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Applications · 43 cases

Use cases

Built for real work. The decisions your team makes by hand every day — classify, prioritize, route, verify — written down as criteria and applied at scale.

Talk to sales

Can't find your use case or want to know more? Talk to us and we'll define it together.

AI infrastructure

The layer that decides inside your own AI stack.

AI infrastructure

What context goes in, which model answers, what gets blocked. You define the criteria in plain text and get a typed, traceable decision at every step.

Examples
  • Scores query–candidate relevance
  • Reranks results with pairwise comparisons
  • Selects the useful context for the next step
Examples
  • Detects jailbreaks and prompt injection
  • Flags policy violations and sensitive data
  • Logs results and probabilities to trace failures
Examples
  • Decides whether each line break splits a sentence
  • Regroups into blocks and classifies them afterwards
  • No templates or per-format rules
Examples
  • Classifies intent and domain
  • Estimates difficulty and risk
  • Escalates to the expensive model only when needed
Examples
  • Scores hundreds of candidates in a single call
  • Re-evaluates the best ones against their full documentation
  • Avoids loading the whole catalog into context
Examples
  • Scores faithfulness, tone and coverage
  • Compares prompt versions on the same set
  • Catches regressions before deploying

If you can describe the criteria, Flov makes the call.

Automate
AI infrastructure

Your case isn't on the list? Describe the criteria in plain text and get a typed, traceable decision on your own data.

Try it yourself Talk to sales No prior integration · results in minutes
Benchmarks · Oct 2026

How Flov compares

Accuracy across key areas against reference models. Hover each axis to see the detail.

Flov-One-1.0 Pro

Maximum accuracy

Flov Pro vs. jev-1.13

Accuracy by academic category

Pro · average
0.0%
Result
jev-1.13 · average
0.0%
Result
Flov advantage
+0.0pts
6 categories chosen for their relevance · taken from MMLU-Pro · same protocol for both models · October 2026

Flov Pro vs. gpt-6-luna-decisions

Accuracy by academic category

Pro · average
0.0%
Result
gpt-6-luna-decisions · average
0.0%
Result
Flov advantage
+0.0pts
6 categories chosen for their relevance · taken from MMLU-Pro · same protocol for both models · October 2026

Flov Pro vs. microsoft-decision-1

Accuracy by academic category

Pro · average
0.0%
Result
microsoft-decision-1 · average
0.0%
Result
Flov advantage
+0.0pts
6 categories chosen for their relevance · taken from MMLU-Pro · same protocol for both models · October 2026

Flov-One-1.0 Flash Free unlimited use

Low latency

Flov Flash vs. jev-1.13

Accuracy by academic category

Flash · average
0.0%
Result
jev-1.13 · average
0.0%
Result
Flov advantage
+0.0pts
6 categories chosen for their relevance · taken from MMLU-Pro · same protocol for both models · October 2026

Flov Flash vs. gpt-6-luna-decisions

Accuracy by academic category

Flash · average
0.0%
Result
gpt-6-luna-decisions · average
0.0%
Result
Flov advantage
+0.0pts
6 categories chosen for their relevance · taken from MMLU-Pro · same protocol for both models · October 2026

Flov Flash vs. microsoft-decision-1

Accuracy by academic category

Flash · average
0.0%
Result
microsoft-decision-1 · average
0.0%
Result
Flov advantage
+0.0pts
6 categories chosen for their relevance · taken from MMLU-Pro · same protocol for both models · October 2026
Latency · Oct 2026

Answers in milliseconds

Time to the full response, measured from the request, in the same region and with the same prompt for every model.

Low latency

Flov-One-1.0 Flash

0ms
Full response · p50
Enterprise
<0ms
Dedicated capacity
Maximum accuracy

Flov-One-1.0 Pro

0ms
Full response · p50
Enterprise
<0ms
Dedicated capacity

Median of 10,000 requests per model with a 1,000-token prompt · October 2026