Enterprise AI / Agents

AI agents that automate
real enterprise work

Mativyx builds agentic AI platforms that combine LLM reasoning, retrieval, tool calling, workflow state, approvals, permissions, and observability so agents can safely operate inside business processes.

Agent Capabilities

From copilots to controlled autonomous workflows

🔍

Context Retrieval

Agents retrieve policies, documents, tickets, contracts, inventory, analytics, and historical decisions before acting.

🔧

Tool Calling

Secure connectors to ERP, CRM, ITSM, document stores, data warehouses, ticketing systems, and custom APIs.

🔄

Workflow State

State machines, queues, retry logic, process checkpoints, and durable execution for multi-step tasks.

👤

Human Approvals

Agents can draft, recommend, and prepare work while human reviewers approve sensitive or irreversible actions.

🛡

Guardrails

Role-aware permissions, safe action policies, red-team tests, output validation, and audit logging.

📊

Agent Observability

Track plans, prompts, model calls, retrieved context, tool actions, failures, user feedback, and business outcomes.

Use Cases

Agents for operations-heavy organizations

  • Tender and bid assistant agents for EPC teams
  • Contract compliance and renewal agents
  • ITSM triage, resolution, and knowledge agents
  • Plant operations, permit, and safety assistant agents
  • Finance reconciliation and document validation agents
  • Customer service agent assist and escalation workflows

Delivery pattern

  • Start with supervised copilots
  • Add retrieval and workflow integrations
  • Introduce approval gates and action policies
  • Measure quality, cycle time, and exception rates
  • Expand autonomy only when evaluation data supports it

Turn repetitive enterprise work into agent workflows.

We can map one workflow, build the first governed agent, and create the platform pattern for future agents.

Build an AI Agent