Capabilities
What we build
Multi-Agent Orchestration
Design and deploy systems where specialized agents collaborate on complex tasks using frameworks like LangGraph, CrewAI, and AutoGen with supervisor patterns, handoffs, and shared state management.
Tool Use & Function Calling
Equip agents with the ability to query databases, call APIs, execute code, and interact with SaaS platforms through structured function calling.
Planning & Reasoning Chains
Chain-of-thought, tree-of-thought, and ReAct patterns that let agents decompose goals into sub-tasks and self-correct on failures.
Persistent Memory Systems
Short-term and long-term memory with conversation buffers, vector stores, and knowledge graphs for context across sessions.
Agent Observability & Debugging
Structured trace logging via LangSmith or custom telemetry, capturing reasoning steps, tool calls, and latency breakdowns.
Human-in-the-Loop Controls
Implement approval gates, confidence thresholds, and escalation paths so agents can operate autonomously on routine tasks while surfacing high-stakes decisions to human reviewers before execution.
How we build it
Workflow Mapping
We document the exact tasks your agent needs to handle, map decision trees, identify required tool integrations, and define the autonomy boundaries: what the agent can do alone versus what needs human approval.
Agent Architecture Design
Our engineers select the right agent framework, design the state machine, define tool schemas, and build a sandboxed prototype that handles your core workflow end-to-end with full observability.
Hardening & Edge Cases
We stress-test the agent against adversarial inputs, tool failures, ambiguous instructions, and context overflow, building fallback paths, retry strategies, and graceful degradation into every decision node.
Deployment & Monitoring
Agents ship with real-time dashboards tracking task completion rates, error patterns, and cost per execution. We set up alerting for anomalies and a feedback loop that continuously improves agent behavior.
Automate Complex Workflows
with AI Agents
Tell us about the process you want to automate and we'll design an agent architecture that handles it reliably.
Schedule a CallReal words from the colleagues and collaborators We've partnered with.
Reviews
Founder & CEO, Sokrateque.ai
Tjaco Walvis
“Xpiderz has been instrumental in bringing Sokrateque.ai to life. Their team built advanced multi-agent systems, integrated Power BI with LLMs, and delivered a seamless data exploration pipeline that exceeded our expectations. Their deep understanding of AI, automation, and scalable architectures helped us unlock real value from our product. We're incredibly satisfied with their work and highly recommend them.”