Our knowledge is spread across papers, people and systems, and it is hard to find the right expert.
Knowledge and research platforms
Platforms that help people find the right paper, expert or partner, with suggestions you can check and a person in the loop.
Last updated
We build platforms that help people find the right paper, expert or partner. The AI suggests matches and explains why. A person reviews each suggestion before anyone is contacted.
What we build
- Discovery tools that find researchers, editors and reviewers, with an explanation for every suggestion.
- Matching platforms that connect institutions and labs with industry partners, with screening and agreed milestones.
- Search across your own papers, records and documents.
How we work
Step 1: Discover
2–3 weeks
We agree the problem, the people who will use the tool and how we will measure success. We look at your data and the systems the tool must work with.
You receive: A short scoping note with the plan, the risks and a price range.
Step 2: Pilot
6–10 weeks
We build a small working version for one task and test it with a small group of real users. A pilot, not a platform.
You receive: A working pilot and a written evaluation of what worked and what did not.
Step 3: Build
3–6 months
We turn the pilot into a production tool, with the integrations, access control, privacy notices and tests it needs.
You receive: The production tool, its documentation and a handover session.
Step 4: Run
Ongoing, by agreement
We host, monitor and improve the tool. We use the same health checks and support process that we use for our own applications.
You receive: Monitoring, support and regular updates. Support hours: Monday–Friday, 09:30–18:30 IST, excluding Indian public holidays, with urgent issues raised on the support ticket channel, and a monthly service report.
Price
Discover
Scope one use case with your team and your data.
USD 2,000–4,000
2–3 weeks
- Workshops with the people who do the work
- A review of the data and systems involved
- A written scope with risks and a pilot plan
Excludes taxes. A fixed price for one use case, agreed before work starts
Prices are indicative and shown with their currency code. We confirm the price in writing after a call.
Is this a fit?
A good fit if
- You already hold the content or records people need to search.
- You want suggestions that people can check, not a black box.
- You can name who will review matches during the pilot.
Not a fit if
- You do not yet have the content or data the platform would search.
- You need a public search engine for the whole web.
Questions buyers ask
Why start with Discover rather than a pilot?
How do users know why the AI suggested a match?
Will our data be used to train AI models?
Related work
Built and run for our group company REINSTE
REINSTE Connect: matching research labs with industry sponsors
Built and run for our group company STM Journals
STMJournals ConnectPro: finding researchers, editors and reviewers
Start a project
Tell us what you want to improve. A person reads every request. You get an indicative scope and price range, confirmed after a call.