Vincere.dev Vincere

Deploy AI Into Real Business Workflows

From strategy to production AI workflows, our forward deployed AI engineers help you turn models, agents, and automation into systems your team can rely on every day.

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What We Deploy

AI systems tailored to your product, data, tools, and operating workflows.

Production AI Assistants

Deploy AI assistants that understand context, connect to your tools, and support real customer or internal workflows every day.

AI Deployment for RAG

Move retrieval-augmented generation from prototype to production with reliable search, governed data access, and measurable answers.

Production AI Workflows

Redesign document processing, data extraction, content generation, and business processes around AI systems that can reason and act.

Forward Deployed AI Engineers

Embed practical AI engineering into your team to identify high-value use cases, build priority workflows, and ship durable systems.

AI Systems We Design and Deploy

Outcome-focused AI deployment, forward deployed engineering, architecture, and product thinking for teams moving beyond experiments.

AI Deployment Strategy

We identify where AI deployment creates operational advantage, then select the workflows most likely to produce measurable business results.

Forward Deployed AI Engineering

Our forward deployed AI engineers work close to your leaders, operators, and frontline teams to turn prototypes into production systems.

Production Workflow Architecture

We connect models to your data, tools, controls, and business processes so AI workflows are reliable in day-to-day operations.

Durable Operating Change

We help teams adopt AI safely and effectively with governance, documentation, monitoring, and repeatable deployment patterns.

How It Works

A streamlined process from deployment diagnostic to production rollout.

AI Deployment Diagnostic

We map your current stack, data, tools, and workflows to find where AI can create the most operational value.

Priority Workflow Selection

We choose a focused set of production AI workflows with your leadership and operating teams before building.

Forward Deployed Build

We design, build, and integrate AI systems inside your existing product, data, and business processes.

Production Testing & Governance

We test reliability, prompts, permissions, outputs, and human-in-the-loop controls before production rollout.

Deployment, Monitoring & Transfer

We deploy to production with monitoring, documentation, and knowledge transfer so your team can operate confidently.

AI Tools, Agents & Workflow Setup

We help you set up and customize the tools that power modern AI workflows.

OpenClaw

OpenClaw is an open-source personal AI assistant that runs on your own infrastructure. It connects to WhatsApp, Slack, Telegram, and more — giving your team a private, persistent AI agent that can browse the web, manage files, and automate tasks.

We can help you:
  • Deploy and configure OpenClaw on your infrastructure
  • Build custom skills and plugins for your workflows
  • Integrate with your existing tools and messaging apps
  • Set up privacy-first AI that keeps data on your servers

n8n

n8n is a powerful workflow automation platform that connects your apps and services. We build custom n8n workflows that automate repetitive tasks, process data, and integrate AI into your existing business processes.

We can help you:
  • Design and build custom automation workflows
  • Connect AI models to your business tools
  • Automate data processing, email, and document workflows
  • Self-host or deploy n8n on your preferred infrastructure

LangGraph

LangGraph helps build custom AI agents that can reason through multi-step workflows, call tools, retrieve data, and coordinate actions across your product or internal systems.

We can help you:
  • Design agent workflows for your business use case
  • Connect agents to APIs, databases, and internal tools
  • Add memory, retrieval, and human-in-the-loop controls
  • Deploy and monitor agents in production environments

Technologies We Use

Industry-leading AI tools and frameworks.

AI Deployment Production AI Workflows Forward Deployed AI Engineering Claude (Anthropic) OpenAI (GPT-4) OpenClaw n8n LangChain AI Governance RAG Pipelines Workflow Redesign

Pricing

Transparent pricing for AI deployment projects and production workflow builds.

Standard Setups

$1,500 - $3,000
  • AI deployment diagnostic
  • Production chatbot or assistant setup
  • Basic RAG workflow deployment
  • AI tool configuration

Custom Projects

$3,000 - $10,000
  • Forward deployed AI engineering
  • Complex production AI workflows
  • Custom AI agent development
  • Full-stack AI deployment programs

Frequently Asked Questions

What kind of AI features can you add?

We can add AI chatbots, AI-powered search (RAG), content generation, document processing, workflow automation, recommendation engines, and more. If it involves AI/LLM integration, we can build it.

What AI models do you work with?

We work with Claude (Anthropic), OpenAI (GPT-4), open-source models, and can integrate with any LLM provider. We'll recommend the best model for your use case and budget.

Can you integrate AI into my existing app?

Yes, that's our specialty. We integrate directly into your existing codebase and tech stack. No need to rebuild anything — we add AI capabilities on top of what you already have.

What are one-off setup services?

These are fixed-scope, flat-rate projects to set up specific AI tools or infrastructure. For example, setting up a RAG pipeline, configuring an AI agent, or deploying an AI-powered internal tool. Pricing starts at $1,500 depending on complexity.

Do you provide ongoing AI support?

For ongoing AI feature development and maintenance, you can transition to our dedicated team plan. For one-off integrations, we include documentation and knowledge transfer so your team can maintain it.

Ready to add AI to your product?

Book a 15-minute intro call and let's discuss the production AI workflows your team should deploy first.