kint

Features

Platform Capabilities

Train models from your data. Simulate outcomes. Find the best answer. All the math happens in the background.

Platform

How It Works for Your Team

Six capabilities that turn your data into better decisions.

Describe Your Problem

Tell kint what you want to optimize in plain text. It identifies variables, constraints, and objectives from your description.

Train Your Own Models

Upload your data. kint builds surrogate models that learn the patterns in your business. Your team guides the focus, kint handles the math.

The Right Method, Automatically

LP, MIP, CP, NLP, Bayesian optimization. kint picks the best approach for your problem. You don't need to know which is which.

Verified Results

Every solution comes with an optimality gap. 0.00% means it's mathematically the best. Your team can defend every decision.

Your Data, Your Way

Databases, APIs, CSV, JSON, XML, Excel. Whatever format your team already works with. kint adapts to your workflow.

API and OEM Ready

Use kint standalone, connect it via API, or build it into your product as a white-label component. Three ways, one engine.

That's the engine. Now explore what it found.

Every result comes with tools to test, compare, and understand. Your team stays in the driver's seat.

What-If Analysis

"What If I Change This?"

Your planner asks: what happens if we allow 6-hour delivery windows instead of 4? kint recalculates in seconds. 9 fewer routes, 21% lower cost. Now your team decides with data, not guesses.

Max Delivery Time
4h6h

Before

47

routes

€12,400

total cost

84% on-time

After

38

routes

€9,800

total cost

96% on-time

21% cost reduction by relaxing one constraint

Scenario Analysis

"Which Option Is Best?"

Fast, cheap, or green? Your team runs three strategies in parallel. kint scores each one. The tradeoffs are visible. The choice is yours.

A

Fast

Cost€14,200
Time3.2h
CO₂840 kg

Score: 6/10

BBest

Balanced

Cost€11,800
Time4.1h
CO₂620 kg

Score: 9/10

C

Cheap

Cost€9,500
Time5.8h
CO₂950 kg

Score: 5/10

Sensitivity Analysis

"Where Should We Focus?"

Delivery window has 92% impact on total cost. Vehicle capacity: 78%. Speed limit: 18%. Your team knows exactly which lever to pull first.

Parameter Impact on Total Cost
Delivery Window
HIGHEST IMPACT
92%
Vehicle Capacity
78%
Fuel Price
65%
Driver Hours
51%
Depot Count
34%
Speed Limit
18%
Positive impact
Negative impact

Multi-Objective Optimization

"Cost or Speed? Both."

Your CFO wants low cost. Your ops lead wants fast delivery. Your sustainability officer wants low CO2. kint finds the balance. Your team sets the priorities, kint finds the best tradeoff.

CostSpeedQualitySustainability
Weighted
Sequential

Blackbox Optimization

Your Data Has Patterns.
kint Finds Them.

You don't need equations. Upload your historical decisions and outcomes. kint trains a model that learns what works and what doesn't. Then it predicts the next best move. Your team reviews, adjusts, decides.

Your Historical Data
DateDecisionOutcome
Jan 12Route A€4,200
Jan 13Route C€3,800
Jan 14Route A€4,500
Jan 15Route B€3,100
Jan 16Route C€3,900
... 1,242 more records
Learning Progress87% accuracy
You are here1001K5K10K50K
Training RecordsPrediction Error

Next Optimal Decision

Route B

€2,900 predicted

93% confidence

One result. Five ways to understand it.

Every result includes these tools. Your team explores, verifies, and builds confidence before acting.

Under the Hood

Want the Technical Details?

LP, MIP, CP, NLP solvers. Gurobi, CPLEX, OR-Tools. ML surrogates. LLMs for problem understanding.

See the full stack

See It With Your Own Data

Bring your data. We'll run a live session and show you what kint finds. 30 minutes. No commitment.

Book a Demo