Marc AIMarc turns emails, files, meetings, and requests into work your team can review.

Forward a task, share a file, or let an approved routine start the work. Marc gathers the right context, brings in Lampi agents, and returns drafts, analyses, slides, or summaries for you to review.

Not just an email assistant. Marc manages the work behind the request.

Marc reads the request, understands what needs to be delivered, finds the relevant files and background, and brings in the right Lampi agents to prepare the work. You get back materials you can check, edit, and approve.

Two ways to work with Marc

Send Marc a task

Forward an email, send a thread, or attach files when you already know what needs to be done.

Marc understands the request, uses the relevant material, and prepares the output with the right Lampi agents.

Let Marc notice when work is needed

With your approval, Marc can watch for useful moments: a new CIM, revised legal documents, an upcoming IC, a stalled diligence thread, or fresh portfolio KPIs.

Marc can then suggest or prepare the next piece of work for review.

How it works

From connected context to review-ready outputs.

01

Connect the context

Connect approved sources such as email, calendar, files, CRM, VDR, cloud storage, and workspace apps so Marc can understand the professional context around the work.

02

Marc understands the work

Marc reads the thread, attachments, history, source material, and implied deliverable. It identifies what needs to be produced, which context matters, and where the gaps are.

03

Marc staffs the agents

Lampi coordinates specialized agents across research, extraction, benchmarking, modeling, writing, slide creation, document production, and review.

04

Outputs return for review

Files, drafts, reports, slides, models, and links come back where the team works — ready for human review, edits, approval, and decision-making.

Proactive does not mean unsupervised.

Marc works inside the permissions and guardrails you define. It can suggest work, prepare drafts, and execute approved routines, while sensitive actions, external communication, and irreversible changes stay gated for review.

The goal is not to remove human judgement. It is to remove avoidable delay. Marc proposes, prepares, and executes where permitted; professionals review, challenge, approve, and decide.

From prompting AI to delegating work.

The first wave of AI made professionals faster at drafting and answering questions. Marc is built for the next wave: AI agents that understand context, identify work, coordinate execution, and return auditable professional outputs.