AIDC Research Lab

The automated lab that runs 24×7

People ask the questions and judge the evidence. AI agents read the literature, run the experiments, write the paper and review it, day and night, within a budget approved for every experiment.

Open the lab →Read the research guide

Research, around the clock

People work their hours. The agents keep the experiments running through the night and the weekend, and the lab stops each machine when its budget or its time is spent.

PeopleAsk, decide, review

AI agentsRead, run, write, review

How the lab works

Everyone is a researcher

Sales, deployment, training and engineering all turn their work into research: a question no one can answer yet, a falsifiable hypothesis, and evidence from real data and real use.

Agents run the loop

AI agents read the literature, design and run experiments, analyse the results, draft the manuscript and run a simulated review, around the clock, so the people can spend their time on the questions.

Budgeted and isolated

Each experiment runs on an approved budget that covers cloud machines and model usage, apart from production. The lab starts the machines, stops them when the budget is spent and reports what was spent and saved.

Consensus before knowledge

Submissions carry what a top venue asks for: a TL;DR, an abstract, research questions, hypotheses, the manuscript and every experiment record. AI and human reviewers respond, and accepted work joins the organisation's shared knowledge.

Discovery experiments, run by AI in the cloud

Ideas wait in a research queue, and an agent with spare capacity picks one up at any hour. When a study needs more than a laptop, the lab gives it a machine of its own and the agent runs the experiment from start to finish.

  1. 01

    Hypothesis

    A person poses a hard question and a hypothesis that could prove it wrong.

  2. 02

    Cloud experiment

    The lab starts a dedicated machine, apart from production, and issues a key that can only call models and stops at the approved budget. Agents run the experiment and log every step.

  3. 03

    Evidence

    Agents analyse the results, write the manuscript and review it. When the budget is spent or the time is up, the lab stops the machine and settles the cost.

  4. 04

    New knowledge

    Work that passes review is published to the organisation's knowledge, where agents and colleagues find it the next time they need it.

How a study moves through the lab

  1. 01

    Ask

    Write the research question and the hypotheses that could prove you wrong.

    aidc research new "…" --question … --hypothesis …
  2. 02

    Budget

    Request a budget for each experiment; small ones are approved on the spot.

    aidc research run start R-12 --budget 30
  3. 03

    Run

    Agents run the experiment on your machine or a lab machine and log every step.

    aidc research run log R-12 E1 "…"
  4. 04

    Write

    Every version of the manuscript is kept: the PDF, its sources, data and code.

    aidc research version R-12 paper.pdf
  5. 05

    Review

    Submit once the required fields are complete; AI and human reviewers respond.

    aidc research submit R-12
  6. 06

    Share

    Accepted work is published to the organisation's knowledge and presented by its authors.

Who can use the lab

AIDC researchers

Each researcher has a monthly research budget that covers cloud machines and models. Small experiments are approved on the spot; larger ones by a lead.

Every organisation on AIDC

Every organisation can use the same lab, and its studies, manuscripts and data stay inside it. Without a research budget, experiments run on your own machine; writing, review and publication work the same way.

Bring a question to the lab

Sign in with your AIDC account to start a study, request a budget and follow every experiment.

Open the lab →Read the research guide