SLMs for Enterprises

Your enterprise doesn't need a trillion-parameter model. It needs a focused, private, domain-expert model that understands your data, your language, and your workflows — and runs entirely under your control.

Why Smaller Is Smarter for Enterprise AI

General-purpose LLMs are impressive but expensive, opaque, and trained on the world — not your domain. A Small Language Model trained on your data outperforms them on your tasks, at a fraction of the cost.

Private by Design

Your data never leaves your infrastructure. SLMs run on-premise or in your private cloud with no external API calls.

10x Lower Cost

Smaller models mean lower compute and inference costs — dramatically reducing your AI operational expenditure.

Domain Accuracy

Fine-tuned on your industry data, SLMs outperform general LLMs on your specific tasks — compliance, legal, finance, healthcare.

Faster Inference

Compact models respond faster, enabling real-time workflows that large models can't match on standard hardware.

From Business Problem to Deployed Model

A structured consulting engagement that takes you from use-case definition to a production-ready SLM.

1

Discovery

We audit your data landscape, identify the highest-value AI use cases, and define the model's scope and success metrics.

2

Data Preparation

We clean, structure, and curate your enterprise data into high-quality training and evaluation datasets.

3

Train & Fine-tune

We select the right base model, fine-tune it on your data, and run rigorous evals against your domain benchmarks.

4

Deploy & Monitor

We deploy the model into your infrastructure with monitoring, drift detection, and ongoing retraining support.

Where Enterprises Are Deploying SLMs

🏦

Financial Services

Credit risk analysis, regulatory document summarisation, fraud narrative generation, and compliance Q&A.

⚕️

Healthcare & Pharma

Clinical note summarisation, drug interaction checks, medical coding assistance, and patient triage support.

⚖️

Legal & Compliance

Contract review, policy Q&A, regulatory change monitoring, and legal brief drafting tuned to your jurisdiction.

🏭

Manufacturing

Maintenance log analysis, defect classification, supply chain anomaly detection, and equipment manual Q&A.

🛡️

Cybersecurity

Threat intelligence summarisation, SOC alert triage, incident report generation, and vulnerability assessment.

🏛️

Government & Public Sector

Policy document search, citizen query automation, multilingual translation, and audit report generation.

Practitioners Who've Built AI Products — Not Just Consultants

Our team has built production AI systems across cybersecurity, compliance, and legal technology. We don't just advise — we design, build, and deploy alongside your team.

Security-First Approach

Every model we build is designed with data privacy, access control, and adversarial robustness from day one.

End-to-End Ownership

From data strategy to production deployment — we own the entire delivery, not just the slides.

Knowledge Transfer

We train your team alongside building the model — so you own the capability, not just the artefact.

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Your SLM
in Production
MODEL SIZE
7B parameters · Runs on 2× A100s
DOMAIN ACCURACY
94.2% on internal benchmark · 3.1× better than GPT-4o on task
DEPLOYMENT
Private VPC · Zero external API calls · Air-gapped option

Ready to Build Your Enterprise SLM?

Tell us your use case and we'll scope an engagement in 48 hours.

Talk to Our Team →