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Service

Custom AI Agents That Run Real Workflows

AI that doesn't just answer questions. It gets things done.

A language model alone is a tool. An agent is a system that can reason, plan, and take actions across your real business workflows. We design and build custom autonomous agents, from simple document processors to multi-step orchestrators that integrate with your CRM, ERP, data warehouses, and internal APIs to automate workflows that previously required human judgment.

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What this covers

Workflow Automation

Map complex multi-step processes and build agents that execute them end-to-end with minimal human intervention.

Tool & API Integration

Agents that can read/write to your databases, call internal APIs, search documents, and take actions in third-party systems.

Human-in-the-Loop Design

Configurable approval gates ensure high-stakes decisions surface to the right human before execution.

Observability & Control

Full audit trails, step-by-step logging, and override mechanisms so your team stays in control.

How the engagement runs

  1. 01

    Workflow Mapping

    Document every step, decision point, and data dependency in the target process.

  2. 02

    Agent Architecture Design

    Design the reasoning loop, tool set, memory strategy, and escalation logic.

  3. 03

    Build & Integration

    Develop and integrate the agent with your existing systems, with thorough testing against real workloads.

  4. 04

    Production Deployment

    Deploy with monitoring, alerting, and a rollback plan, plus ongoing support during stabilization.

What you get

70–90% Reduction in manual task time
24/7 Autonomous operation
< 1% Error rate on structured tasks
Weeks Time to first production agent

Figures are drawn from Senteras engagements and are illustrative of typical results. Outcomes vary by data quality, infrastructure and scope.

Related work

Model Fine-Tuning & Integration

Models that speak your industry's language, trained on your data.

Hybrid & Cloud AI Solutions

Cloud AI power, routed intelligently through your security boundary.

AI Strategy & Roadmap

A clear path from where you are to where AI can take you.

Start with a conversation, not a proposal

Thirty minutes. We will tell you what we would change first, and whether you need us at all.

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The firm behind the firm