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GroovyMark WebX
AI & Automation

Custom AI Agent Development

Purpose-built agents for your operations

Agents that plan, act, and check their own work — built around your tools and policies.

Timeline: 6 – 16 weeks
Deliverables: 4
Custom AI Agent Development
Overview

What we build, and why it works.

A real agent isn't a chatbot — it's a system that decomposes goals, calls tools, evaluates progress, and recovers from errors. We build agents that work inside your stack: research, sales operations, engineering co-pilots, ops triage, document workflows. Production-ready, observable, and safe.

What you get

  • Production agent
  • Tool integrations
  • Observability
  • Eval harness
Capabilities

Built around the features that actually matter.

Tool & API access

Custom toolkits for your CRM, data, codebase, and internal services.

Planning & memory

Goal decomposition, durable memory, and self-evaluation.

Guardrails

Allow-lists, rate limits, action approvals, and PII filters.

Human handover

Escalation when confidence drops or stakes are high.

Observability

Full trace of every step, decision, and tool call.

Continuous evals

Offline eval set + online quality monitoring.

Business benefits

What this looks like on your scorecard.

  • Step-change productivity on agent-friendly tasks
  • Faster operations with 24/7 coverage
  • Compliant by design with guardrails and audit
  • Compounding ROI as capabilities expand

Common use cases

Where we've shipped this, or something close to it.

  • Research / due-diligence agents
  • Sales-ops & RevOps agents
  • Engineering co-pilots on private codebases
  • Operations triage & runbook agents

Typical tech stack

LangGraph / MastraOpenAI / AnthropicPinecone / WeaviateTemporalNext.jsOpenTelemetry
How we ship

Our delivery process for custom ai agent development.

01
Step 1

Use-case design

Pick a task with clear input, output, and metric.

02
Step 2

Toolkit & data

Tools, data access, guardrails, eval set.

03
Step 3

Build & evaluate

Agent, traces, evals, human-in-the-loop.

04
Step 4

Deploy & expand

Production rollout, monitoring, capability growth.

Custom AI Agent Development

Let's scope your custom ai agent development.

Share a few details about your goals and constraints — we'll respond within one business day with sharper questions and a recommendation.