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AI case studies.
AI assistants, agents and tools we have built and run. Names are left out on purpose. Ask us and we will walk you through any of them.
AI for a preschool: an assistant for parents and a workspace for teachers
ProblemParents asked the same questions about timings, programmes and admissions at all hours, in English and Hindi. Teachers spent their evenings writing lesson plans, newsletters and parent messages from scratch.
What we builtA parent assistant on the school website that answers only from the school's own pages, in English or Hindi, and shows the page each answer came from. It never guesses fees or gives medical advice; when unsure it hands over to WhatsApp, and callback requests go straight to the school by email. Teachers sign in to a separate workspace with guided tools for lesson plans, weekly curriculum, activities, observation notes, newsletters and parent messages, with roles for teachers, centre heads and directors and plans shared across branches.
More AI work
Six more systems, in plain words.
Answers from hundreds of published articles
ProblemA technical website had hundreds of articles. Readers could not find the one that answered their question.
What we builtAn assistant that reads every post and page, refreshes itself every night, and answers with a link to the source article. It says so when the site does not cover a question instead of making something up.
Ask questions of 9,000 pages of product documentation
ProblemEngineers needed answers buried in product guides running to thousands of pages, and searching them by keyword was slow.
What we builtA document assistant that splits each guide into passages, stores them in a vector database and answers with the page number each answer came from. New guides are added without rebuilding the rest.
A studio that writes technical training material
ProblemTrainers for cloud, VMware, Kubernetes and AI infrastructure courses rebuilt slides, labs and quizzes by hand for every batch.
What we builtA signed-in studio where trainers pick a tool, fill a short form and get course material, diagrams, quizzes or certificates to review and export. Admins manage teams, tracks and attendance, and see who changed what.
Plain-English stock research for everyday investors
ProblemCharts and ratios are hard to read for people who are not traders, and generic chatbots make up numbers.
What we builtA research app that calculates technical and fundamental figures first, then asks the AI to explain only those figures. It never gives buy or sell calls. Members get screeners, watchlists and research briefs.
One topic in, ready posts for every platform out
ProblemPosting regularly about public topics such as exams, schemes and city planning took hours of reading and writing each week.
What we builtType a topic and the tool gathers recent news and official government releases, then writes an X post and thread, an Instagram caption and Facebook, LinkedIn and WhatsApp versions from the same facts. A person reviews every post before it goes out.
An agent that checks travel expense claims
ProblemFinance teams check every travel bill against a long policy by hand, and decisions vary from person to person.
What we builtAn agent where the AI reads the bills and the policy, but a fixed rules engine decides every amount. Each line comes out approved, rejected or held for a person, with the policy clause that applies.
We only quote numbers we can show you in a walkthrough.
