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AI Systems · Custom Agents

Autonomous AI Agents That Get Real Work Done

An agent isn’t a chatbot. It’s an AI worker — given a goal, it plans, takes actions across your tools, and reports back. We build agents for sales triage, recruiting, research, and operations.

OVERVIEW

What is AI Agents?

An AI agent is a system that takes a high-level goal and figures out the steps to accomplish it autonomously, using tools (your CRM, your inbox, the web, your databases) along the way. The difference from a chatbot: a chatbot answers what you ask. An agent does what you assign. Examples we’ve built: a sales agent that researches inbound leads and drafts personalized outreach, a recruiting agent that screens resumes and schedules interviews, a research agent that compiles competitor pricing every Monday.

WHY IT MATTERS

Why it matters now

Agentic frameworks(Claude Agents, OpenAI Assistants, custom builds) became reliable enough for production work in 2024-2025. What was demo-only two years ago is now running real businesses.
One well-scoped agentcan replace 10-30 hours/week of human work. For a part-time research role or a junior SDR, that’s transformative ROI.
The lock-in is your data, not the model. Build the agent right and you can swap underlying LLMs as they improve — the agent gets smarter over time without rebuilding.

WHAT WE DELIVER

What we deliver

Goal definition & scoping

We help you frame the agent's mission narrowly enough that it succeeds — broad agents fail, focused ones thrive.

Tool integrations

The agent gets controlled access to the tools it needs: email, CRM, calendar, web search, your internal databases. Each tool has guardrails.

Approval gates

For sensitive actions (sending email, spending money, deleting records), the agent requests human approval. You stay in control of irreversible steps.

Behavior testing

Before launch, we run the agent against 50-100 historical scenarios from your business to verify it handles real cases the way you would.

Logging & audit trail

Every action the agent takes is logged with reasoning. You can replay any decision and tune behavior.

Continuous improvement

Monthly retainer covers retraining, new tool integrations, expanded goal scope as the agent earns trust.

HOW IT WORKS

How it works

  1. 1. Mission scoping (weeks 1-2)
    We define exactly what the agent will and won't do, what tools it gets, and what outcomes count as success.
  2. 2. Build & shadow mode (weeks 3-6)
    The agent runs alongside your team in shadow mode — making decisions but only logging them, not acting. You review the log and approve.
  3. 3. Live with approval gates (week 7+)
    Once you trust it, we relax approval gates step by step. Most agents reach full autonomy on routine tasks within 2-3 months.

FREQUENTLY ASKED

Frequently asked questions

Sales lead research and outreach, resume screening and interview scheduling, competitor monitoring, customer churn-risk flagging, weekly report compilation, document drafting from templates, inbox triage. Anything that’s repetitive, has a clear success metric, and uses tools the agent can access.

In 2023 the answer was “barely.” In 2026 the answer is “yes, for narrow tasks with clear scope.” Broad agents (do my job) still fail. Focused agents (research these 50 leads and draft outreach) work reliably. We only build the latter.

Approval gates on consequential actions, full audit log, and human-in-the-loop on edge cases. We design for the assumption that the agent will sometimes be wrong — and make sure those errors are caught before they cost you money.

A workflow follows a fixed recipe. An agent decides which steps to take based on the situation. Use a workflow when steps are predictable; use an agent when the path varies.

Most projects are $8,000-$30,000 build, plus $200-$1,500/month run cost depending on volume. We’ll quote based on your specific use case before any work starts.

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BEFORE WE TALK

Before we talk, find out where you stand.

Run your own free AEO Scorecard. We test 3 of your real customer queries against ChatGPT and Claude, score your visibility, and email you a personalized report — including the businesses getting cited instead of you.

NEXT STEP

Ready to talk?

30-minute discovery call. No pitch deck, no pressure. Tell us what you’re trying to do and we’ll tell you whether we can help.