⚡ Deterministic Scenario Simulator

Interactive Classifier
& ROI Simulator

Simulate prompt routing through Flit's semantic classifier engine, observe guardrail safety interventions, and project enterprise cost savings.

Prompt Classifier Simulator

Simulated Scenarios · Read-Only

Select a pre-canned scenario below to simulate Flit's in-memory regex classification, intent scoring, and DLP redaction (read-only input).

PRE-CANNED SCENARIO PROMPT (READ-ONLY) Scenario Vector
Synthesize the following 3 user reviews and draft a 2-paragraph response addressing product feedback professionally.
ℹ️ Deterministic Simulation: Free-form text input is disabled. This simulator demonstrates Flit's in-memory classifier decisions across pre-configured enterprise scenarios.
Flit Decision Telemetry In-Memory Engine Active
Selected Tier
aquila-smart
Engine Mode
Hybrid (LLM Classifier)
Decision Latency
3.2 ms
Tier Allocation
Balanced Workhorse Tier
Guardrail Security: PASS (Clean text)
Routing Rationale: Moderate semantic complexity requiring nuanced synthesis and professional tone. Routed to balanced workhorse tier.
Enterprise FinOps

Multi-Factor Token & Budget Simulation

Model your organization's LLM consumption by employees, daily prompt frequency, and total billable token volume.

Assumes avg. 23 workdays × ~22 prompts/day ≈ 500 prompts / user / month
250 Employees
10 Employees 2,500 Employees 5,000 Employees
Assumes avg. 1,000 tokens per prompt (input context + output completion)
125,000 Prompts / mo
5,000 Prompts 1.25 Million 2.5 Million Prompts
Total token consumption evaluated across all public tiers (Fast, Smart, Power)
125M Tokens / mo
5M Tokens 1,250M Tokens 2,500M Tokens
250 Employees × 500 prompts/mo = 125,000 Prompts · 125M Total Billable Tokens/mo
Direct Provider Baseline (Unmanaged)
$525,000
Direct frontier models @ ~$4.20 / MTok
With Flit Gateway Tiering
$205,000
Automatic tier allocation + caching
Estimated Monthly Spend Optimization
$320,000 / mo
$3,840,000 / year (Simulated)
Simulation Model: 1 prompt ≈ 1,000 tokens (800 in / 200 out) · 1 employee ≈ 23 workdays × 22 prompts/day ≈ 500 prompts/mo · Flit tier distribution: 55% Fast ($0.30/M), 35% Smart ($2.50/M), 10% Power ($8.00/M) with 15% semantic cache absorption.
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