[ The Engine ]
The brain behind the platform.
Most AI is simple: you send a question, a model answers, you hope it's right.
Melious works differently. Before anything answers, the Engine figures out how to get you the best possible response — then makes sure it actually is.
[ How It Works ]
Start with a test.
Imagine a student sitting down for an exam.
0 0%
Raw capability without support
60%
The unprepared student
No notes. No textbook. Questions phrased in ways that are confusing. Just them, the test, and whatever they remember.
They're smart. They score 60%.
They're smart. They score 60%.
Raw capability without support
70%
Add the right context
Now imagine you hand them their notes. The relevant chapters. Context that actually helps them answer.
Same student — now they score 70%.
Same student — now they score 70%.
Context changes everything
75%
Clarity matters
Then you rephrase the confusing questions so they're actually clear.
75%.
75%.
How you ask shapes what you get
75%
But here's the thing
You don't have one student. You have a whole room of them. And they're not all the same.
One's brilliant at math but struggles with history. Another writes beautiful essays but can't do statistics. A third is fast and practical — not the deepest thinker, but reliable on straightforward problems.
Give the whole test to any single student? You get their strengths and their weaknesses.
One's brilliant at math but struggles with history. Another writes beautiful essays but can't do statistics. A third is fast and practical — not the deepest thinker, but reliable on straightforward problems.
Give the whole test to any single student? You get their strengths and their weaknesses.
The Benefit
100%
Route to the expert
But what if you routed each question to whoever's best equipped to answer it?
That's what models are like. Different training, different strengths. Some reason deeply. Some move fast. Some excel at code, others at conversation.
The trick is knowing which one handles which question best.
We do.
That's what models are like. Different training, different strengths. Some reason deeply. Some move fast. Some excel at code, others at conversation.
The trick is knowing which one handles which question best.
We do.
The Trick
Validated & verified
And before anything reaches you, the Engine validates the output — checking logic and correctness, adding source citations so you know where information actually came from.
That's what the Engine does.
That's what the Engine does.
The cherry on the cake
[ The Three Layers ]
How the Engine processes every request.
Context Engineer
Layer 1
Prompt Engineer
Layer 2
Orchestrator
Layer 3
[ The Result ]
State-of-the-art quality. Smaller models. Lower costs.
You don't need to pick the right model. You don't need to craft the perfect prompt. You don't need to wonder if the answer is reliable. Just ask. The Engine handles the rest.