Keplar-One
The intelligence behind the intelligences.
Keplar-One is Keplar's orchestration layer. It isn't a single model. It decides which AI models to ask, compares their answers, weighs the evidence behind them, and writes the final answer.
RouteOnly the models this question needs.
Not every model, every time. Each candidate is weighed by quality, reliability, latency, and cost, and only the useful ones are asked.
Quality×Reliability×Latency×Cost
In the example
6 intelligences selected. Others were available and not needed.
How Keplar-One chooses models
Every question starts with classification: what kind of task it is and how complex it is. A quick factual lookup doesn't need the same line-up as a market-entry decision. Keplar-One weighs each candidate model by quality, reliability, latency, and cost, then asks only the ones the question needs. Not every model, every time. That keeps answers fast and keeps Keplar Compute usage honest.
Why disagreement matters
Models run independently and in parallel, so one answer doesn't anchor the others. When they agree, that is useful. When they don't, it is more useful: disagreement is where a single model's blind spot usually shows. Keplar-One flags it instead of silently picking one answer, and investigates why the responses differ.
Evaluation, not voting
A majority isn't treated as the truth, because consensus can be wrong. Keplar weighs the evidence and reasoning behind each response. If the one dissenting model has the better argument, that counts for more than the headcount, and the parts of the dissent that hold up shape the final answer.
What you see in every answer
One Keplar Answer, attributed to Keplar-One. Below it, every part of how it was formed is one click away:
- ConsensusFive intelligences recommended expanding next year.
- Models consultedResearch, Reasoning, Finance, Market Analysis, Regulatory, Risk.
- SourcesYour attached planning documents, public market and trade reports, and regulatory guidance on foreign company registration.
- DisagreementsMarket Analysis recommended waiting a year, citing localization cost.
- VerificationThe evidence and reasoning behind each response were weighed before synthesis.
- Reasoning summaryAgreement on demand and fit.
See it end to end on the how it works page, explore the product, compare plans, or ask your first question.