Six core scenarios are available out of the box, and the self-developed intelligent routing matches each request to the most appropriate model - an average cost reduction of 60-80% while maintaining quality standards.
Six typical scenarios, each with input, output and real business indicators.
Connect to enterprise FAQ, orders and knowledge base, automatically reply to 80% of common questions, and customer service only needs to deal with edge cases.
Contracts, papers, PDFs, product manuals - automatically extract key points, compare differences, and answer natural language questions.
Completion, refactoring, PR Review, vulnerability scanning - the entire process from Prototype to Code Review is covered.
Marketing copy, product documentation, and help center—24 languages are produced simultaneously to maintain brand tone.
Hybrid query of structured + unstructured data to generate insights, predictions and decision-making suggestions.
Multi-step task automation: check information → write reports → send emails → update CRM, the entire process is hosted by Agent.
Calculated based on the public Token unit price + common business volume, the figures are based on the 2026-04 market price.
| business scenario | Directly connected to mainstream large models | Nexevo intelligent routing | save |
|---|---|---|---|
| 100,000/day AI customer service conversations (30 days) | GPT-4o direct connection · ¥54,000 / month | L1-L3 uses Qwen/DeepSeek, L4-L5 uses GPT-4o · ¥13,500 / month | -75% |
| 1,000 100-page PDF document Q&As per month | Claude 3.5 Sonnet · ¥30,000 / month | RAG cache + route classification · ¥6,800 / month | -77% |
| Daily 1M token code generation + Review (30 days) | GPT-4o · ¥22,500/month | DeepSeek Coder + GPT-4o review · ¥6,000 / month | -73% |
* Actual billing depends on request difficulty distribution and cache hit rate. The Nexevo console has built-in billing forecasts, so you can see real-time estimates for your business after signing up.
Implementation stories of real B-side customers.
A cross-border DTC brand used one line of code to change OpenAI SDK access to our endpoint. For L1-L3 level order inquiries and logistics tracking, go to Qwen; for returns and after-sales, go to GPT-4o. The customer service manual intervention rate dropped from 45% to 9%, and the monthly cost dropped from ¥48,000 to ¥10,600.
Legal tech company replaces legacy Claude 3.5 Sonnet direct-connect solution with Nexevo. After enabling RAG caching, standard clauses will be directly emitted from the cache, and only non-standard/high-risk clauses will be reviewed in depth by L5 Opus. Processing an average of 3,000 contracts per month, costs dropped from ¥85,000 to ¥18,000.
A developer tool SaaS uses 24 language access to translate English product documents into 24 languages for simultaneous release. Semantic consistency is guaranteed by quality gates, and the L5 model sampling inspection pass rate is 94%. The total translation cost is ¥4,200 (past outsourcing quotes were ¥45,000+).
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