How to Use AI Research at Work: Examples and a Safer Workflow
3inch.ai Editorial Team · · Updated
Research at work can take time, especially when you need to gather options or find relevant details across many documents.
AI can help you organize what to investigate and check publicly available information, but you may wonder what company information you can enter and whether its output is ready to use.
This guide follows concrete workplace examples from checks before entering information through to handing over the results.
Start by deciding what you will ask the AI to do.
First, define what people will decide
Before using AI, establish the purpose of the task and who will make the final decision.
Imagine someone at a small company is considering an online meeting service for internal workshops.
The goal is not to have AI choose a popular service, but to gather the criteria needed to choose candidates for the company to try.
AI can help find public information and organize comparison points; the person responsible and the approver decide which candidates to try.
Share only the conditions needed for the comparison
Suppose the workshop is planned once a month for up to 20 people and must be accessible from smartphones.
These conditions are fictional teaching details, not information about a specific company or real workshop.
Knowing the number of people, necessary actions, and when a decision is needed makes the research more specific.
By contrast, attendee names and the terms of a client contract are not normally needed to research service features using public information.
In real work, consider whether each piece of information is necessary, then check company rules and the service’s terms of use and determine whether you may send it.
Check what may be shared before entering information
Before sending text or files to an AI service, check whether you may send that information to that service.
Do not enter customer information, unpublished sales figures, contracts, or internal documents simply because doing so seems convenient.
If your organization specifies which services or accounts may be used, use an approved environment rather than a personal account.
A configurable service setting is not the same as company permission to send information, so ask an administrator or the relevant team before entering it if you are unsure.
Try fictional conditions instead of real documents
In the meeting-service example, you can consider criteria such as up to 20 people and smartphone access without sending a real list of names or an internal calendar.
Starting with public information and fictional conditions lets you try the research process without sending unnecessary internal information.
Even when individual numbers are obscured, their combination may reveal a company or project.
Follow your organization’s handling rules, including when replacing details with fictional ones.
Gather public information to prepare a comparison
Once you know what you may enter, ask the AI for information needed for the comparison.
Before entering or sending confidential or personal information, check your organization’s rules and the service’s terms to determine whether you are allowed to send that information.
If permission is unclear, do not send it; try public information or fictional content instead.
This teaching prompt does not require real internal documents.
I am considering meeting services for an online workshop.
There will be up to 20 attendees, and they must be able to join from smartphones.
Using publicly available official information, list criteria for comparing candidates.
I want to check what is available for free, how attendees join, and what the host needs to do.
For each point, provide the title and URL of an official page to check, and mark any missing conditions or information as unverified.
Do not guess prices or usage limits to fill gaps.
The aim is not to select one service yet, but to collect comparison criteria and places to check official information.
Even answers using search may contain outdated or incorrect citations or results, so open the pages and check them. [2]
Examine a fictional response
Suppose you received this response:
Possible checks: participant capacity, how to join from a smartphone, free-plan time limits, and host account requirements.
Check prices and time limits on the provider's pricing page, and smartphone joining instructions in its help documentation.
Sources: I could not verify the titles or URLs of official pages. They remain unverified.
This response was written for the example; it is not a real AI search result or a verification of particular products.
It suggests relevant criteria, but the response alone does not yet tell you which service meets the requirements.
The next step is to find official pages for actual candidates and record the applicable plan and date checked.
Separate what was checked for each candidate
To explain how to hand over a comparison, the following example uses two fictional services.
All the guidance, service names, numbers, and dates below are teaching material, not descriptions of real products.
Free plan: Up to 30 meeting participants.
Smartphones: Join through a browser.
Meeting length: Up to 40 minutes per meeting.
Example check date: 2027-01-10.
Free plan: Up to 50 meeting participants.
Smartphones: Join through a dedicated app.
Meeting length: Not stated in this excerpt.
Example check date: 2027-01-10.
The example requires capacity for 20 people and smartphone access.
Based only on the capacity and joining methods in the guidance above, both A and B are candidates for further checking.
However, B’s meeting length remains unverified because it is not stated in the excerpt.
The missing detail does not establish either that there is no time limit or that the feature is unavailable.
The example has not yet stated the planned workshop length, so we cannot tell whether A’s 40 minutes is enough either.
Turn the comparison notes into the next checks
The person responsible can organize the information like this:
- Capacity: In the fictional guidance, A allows up to 30 people and B up to 50.
- Smartphones: In the fictional guidance, A uses a browser and B a dedicated app.
- Meeting length: A allows up to 40 minutes; B is not stated in the excerpt.
- Next checks: Confirm the planned workshop length and B’s free-plan meeting length.
