Agents that do real work

AI agents that take the repetitive work off your plate

Every business runs on repetitive work, data entry, follow-ups, triage, reports, scheduling. It costs real hours and real money, and nobody was hired to love it. We build AI agents that work through those tasks reliably, with a human in the loop approving anything consequential, so you get the time and cost savings without handing your business to a black box.

A robot, illustrative of AI agents and automation
Outcomes

What you actually get from this

Hours of repetitive work handled by agents every week, time your team gets back

Lower cost per task than doing it manually, with a clear before-and-after baseline

Your team focused on judgment, relationships, and revenue, not busywork

Trust built in: a human reviews and approves consequential actions before they happen

What we build

Capabilities

Repetitive task automation

Data entry, document processing, invoice handling, report generation, the recurring work that quietly eats hours gets done by an agent instead of a person.

Inbox & follow-up agents

Agents that triage email, draft replies in your voice, chase follow-ups, and keep leads warm, with you approving before anything is sent.

Multi-step workflow agents

Agents that carry a task across tools end to end, read the form, update the CRM, create the invoice, notify the team, without human glue in between.

Human-in-the-loop controls

Agents propose; people approve. Review queues and approval checkpoints for consequential actions, so the agent earns trust before it earns autonomy.

Connected to your tools

Agents plug into the systems you already run, CRM, email, calendars, spreadsheets, accounting, internal APIs, instead of forcing you onto new ones.

Monitoring & audit trails

Every action an agent takes is logged and reviewable. Dashboards show what ran, what it cost, and what it saved, so trust is earned with evidence.

What lands in your hands

Deliverables

  • Working agents deployed in your environment, on your accounts
  • A human-in-the-loop review and approval flow your team actually uses
  • An audit trail and dashboard showing every action, cost, and outcome
  • Documentation and a runbook so your team can operate and adjust the agents
  • A prioritized backlog of the next tasks worth automating
How we build it

Representative stack

We pick the right tool for the job, not a fixed menu. These are the technologies we most often reach for on this work.

Anthropic ClaudeOpenAILangGraphVercel AI SDKModel Context ProtocolPostgreSQLUpstash
Questions

Frequently asked

Which tasks are a good fit for an AI agent?
Work that is repetitive, rule-guided, and frequent: triaging and drafting email, moving data between systems, processing documents, generating reports, scheduling, and follow-ups. If your team does it every week and groans about it, it is probably a candidate, we help you rank tasks by hours saved versus effort to automate.
Will an agent act without our permission?
Not where it matters. We design human-in-the-loop checkpoints: the agent does the work and proposes the action, and a person approves anything consequential, sending, paying, deleting, committing. As the agent proves itself, you decide which actions it may take on its own.
How is this different from your AI Operational Systems service?
AI Operational Systems is the broad practice, RAG, copilots, pipelines, conversational AI. AI Agents Building is the focused version: we pick specific repetitive workflows and build agents to take them over end to end. Many clients start here because the payback is fast and easy to measure.
What happens when an agent makes a mistake?
Mistakes surface, they do not hide. Every action is logged, consequential steps require human approval, and we test agents against real historical cases before launch. When something goes wrong, the audit trail shows exactly what happened so it can be fixed once, not rediscovered monthly.
How do we know it is actually saving time and money?
We baseline the task before automating, how often it happens and how long it takes, then track completions, hours displaced, and running cost on a dashboard. You see the savings in numbers, not vibes.
Keep exploring

Other things we do

By industry

AI Agents for your industry

The fundamentals are the same; the details aren’t. See how AI Agents applies to the work you actually do.

Have an AI Agents project in mind?

Book a free consultation. We’ll tell you honestly how we’d approach it, scope, timeline, and whether we’re the right team.