AI agents and automation
Software that reads, decides and acts across your tools. It drafts the reply, updates the CRM, files the ticket, and asks a person before anything sensitive goes out.
What we build
- Tool-using agents that call your APIs, databases and apps through function calling and MCP.
- Workflow agents for multi-step jobs: intake, research, draft, approve, send, with retries and a log of every step.
- Multi-agent setups where a coordinator hands work to specialist agents for research, writing and checking.
- Agents inside your tools: Gmail or Outlook, Google Sheets, HubSpot, Zoho or a CRM we build.
- Approvals: the agent proposes, a person approves, edits or rejects, and the decision is recorded.
You get
- A map of the workflow: the decisions the agent makes and the ones it hands to people.
- The agent, its tools and its permissions, deployed on your cloud or ours.
- An activity log and an admin screen to review, approve and correct its work.
- A test set built from your real past cases, run before launch and after every change.
- Usage limits and cost tracking for each agent.
Use cases
- Lead follow-upResearch new leads, draft a first reply and log it in the CRM.
- Inbox triageSort, summarise and route email, with answers drafted for review.
- ReportingPull numbers from sheets and tools into a weekly summary.
- Back officeInvoice reminders, data entry between systems, order updates.
How it works
- We map the workflow with you and mark every step that needs a person’s approval.
- We connect your tools with scoped access: the agent can only do what it is meant to.
- We build and test against your real past cases until the results hold up.
- We launch with approvals on, and relax them only where the agent is consistently right.
Works with
- Gmail and Google Workspace
- Microsoft 365
- HubSpot
- Zoho
- Salesforce
- Slack
- Google Sheets
- Airtable
- n8n
- Make
- Zapier
- MCP
- OpenAI Agents SDK
- Claude Agent SDK
- LangGraph
- Cloudflare Agents
Agents that draft and act, with your approval on anything sensitive.
Get a quote for AI agents