Every prompt,
the right model.
An AI model brokering platform that classifies intent, scores models against your preference profile — cost, accuracy, fairness, latency — and routes to the one that maximises value per token.
CONTINUOUSLY SCORED
ROUTING OVERHEAD
AVG. AI SPEND
PROMPT
“Summarise the indemnity clauses in this 40-page MSA…”
Capabilities
Classify, score, route, optimise
Every prompt gets the best model for the job — automatically.
Understand before you route
Intent Classification
Every prompt is classified for intent and complexity before a single token is spent — so a legal summary, a code fix, and a marketing one-liner each get the right class of model.
- Detects task type, domain, and language automatically
- Grades complexity so simple prompts never hit frontier prices
- Classification adds milliseconds, not round-trips
Every leaderboard, one score
Benchmark Consolidation
Public benchmarks disagree and go stale. Sovereign NeuralSwitch consolidates MMLU, HumanEval, GSM8K, arena rankings, and your own evals into one comparable score per model, per task type.
- Normalises scores across public and internal benchmarks
- Weighted by relevance to your actual workload
- Refreshed continuously as new models and evals land
Your weights decide the winner
Preference-Aware Routing
Tune cost, accuracy, fairness, and latency to match each workload. The same prompt routes to a lean model on a cost-first profile and a frontier model when accuracy is everything.
- Cost, accuracy, fairness & latency sliders per workload
- Routes across OpenAI, Anthropic, Google, AWS Bedrock & open source
- Profiles per team, product, or even per endpoint
Hard requirements come first
Capability & Support Matching
Scoring only matters among models that can actually do the job. Vision input, tool use, context window, language support — hard requirements filter the field before preferences rank it.
- Capability matrix maintained for every supported model
- Context length, modalities, tool use, and language coverage
- Ineligible models are filtered before scoring, never after
Measure value, not just cost
Value-Per-Token Analytics
Cheap tokens that produce rework are expensive. Sovereign NeuralSwitch quantifies the value each token delivers, so optimisation decisions are driven by outcomes — not list prices.
- Quality-adjusted cost metric for every routed prompt
- Spots wasted premium calls and under-powered failures
- Data-driven case for every routing policy change
Value per token
Watch the spend curve bend
Cost Savings Dashboard
Track cumulative savings, usage patterns, and optimisation opportunities across your whole AI estate — with the quality evidence to prove nothing was traded away.
- Savings vs. direct-to-provider baseline, updated live
- Usage and spend broken down by team, model, and provider
- Export-ready reporting for finance and leadership
Cut AI costs without cutting corners
See how Sovereign NeuralSwitch can optimise your AI infrastructure. Get in touch for a demo and ROI analysis.
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