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Sector-Tuned LLMs

Models Fluent in Your Sector

Language models tuned on your documents, vocabulary and rules, so they give the precise, dependable answers that general-purpose AI cannot.

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Sector-Tuned Language Models

Sector Models

Sector Models

Sector Models

Sector Models

Sector Models

Sector Models

Sector Models

Sector Models

Sector Models

Sector Models

Sector Models

Inside This Practice

Sector-Tuned
Language Models

General-purpose models learn from the public internet. They are fluent, but they stumble over specialist vocabulary, fill gaps with confident guesses and know nothing of the rules your organisation answers to. We tune models to your sector instead - adapted on your reference material, constrained by your compliance obligations and scored against the tasks your teams actually perform.

Domain Model Strategy & Selection
Model Strategy
& Selection
Domain Data Preparation
Sector Data
Curation
Model Adaptation & Training
Adaptation
& Tuning
Evaluation & Guardrails
Scoring
& Safety Limits
why choose TokenWave AI
why choose TokenWave AI
Why Choose TokenWave AI

Precision That Comes From Specialisation

why-choose
Speaks Like an Insider

The model absorbs your terminology, documents and procedures, so its answers are on point, exact and consistent.

why-choose
Compliance Built In

Safety limits, data controls and private hosting keep confidential material where it belongs.

Scope My Project

Open and Commercial Models, Your Choice

We work with Llama, Mistral, OpenAI and other leading models, hosted on AWS, Azure, Google Cloud or your own hardware.

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integrations
ai
Private Hosting

Run the model in your own cloud tenancy or data centre, so proprietary data stays under your control.

Talk It Through
ai
Keeps Getting Better

Ongoing feedback and scoring keep the model accurate as your products, policies and regulations change.

Talk It Through

Where It Earns Its Keep

Healthcare & Life Sciences

Healthcare & Life Sciences

A clinical model that reads medical terminology correctly, condenses patient records and helps with clinical documentation - hosted with privacy controls designed in from the start.

  • Condensed clinical notes
  • Correct reading of medical terms
  • Privacy controls designed in
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Banking, Financial Services & Insurance

Banking, Wealth & Insurance

A finance-literate model that reads policies, regulatory notices and financial documents, and gives internal teams precise, consistent answers they can trace back to source.

  • Answers on policy and regulation
  • Data extraction from financial documents
  • Every answer traceable to its source
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Legal & Compliance

Legal & Compliance

A legal model that reviews contracts, highlights unusual or risky clauses and produces first drafts that follow your precedents and house style.

  • Clause-by-clause risk review
  • Drafts in your house style
  • Faster legal research
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Our Build Path

How We Tune
Your Model

process
process
process
process
Scoping & Success Criteria

We define the tasks, the users and the standard the model must meet before it is trusted.

Data Preparation

We gather, clean and organise your reference documents and knowledge sources under strict access controls.

Sector Tuning

We pick the base model best suited to the job, then tune it to your sector's language and tone.

Scoring & Launch

We test accuracy and safety against agreed cases, then launch with monitoring in the environment you choose.

6+

Engineering Practices

10+

Sectors We Serve

100%

Built From Scratch, For You

24/7

Agents That Act

Ways to Engage

Choose How We
Work Together

Pilot

/ Pilot

Prove the idea on your own data before you commit to a full build.

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Opportunity-mapping workshop

Working prototype on a data sample

Frank feasibility and payback review

Plan for going live

Recommended

Build

/ Full Build

A hardened, production-grade system connected to your software.

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Design and build from start to finish

Connectors to your apps and records

Evaluation suites and safety limits

Launch, documentation and handover

Scale

/ Run & Improve

Ongoing tuning, monitoring and engineering support as usage grows.

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Monitoring and accuracy tuning

Model and prompt refreshes

New capabilities and use cases

Fast-lane engineering support

FAQ

Questions We Often Hear

A language model adapted to one sector using that sector's documents, vocabulary and rules, so its output is more accurate and relevant than a general-purpose model's.

Less than you might expect. Depending on the task, we combine tuning, retrieval (RAG) and careful prompting, so useful results are possible with a modest amount of sector material.

Yes. We can host open models on your private cloud or on-premise hardware, keeping sensitive data entirely in your hands.

We build test sets from your real tasks, measure accuracy before launch, and add safety limits and monitoring to hold quality over time.
Results in Practice

Related Case Studies

Case studies that show our methods applied to real problems.

Explainable Medical Imaging
Healthcare
Explainable Medical Imaging

Highlights probable conditions in X-rays and scans and shows clinicians the evidence behind each finding.

Read case study →
Payment Fraud, Flagged Fast
Banking & Finance
Payment Fraud, Flagged Fast

Risk-scores every transaction and raises live alerts on likely fraud.

Read case study →
Hearing the Customer Clearly
Retail & Customer Experience
Hearing the Customer Clearly

Aspect-by-aspect sentiment and emotion from customer feedback, delivered as dashboards.

Read case study →
Browse All Case Studies

Further Reading

Field notes from our engineers on shipping AI that holds up.

All Field Notes
LLMs
21 September 2026 TokenWave AI

General-Purpose vs Sector-Tuned Language Models: Where Each Wins
Agentic AI
28 September 2026 TokenWave AI

Agentic AI Explained: From Answering Questions to Finishing Work

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That Knows Your Sector?

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