- Decision: Check the planned workshop length and B’s meeting length to compare A and B and choose a candidate.
At this point, we have organized what the fictional guidance says; nobody has tested joining on a real device.
In real work, record the actual official page URLs and dates checked, and consider whether the full pages or terms differ from an excerpt.
Separating confirmed facts, actions not yet tested, and conditions still to check helps the next person make a decision.
Hand over findings with their verification status
If the person doing the research is not the person deciding whether to adopt a service, passing along only a conclusion hides what has and has not been checked.
For each candidate, record the requirements and how far each has been verified.
This fictional handover note was written to explain the process; it does not describe a real service’s performance or pricing.
Purpose: Choose meeting-service candidates to try for a workshop of up to 20 people, with smartphone access.
Checks: Participant capacity, smartphone joining method, and free-plan time limit.
Checked: Capacity and joining methods in the fictional guidance; A's free plan allows up to 40 minutes.
Unverified: Planned workshop length, B's free-plan meeting length, and operation on the devices to be used.
Next owner: The person responsible will check the planned workshop length and B's meeting length.
Decision: Check the required length and B's meeting length to compare A and B and choose a candidate.
In this note, “checked” refers only to the fictional guidance shown above.
It is not a result from researching real products or testing devices.
After checking real pages, add each service name, applicable plan, supporting page URL, date checked, and the conditions stated there.
When you cannot find information, mark it as unverified and identify who will check it next instead of leaving an unexplained blank.
Record official guidance and actual trials separately
An official page saying that people can join from smartphones does not establish that the service will work without problems on every device attendees use.
Before using it for real work, test on the intended devices and network where appropriate.
Separate what the official page says from the results of actual trials, and do not record untested conditions as tested.
Update the decision when a missing condition is confirmed
Suppose the person receiving the note checks with the workshop organizer and learns that the workshop is planned for 60 minutes.
Also suppose the following condition appears in Service B’s fictional guidance:
Service B's free plan permits meetings of up to 90 minutes each.
Example check date: 2027-01-11.
Compare that new information with A’s 40-minute maximum and B’s 90-minute maximum.
If the planned 60 minutes are held as one meeting, A’s 40 minutes is insufficient, while B’s 90 minutes meets the time requirement.
But B’s guidance said smartphone attendees use a dedicated app.
We have not yet checked whether the expected attendees can use that app or whether the organization permits its installation.
At this point, the next step is to consider B as a candidate for a trial, not to make a final adoption decision.
Before deciding to adopt B, the person responsible checks operation on the intended devices and the organization’s usage rules.
The meeting lengths and service names in this example are fictional, not conditions for real products.
Distinguish the updated note from the earlier version
When new information becomes available, record what was added instead of silently replacing only the conclusion in the earlier note.
Additional checks: The workshop is planned for 60 minutes. B's free plan allows up to 90 minutes per meeting.
Changed decision: If the 60 minutes are held as one meeting, A's 40 minutes is insufficient, so check B as a candidate for a trial.
Still to check: Whether attendees can use B's app on their devices and whether it complies with organizational rules.
Final adoption decision: The person responsible and approver will decide after those checks.
In real work, record who checked the additional information, the date, and the supporting URL or response to an inquiry, following your sharing rules.
Even as more conditions are confirmed, do not mark remaining unknowns as checked when handing the work to someone else.
Adjust the request to the work at hand
Beyond choosing meeting services, AI can help organize what to investigate at the start of a task.
Because the information and sources needed differ by task, explain what the information will be used for rather than reusing exactly the same request everywhere.
Prepare information for customers
For example, you might identify questions customers could ask about an event that has already been publicly announced.
Before entering or sending confidential or personal information, check your organization’s rules and the service’s terms to determine whether you are allowed to send that information.
If permission is unclear, do not send it; try public information or fictional content instead.
The following announcement was invented for this example.
Parent-and-child craft workshop
Date and time: 2027-06-12, 10:00–11:30
Venue: Town Learning Center, craft room
Registration: Available through the organizer's website.
Fee: Free
The announcement does not describe a real event or venue.
In this example, we provide the excerpt to AI to generate possible questions and identify whether the information needed to answer them is present.
Read the event announcement below and suggest three questions customers might ask.
For each question, distinguish whether the announcement contains the answer or a person responsible needs to check it.
Do not guess or add answers that are not in the announcement.
Parent-and-child craft workshop
Date and time: 2027-06-12, 10:00–11:30
Venue: Town Learning Center, craft room
Registration: Available through the organizer's website.
Fee: Free
The following fictional response illustrates what an answer to that request might look like.
Question: How much does it cost?
Suggested answer: It is free. The announcement states this.
