Small Models. Big Results.
Zero Hallucinations.
The dhisolve router sends each query to the right fine-tuned small language model. You get fewer hallucinations, lower costs, and answers that actually know your business.
How dhisolve Works
A routing layer sits between your app and your models, making sure each query gets the best answer possible.
Connect Your Models
Point your fine-tuned models at the dhisolve router through a simple API. Open-source, custom, whatever you've got.
Intelligent Query Routing
When a query comes in, the router figures out what it's about and sends it to the best model for the job. Sometimes it combines answers from multiple models for a better result.
Hallucination Reduction
The router checks every answer against a confidence score and pulls in extra context when something looks off. Bad answers get caught before anyone sees them.
Reliable, Accurate Responses
You get reliable, consistent AI answers for a fraction of what you'd pay for GPT-5, Claude, or Gemini.
What's Under the Hood
The dhisolve router picks the right model for each query and double-checks the output before it reaches your users.
Intelligent Query Routing
Each query goes to the fine-tuned model that knows that domain best. No prompt gymnastics needed.
Hallucination Guard
Every response gets a confidence check. If the model isn't sure, we catch it before your users see it. Factual errors drop by up to 95%.
Cost-Optimised Inference
Small models are cheap to run. The router only reaches for heavier compute when it actually needs to, so your AI bill stays low.
Business Domain Specialisation
Each model is fine-tuned for your industry: legal, finance, healthcare, e-commerce, you name it. A specialist model will outperform a generalist on your data every time.
Retrieval-Augmented Fallback
When a model isn't confident, the router pulls in relevant context from your knowledge base so the answer is grounded in real facts.
Model-Agnostic API
Plug in any model you want. Hugging Face, Ollama, vLLM, your own endpoints. The router doesn't care where your models live.
Better Answers, Way Lower Bill
Fine-tuned small models give you the accuracy you need without the big-model price tag. Here's how the numbers stack up.
| Feature | dhisolve Router | GPT-5 / Claude / Gemini |
|---|---|---|
| Cost per 1M tokens | ~$0.10–$0.50 | $10–$60 |
| Hallucination rate | < 2% (guarded) | 5–15% (unguarded) |
| Domain accuracy | Trained on your data | General knowledge |
| Data privacy | Runs on your infrastructure | Third-party cloud |
| Vendor dependency | None | High |
Cost per 1M tokens
Hallucination rate
Domain accuracy
Data privacy
Vendor dependency
Built for Every Industry
dhisolve works with your models and your business logic, whatever your industry.
Clinical documentation & triage
Patient symptom queries go to medical models that produce accurate clinical summaries. Your data stays on your infrastructure, not someone else's cloud.
Contract review & compliance
Legal models that understand jurisdiction and clause language better than a general-purpose LLM. If the model isn't sure about an interpretation, dhisolve flags it.
Financial analysis & reporting
Regulatory filings, earnings summaries, and risk assessments need to be right. dhisolve routes these to finance-trained models and checks the output before it goes anywhere.
Product recommendations & support
A model trained on your catalogue knows your inventory inside and out. Product answers come from your actual data, not guesswork.
Maintenance & operations guidance
Equipment manuals, fault codes, and SOPs feed into specialised models. Field technicians ask a question and get the right answer from the right manual, fast.
Personalised tutoring & assessment
Subject-specific models give students explanations that match the curriculum. dhisolve makes sure the answers are factually correct, not made up.
Drug safety & regulatory intelligence
Models trained on FDA and EMA data can answer drug interaction queries and flag adverse events. When a submission needs precise language, the model pulls from your actual regulatory filings, not generic text.
Claims processing & policy interpretation
Adjusters need fast, accurate answers about coverage and exclusions. dhisolve routes claims queries to models that know your policy documents, so decisions are consistent and backed by the right clauses.
Demand planning & vendor management
Procurement teams ask questions about lead times, stock levels, and supplier history. Models trained on your logistics data give answers that reflect what's actually happening in your pipeline.
Grid operations & compliance reporting
Field crews and control rooms need reliable answers about equipment status, safety procedures, and regulatory requirements. The model pulls from your operating manuals and compliance records, not the open web.
Citizen services & records processing
Public agencies handle millions of queries about permits, benefits, and regulations. Models trained on your department's policies give citizens accurate answers without needing a human in the loop every time.
Property valuation & lease analysis
Brokers and analysts need quick answers about comparable sales, lease terms, and zoning rules. Models trained on your market data give valuations grounded in actual transactions, not ballpark estimates.
Want to Try It?
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