Artificial IntelligenceCustom LLMs tuned to your domain — not the whole internet.
Generic models are expensive, slow, and wrong in the ways that matter to you. We fine-tune and deploy LLMs built on your domain, your docs, and your use cases — measurably better on accuracy, latency, and cost per query.
Key performance indicators
Model 'Hallucination' rate reduction
Inference latency (ms per token)
Domain-specific accuracy score (MMLU benchmark)
Operational cost per 1k tokens
Delivery plan
Plan delivery, hit milestones, measure outcomes
Custom LLM Engineering is delivered in discrete milestones, with weekly checkpoints and transparent reporting.
Milestone-based delivery
Progress you can verify, sprint by sprint
- A working demo every week — not a status deck
- A direct line to the engineers building it
- Scope locked per milestone — no surprise invoices
- 1
Phase 1
Analyze constraints and define scope
- 2
Phase 2
Execute delivery in phased iterations
- 3
Phase 3
Validate system scale and security
- 4
Phase 4
Optimize and govern live operations
Deliverables
What we hand over
Concrete, verifiable artifacts produced during delivery — quality you can audit, not promises.
Domain-specific fine-tuned model
Evaluation report (Accuracy vs. Base model)
Secure inference API and monitoring dashboard
Model retraining and versioning pipeline
What we measure
Expected outcomes
Every engagement is tracked against results you can put in front of your board — not effort, outcomes.
Production solutions deployed with high confidence
Transparent stakeholder visibility on progress
Minimized delivery risks and operational overhead
How we integrate
Engagement blueprint
How our teams plug into yours — from day one.
Core team
- Dedicated solution architect
- Core implementation engineer
- Release quality coordinator
Prerequisites
- Documented goals & criteria
- Access to required systems
- Designated milestone owner
Engagement models
- Predictable milestone plan
- Continuous sprint delivery
- Release-train integration
Let's build something extraordinary
Custom LLM engineering with measurable accuracy gains, disciplined delivery, and costs you can actually forecast.
2000+ vetted engineers · 3 global hubs · 98% client retention
FAQs
Custom LLM Engineering questions
Questions about our process, pricing, or technology? Clear answers to the most common ones.
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