Question: What time does it start?
Suggested answer: 10:00. The announcement states this.
Question: When is the registration deadline?
Suggested answer: The announcement does not say. Please check with the person responsible.
The fee and starting time can be checked against the announcement shown above.
The deadline is not in the excerpt, so we can say it is not stated there, but not whether a deadline exists.
In real work, check the complete announcement or the current official page, then ask the organizer about anything still unclear.
Do not publish the AI’s answer unchanged; compare the proposed answers with the publisher’s information and have the person responsible decide what to publish.
If asking AI to read a public page, confirm that it can actually access the page or provide content you are permitted to enter.
Start the conversation while questions are still open
In the fictional craft workshop above, the excerpt did not say when registration closes.
At this stage, the task is not to decide there is no deadline or to have AI invent one, but to work out what to ask the organizer.
For example, the person preparing answers for customers could send a request like this:
I am preparing customer information about the family craft workshop.
The excerpt of the public announcement confirms the fee and start time, but I could not find a registration deadline.
Please let me know whether a deadline has been set and, if so, its date and time and the wording we may use in our announcement.
The request distinguishes what has been confirmed from what cannot yet be answered.
By asking whether a deadline has been set, rather than assuming one exists, the person can avoid guessing why it was absent from the excerpt.
Even if you have checked only an excerpt, you can ask for help while clearly identifying what is missing.
Before answering a customer about the deadline, check that the organizer’s response concerns the same workshop and identify when the information applies.
Use the confirmation to prepare an answer
For this teaching example, suppose the organizer responds as follows:
Registration is scheduled to remain open until June 5, 2027 at 17:00.
If capacity is reached, registration will close earlier.
The response includes not only a deadline but also the condition that registration may close earlier if capacity is reached.
An answer saying people are guaranteed to be able to register until June 5 would add a promise the response does not make.
The person preparing the answer could instead write:
Registration is scheduled to remain open until June 5, 2027 at 17:00.
However, registration will close earlier if capacity is reached.
Please check the organizer's announcement for the latest availability.
This draft is based on the fictional response and does not describe a real event.
If you answer after the stated deadline, do not reuse this wording unchanged; check the organizer’s latest announcement to establish whether registration has closed.
Even before the deadline, the response alone does not tell you whether capacity has been reached, so check current availability separately and do not promise a place while it remains unverified.
In actual work, check whether you may share the response and, following your organization’s rules, record who answered, when, and where the latest information can be checked.
If you use AI to help draft an answer, before entering the organizer’s response, check whether it contains nonpublic information and whether you are allowed to send it to the service.
If permission is unclear, do not send the real response; check the necessary authorization or practice the structure using fictional conditions.
Research publicly available rules or programs
When starting a new task, you might also look for guidance published by a public authority and organize the points you need to read.
Whether a program applies to a company or individual can depend on the time and circumstances.
When asking AI for an overview, give the relevant region, the point in time, and the scope of the process, and ask for the public authority’s guidance as the source to check.
Before an important application or contract decision, do not rely on the AI summary alone; check the original information or contact the responsible office, and consult a professional when needed.
If you cannot find a source, record that your search did not establish the answer rather than concluding that the program does not exist.
Decide in advance when to stop and check
When using AI research at work, decide not only how far to proceed but also when to stop because a check is needed.
For example, pause and seek confirmation rather than proceeding alone if:
- The research requires entering internal information, but permission to send it is unclear.
- You cannot open the source the AI provided or cannot find the passage supporting its explanation.
- Sources disagree about pricing or terms, and you cannot determine the applicable plan or update date.
- You are about to act on the findings in a consequential way, such as signing a contract, contacting an individual, or publishing externally.
Stopping does not mean the research was wasted.
Recording what is known and unknown lets you ask a source or approver a specific question.
Record what the AI could not do
The necessary information may be unavailable because web search cannot be used or a source cannot be accessed. [1][2]
Even if an answer is returned, do not hand over information the AI could not search as though it were checked.
Record the name of the page that could not be retrieved or the conditions you need to verify, then have a person investigate another way or contact the provider.
Summary: Let AI organize; people check and decide
When using AI research at work, define the purpose and roles first, and check usage rules before entering information.
Record the verification status of candidates and sources the AI found, and have a person open the necessary documents and check them.
Do not rush a decision with open questions; pass them to the next person responsible and the approver.
Sources
[1] https://help.openai.com/en/articles/8313428-does-chatgpt-tell-the-truth — OpenAI Help Center, Does ChatGPT tell the truth? [2] https://help.openai.com/en/articles/9237897-searching-the-web-with-chatgpt — OpenAI Help Center, Searching the web with ChatGPT