AI agents and workflow automation
Our team spends hours on repeat tasks that follow the same steps every time.
Applied-AI studio
We build AI tools for publishers, universities and research teams
Panoptical is the applied-AI studio of IT Break Com Private Limited, India. We design, build and run AI tools and agents for knowledge-driven organisations, and we run our own AI applications in production.
We design, build and run AI tools and agents for knowledge-driven organisations: publishers, universities, research labs and the businesses around them. Most of what we show here was built and run for our group companies.
How we work
Every project follows the same four steps. You can stop after any step.
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.
Featured work
- Live Labs: 13[1] browser-based science labs with 104[2] guided steps, each with an expected result.
- REINSTE Connect: connects institutions and labs with industry sponsors for deep-science R&D.
- STMJournals ConnectPro: helps STM publishers find researchers, editors and reviewers, with mandatory human review.
- EvidenceBridge: certifies product claims through expert peer review.
Sources
- [1]Build prompt §5 (known facts) and the Live Labs website. Live Labs offers 13 browser-based labs. Method: Counted on the Live Labs website. Next review by Apr 2027.
- [2]Build prompt §5 (known facts) and the Live Labs website. Live Labs has 104 guided steps, each with an expected result. Method: Counted on the Live Labs website. Next review by Apr 2027.
Solutions
Six kinds of AI tools we design, build and run, each with live examples.
Document and content intelligence
We receive more documents than our editors can read carefully.
Knowledge and research platforms
Our knowledge is spread across papers, people and systems, and it is hard to find the right expert.
AI learning and simulation
We want learners to practise, not just read, and we cannot set up a physical lab for every topic.
Growth and engagement automation
Our campaigns take too much manual work, and we are not sure our contact lists are clean.
AI governance and compliance
We need to show regulators and customers that our data and AI use are under control.
Tell us about your 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.