Sort incoming requests
Classify an inquiry, collect relevant context and prepare it for the right person to review.
An AI agent can do more than reply to a message. It can read an incoming request, find the right information and carry out an agreed task across your software. We start with one useful workflow and define exactly what the agent is allowed to do.
Start with a recurring task your team can explain. We define the inputs, the allowed actions and what a successful result looks like before connecting the tools.
Classify an inquiry, collect relevant context and prepare it for the right person to review.
Draft a reply or summarize an approved document, with a person reviewing the output where needed.
Move approved information between business systems, with clear permissions, logs and a recovery path.
One defined workflow, the required integrations, permission boundaries, a test set and a review process. A pilot gives your team evidence about reliability and running costs before expanding the scope.
Projects are delivered remotely, with scope and review times agreed around your team.
Melos develops AI agents for defined business workflows across approved tools. The work includes task design, integrations, permission limits, evaluation and human review. A first project starts with one measurable task, such as preparing an inquiry for review, rather than unrestricted access to every system.
Integration depth, data preparation, the actions allowed and evaluation requirements drive development effort. Running costs depend on model calls, tool usage, task volume and monitoring. We estimate a bounded pilot separately from a broader rollout so the expansion decision can follow observed results.
Before development, agree the inputs, permitted actions, test cases and definition of completion. Test the agent with representative examples and review failed or uncertain runs. The pilot can remain in draft-only mode until the business is satisfied with the approval and recovery process.
These are Melos starting points for common scopes. We confirm the exact price after reviewing your pages, data, integrations and goals.
A bounded, testable workflow with approved tools, logging and human review where needed.
One useful agent workflow
A monitored production workflow
A connected agent system
Prices are in USD and are starting estimates, not a guaranteed quote. Third-party hosting, software, model/API usage, payment processing, directory fees and taxes are not included unless a proposal says so.
Get a scoped proposal ↗These are the areas we cover. We agree the deliverables, integrations and responsibilities for your project before work begins.
We map the current process, its exceptions and the result you need. Sometimes a simple automation is a better fit than an agent.
Approved connections to the systems involved, such as your CRM, help desk or document store, with only the access the workflow requires.
Review steps for sensitive changes, clear stopping conditions and a way for your team to take over.
Test cases for normal and failed runs, visible activity records and a recovery path when a connected service is unavailable.
See a related conversational AI project. This is a chatbot example, not an autonomous agent deployment.
A chatbot mainly helps through conversation. An agent can also use approved tools to complete tasks. Some projects combine both in the same interface.
Some low-risk tasks can run automatically after testing. We agree which actions need approval and how your team monitors the workflow.
Model usage, task volume, hosting and third-party integrations affect running costs. These are estimated separately from development and reviewed during a pilot.
A new website, a useful assistant or a process that needs fixing.
Tell us where you want to start.