Industries / R&D
Research answers you can trace.
Help researchers find useful answers across papers and lab records, with the source visible for every claim. We work alongside your scientists to make the system fit how they investigate and decide.
Your account executive is your dedicated point of contact throughout the project.
The challenge
When the evidence is hard to find.
Research data is the hardest kind to make legible, and the least forgiving of an unsourced answer.
01 / Research information comes in many formats
Papers, lab records and instrument output often use different formats. In Snowflake and Omdia’s 2026 survey of 2,050 business and technology leaders, only 7% said more than half of their unstructured data was ready for AI. The sample spans industries, rather than research labs alone.
02 / Sources are hard to trace
If an answer cannot be traced to its source, it cannot be used in a decision, a filing or a paper.
03 / Reproducibility is at stake
Science has spent a decade on a replication crisis. An AI layer that cannot show its evidence makes that worse, not better.
How we help
Make evidence easier to use.
Connect your research sources and make each answer traceable, so scientists can check it for themselves.
Connect papers and lab records
Bring published work and your own lab records into the same research workflow.
Show how findings connect
Help researchers see relationships between experiments, results and sources stored in different places.
Support research workflows
Use AI to organize literature and support early thinking while scientists remain responsible for conclusions.
Show the source for every answer
Show where each answer came from so a researcher can check and cite it.
Evaluation plan
Check every answer against its source.
Build a set of representative research questions with your scientists. Check whether each citation supports the answer, whether important sources are missed and whether the system admits when the evidence is insufficient. Track time saved alongside correction effort.
A review your team can inspect
A practical review identifies the available sources, the gaps and the checks that an answer must pass. Your researchers help define what counts as reliable evidence.
Facing a similar challenge? Tell us what is happening. We will help you find the right next step.
Talk to usCommon questions
Questions research teams ask.
Will you understand our research?
Your scientists bring the subject knowledge. We work with them to connect the information they use and make answers easy to check.
How do we check the answers?
We show the source behind each answer and test whether the citation supports it. Your researchers can inspect the evidence before using it.
What if our data is messy?
We start by seeing what information is available and where the gaps are. Then we decide together what is worth fixing before a build.
Who we work with
Is this the right fit?
A good fit
Research teams that need faster access to information without losing the evidence behind a decision.
A different starting point
If a simple search tool meets the need, we will recommend one. We focus on work where answers must be checked and traced.
Explore our services
A clear next step for your project.
Find a practical starting point for AI, build a workflow with your team, or strengthen your applications and AI systems.
Let's talk
A real person, from day one.
Tell us what you want to achieve. Your account executive will be your dedicated point of contact, helping you choose the right next step and keeping the work connected to your team. See how we work together.
- Your contact
- An account executive who knows your goals and stays involved throughout the engagement.
- Your team
- The people who use and run the solution help shape it from the start.
- Your outcome
- A clear recommendation and work your team can understand, own and build on.
Or email hello@aicoop.co with one question.