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AI Systems & Workflows

AI Workflow Automation & Private Agent Systems

Turn complex manual operations into intelligent, autonomous, and private AI pipelines.

We design and deploy custom AI architectures that integrate directly with your operational databases, ERPs, and APIs. Whether you require self-hosted open-source models for total data privacy or high-throughput API integrations, our systems execute repetitive business logic with precision.

Core Technologies & Infrastructure

Python Ollama Qdrant LangChain FastAPI Laravel Redis Docker

Deliverables & Specializations

What We Engineer For You

Autonomous Agent Orchestration

Multi-step AI workflows that query internal databases, generate reports, and trigger operational actions.

Sovereign RAG & Document Intelligence

Private semantic search engines that index PDFs, contracts, and internal wikis with exact source citations.

On-Premise Model Fine-Tuning

Domain-specific fine-tuning of open-weights models (Llama, Mistral, DeepSeek) hosted entirely on your servers.

Automated Data Extraction & OCR

Transform invoices, medical records, and legal paperwork into structured JSON database records instantly.

Get An Instant Scope & Cost Estimate

Configure your specific parameters below to calculate architecture and delivery time.

Interactive Scope & Pricing

Project Cost & Architecture Estimator

Configure your technical scope, AI requirements, and data residency tier to receive an instant estimate and tailored project blueprint.

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Step 01

Project Architecture & Type

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Step 02

Data Sovereignty & AI Tier

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Step 03

Delivery Timeline & Velocity

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Step 04

Estimate Summary & Proposal

Project Architecture & Type

Select the primary system you want to build or scale

AI Workflow & Autonomous Agents

Private LLM orchestration, intelligent document ingestion, automated workflows, and RAG search pipelines.

Custom SaaS & Web Platform

Full-stack Laravel/Livewire/Next.js application with subscription billing, RBAC, and high-performance databases.

High-Performance API & Microservices

Distributed backend architectures, event-driven queues, caching, and ultra-low latency endpoints.

Cross-Platform Mobile Application

Production React Native app for iOS & Android with offline sync, push notifications, and biometric auth.

Cloud Migration & Modernization

Monolith refactoring, Kubernetes/Docker orchestration, CI/CD pipelines, and database optimization.

Frequently Asked Questions

Technical & Operational FAQs

Can we run AI models without sending our data to OpenAI or external clouds?

Yes. We specialize in deploying open-weights models (such as Llama 3, Mistral, and DeepSeek) directly on your private servers or sovereign cloud instances with zero external data transmission.

How does DentriceDev integrate AI into our existing software stack?

We build secure API microservices that connect seamlessly with your existing databases, Laravel backends, React applications, and enterprise ERPs via REST or GraphQL.

What is the typical development timeline for an AI workflow?

Proof-of-concepts are delivered in 2 to 3 weeks, while production-grade autonomous agent systems typically launch in 4 to 8 weeks.

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