITH PLAYWRIGHT ACROSS ALL FLOWS
Cloud Architecture & AI Infrastructure

Infrastructure that scales with AI.

Kubernetes-based agent worker pools, vector database engineering, LLM cost dashboards, and full MLOps pipelines. Built for AI systems that run under real enterprise load.

Discover AI Infrastructure
AWS / GCP / AZURE WITH IaC (TERRAFORM)
KUBERNETES (EKS / GKE) WITH GPU NODE SCHEDULING
ASYNC AGENT WORKERS: CELERY + SQS/REDIS
LLM OBSERVABILITY: LANGFUSE, LANGSMITH
GDPR EU DATA RESIDENCY & HIPAA-COMPLIANT DESIGN

Not a vendor. A technical partner.

Work with engineers who've shipped AI.

Fast to production.

We identify your highest-value AI opportunity, scope it tightly, and get something running in your environment within weeks. Not quarters.

Experienced AI team.

AI engineers, ML practitioners, and product builders who have shipped production systems across healthcare, finance, logistics, and enterprise software.

Built for your domain.

Fine-tuned models, retrieval systems, and agent architectures built around your data and workflows. Not adapted from a generic template.

Enterprise-ready.

Deploy in your own VPC, on-premise, or on your cloud account. Your data stays within your walls. SOC2-aligned, HIPAA and GDPR capable.

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AI DEPLOYMENTS DESIGNED FOR PRIVACY.

Deploy in your environment, or consume as a service.

SELF-HOSTED

On-premise & VPC.

Deploy every component within your own infrastructure: on-premise servers, private cloud, or dedicated VPC. Data never leaves your environment.

KAMAL CLOUD

Kamal-managed cloud.

Get started with our cloud-hosted delivery. Infrastructure managed by our team, hosted on EU/US AWS. SOC2-aligned, NDA available.

CLOUD PROVIDERS

Your cloud provider.

Deployments on your existing AWS, GCP, or Azure accounts using your own credits. Full portability, no vendor lock-in.

BUILD ON YOUR TERMS.

AI systems your team owns, your infrastructure runs, your business depends on.

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