# Autonomous Agents & Orchestrated Intelligence

We build agents that don’t hallucinate.

## AI /  Agentic AI

From research agents and support bots to multi-step planners that chain together tools, agents are how modern AI gets things done. These aren’t just chatbots — they’re orchestrators of action, capable of real-world results. At CONFLICT, we build autonomous systems that go beyond conversation — they browse, fetch, analyze, summarize, and take action. We engineer agents that are fast, reliable, and purpose-built for your stack.

Let your software think, decide, and act — all on its own.

## What We Build

- **Tool-Using Agents**  
  LLMs that can interact with APIs, codebases, filesystems, and external services.

- **Multi-Step Reasoning Systems**  
  Chain-of-thought logic that breaks down tasks and executes them across tools.

- **Task Planning & Memory**  
  Agents that recall past actions, learn from outcomes, and plan intelligently.

- **Retriever-Connected Agents**  
  Combine with RAG and search pipelines for grounded, up-to-date performance.

- **Web-Browsing & Navigation**  
  Browse the web, scrape content, or simulate user interactions via headless browsers.

- **Observability & Cost Controls**  
  GPU usage tracking, autoscaling rules, monitoring, alerting, and logging.

- **Security & Constraints**  
  Agent execution sandboxes, rate limits, safety checks, and activity logging.

- **Multi-Agent Collaboration**  
  Engineer swarms, co-pilots, or hierarchical agent systems with defined roles and protocols.

- **Auto-Pilot Interfaces**  
  Let agents use your internal tools or admin dashboards on behalf of users.

## Frameworks & Tools We Use

- LangChain, CrewAI, AutoGPT, AgentOps, LangGraph
- OpenAI functions, Anthropic tools, Groq, Ollama, Mistral
- LlamaIndex, Haystack, Milvus, Qdrant, Pinecone
- Puppeteer, Playwright, Selenium for web interactions
- Custom agent architectures via Python, Node.js, Go

## Use Cases We Support

- Customer service agents that resolve tickets automatically
- Internal copilots that operate admin tools and generate reports
- Research or data-fetching agents that synthesize the web
- Content moderation or filtering bots with human-aligned policies
- Software automation agents for task management or compliance checks

## Why Conflict?

- We build agents that don’t hallucinate — they get stuff done.
- We engineer with control, observability, and fallback strategies in mind.
- We design for your domain: tools, users, APIs, and constraints — all integrated.

## Contact us

Let’s Build a Smarter Operator.

If your product needs a co-pilot, a crawler, or a digital intern — let’s give it brains and autonomy.