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team banzai

tech demos

Tech demos

First we build it. Then we tell it.

At Team Banzai we build two kinds of things we can show: our own products already in use, like TeachThemAll and hoyestudia, and these experiments: technical demonstrations built on real, public data, published with the wins, the misses and the caveats. We keep publishing these internal tests on our site, so you can see the kind of work we can do for our clients.

Every experiment is different: a different sector, problem and technology. The ones that predict seal their rules before looking at the outcome, and the sealed records can be downloaded and checked. The ones with published results are verified by the archive that maintains each benchmark.

More on this

Several of these things, until recently, were not worth automating: building them cost more than they saved. That has changed, and that is why we try them.

Sector
Problem
Technology
Capability

Tomorrow's electricity price, predicted and sealed every day

Energy Forecast Statistics Bilingual

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Anticipating car recalls by reading driver complaints

Automotive Early warning Text analysis Bilingual

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Predicting the discount and the no-bids in public procurement

Public sector Forecast Statistics + classical ML Bilingual

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Predicting which files a fix will touch before it's written

Software Forecast Repository mining Bilingual

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The same map, two questions, opposite answers

Software Audit Dependency graph Bilingual

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Advising on a never-seen ticket with years of past incidents

Support Advise Generative AI Bilingual

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Flagging which changes deserve a second look before merging

Software Early warning Risk model Bilingual

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Reading a company's code before you buy it

Investment / M&A Audit Python + git, classical statistics, no LLM Bilingual

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The supermarket as a graph

Food retail Audit Graphs Bilingual

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Knowing which claims will cost money the day they arrive

Support Prioritise Classification Bilingual

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Your construction schedule, checked against what your own file asks for

Construction and industry Check Optimisation Spanish

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Matching payments to contracts with the key hidden, without the reference that links them

Public sector Reconcile Deterministic cascade + language model Bilingual

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Relating every medicine in Spain and showing what its official label says

Health Relate Knowledge graph Bilingual

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Rebuilding a software's documentation by reading its code, exam included

Software Document Generative AI + deterministic checker Bilingual

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Solving a real school's timetable with a free optimizer

Education Plan Constraint optimisation Bilingual

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Shaving one point off a hospital's best known roster

Health Plan Constraint optimisation Spanish

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What about your company?

If one of these experiments reminds you of a problem of yours: accumulated history nobody uses, decisions that depend on a veteran's memory, data nobody looks at, write to us and we'll talk it through. No fluff: we'll tell you whether it can be done.