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.