Custom AI Agent Development for Enterprises

  • Are your operational tools siloed? Autonomous AI agents reason over enterprise workflows, access real-time data, and execute concrete actions across ERPs, CRMs, and databases.
  • Moving beyond rigid rule-based bots: we engineer architectures with Tool Calling, RAG memory, and Multi-Agent Orchestration (LangGraph, n8n, CrewAI) for complex workflows.
  • Integrated with your tech stack: secure connection with Salesforce, HubSpot, SAP, and custom enterprise APIs.
  • Voice AI and 24/7 phone support: native integration with Loxia AI platform for sub-300ms voice automation and lead qualification.
  • 100% Code and Infrastructure Ownership: no perpetual SaaS subscription lock-in, fully compliant with GDPR and EU AI Act.

Custom AI Agent Development for Enterprises

Custom autonomous architectures and multi-agent systems: transforming your enterprise infrastructure with intelligent agents capable of reasoning, querying data, and taking real-world action.
Custom AI Agent Development for Enterprises
Autonomous Planning and Tool Calling
Autonomous planning and task execution. The AI agent parses requests, queries databases, and triggers required API endpoints. - Sequential planning and execution - Direct API Function Calling - Autonomous error recovery (Self-Reflection)
Multi-Agent Systems and Orchestration
Coordinating hyper-specialized agents (Data Retriever, Processor, Validator) managed by a central orchestrator. - Zero context window overflow - Cross-validation and quality audits - Adaptive and iterative workflows
CRM, ERP and Database Integration
Secure API integration with Salesforce, HubSpot, SAP, SQL databases via REST and GraphQL. - Real-time data read and write - Elimination of manual data entry - Full action audit logs and traceability
Voice AI Agent and Loxia AI Integration
Automating inbound and outbound phone support in natural language with under 300ms latency. - Native Loxia AI platform integration - 24/7 automated call and booking handling - Instant conversation transcript CRM sync
Security, GDPR and EU AI Act
Architectures engineered with high security standards and strict compliance with European regulations. - Tenant isolation and data encryption - Human-in-the-loop controls at key steps - Full compliance with EU AI Act directives
Infrastructure Code Ownership
Custom engineering that guarantees full ownership of your corporate code and software architecture. - No recurring lifetime SaaS fees - Technological independence and customization - Maximized ROI over time

From Passive Chatbots to Agentic AI

Moving past basic chat wrappers to deterministic autonomous execution.
Why Legacy Chatbots Fail
Legacy rule-based decision trees and simple chat wrappers collapse on unstructured data and multi-system workflows. - Eliminates passive chat wrappers - Prevents context decay and hallucination - Connects LLM reasoning directly to backend execution
ReAct Reasoning and Function Calling
Implementing ReAct (Reason + Act) and Tree of Thoughts execution loops for non-linear problem solving. - Continuous Thought-Action-Observation loops - Deterministic OpenAPI / Swagger JSON binding - Vector RAG memory via Qdrant and pgvector

Multi-Agent Systems and Orchestration

Coordinating specialized software modules under a central orchestrator.
Role Isolation and Zero Context Decay
Forcing a single LLM to handle departmental tasks causes prompt bloat. Multi-Agent Systems isolate roles into specialized software modules. - Role-playing agents (Data Retriever, Auditor, Executor) - Independent quality control and validation loops - High-throughput parallel execution
LangGraph and n8n Middleware
Stateful graph execution and visual middleware connecting agentic reasoning with enterprise API bridges. - LangGraph cyclic state machines - CrewAI autonomous multi-agent collaboration - n8n visual middleware and webhook routing

High-Impact Enterprise Use Cases

Proven enterprise operational benchmarks and automation workflows.
Back-Office Data Reconciliation
Multi-agent pipelines automatically ingest PDF invoices, extract tabular data, and reconcile payments against ERP databases. - 85% processing speedup per document - 99.2% reduction in manual data entry errors - Automated discrepancy flagging and audit trail
B2B Sales Prospecting and Qualification
Autonomous agents analyze inbound form submissions, enrich company profiles, and book qualified meetings in sales calendars. - Instant response time (< 10 seconds) - 3.5x increase in qualified meeting bookings - Direct CRM enrichment (Salesforce, HubSpot)

Support Resolution and Roadmap

Enterprise technical support and 4-phase delivery framework.
Tier 1 and Tier 2 Support Automation
RAG-grounded support agents parse incoming tickets, query engineering docs, and execute diagnostic troubleshooting steps. - 70% First Contact Resolution (FCR) rate - 24/7 autonomous support coverage - Automated RMA and user provisioning
Four-Phase Engineering Delivery Framework
Structured 4-phase engineering delivery framework designed to minimize technical risk and accelerate ROI. - Phase 1: Discovery and AI Audit (Weeks 1-2) - Phase 2: Architecture Design and PoC (Weeks 3-5) - Phase 3: MVP Engineering and Integration (Weeks 6-11) - Phase 4: Testing and Production Launch (Weeks 12-14)

Voice AI and Loxia AI Integration

Sub-300ms speech automation and omnichannel customer support.
Voice AI and Loxia AI Platform Integration
Integrating Voice AI Agents with sub-300ms latency for 24/7 phone customer support and automatic CRM transcript synchronization. - Native Loxia AI platform integration - Sub-300ms natural conversational speech - Automated appointment booking and CRM sync

Security and Regulatory Compliance

Strict adherence to European data privacy and AI regulations.
GDPR, EU AI Act and Security Compliance
Enterprise AI architectures engineered for maximum data protection, tenant isolation, and regulatory compliance. - Zero-Data Retention contracts and RBAC controls - Human-in-the-loop safeguards at key steps - Full compliance with EU AI Act directives