Generative AIGenerative AI accurate enough to put your name on.
Off-the-shelf LLMs hallucinate, leak, and embarrass you in front of customers. We build custom generative AI — fine-tuned models, RAG pipelines, enterprise chatbots, OpenAI integrations — grounded in your domain and hardened for production scale.
Key performance indicators
Hallucination rate reduction vs. baseline
Token generation latency (ms)
Domain-specific accuracy (MMLU)
Cost per 1k tokens in production
Delivery plan
Plan delivery, hit milestones, measure outcomes
Generative AI projects are delivered in discrete milestones, with weekly checkpoints and transparent reporting across all phases.
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
Use-case definition & data audit
- 2
Phase 2
Model selection & prompt engineering
- 3
Phase 3
Fine-tuning, RAG design & evaluation
- 4
Phase 4
Production deployment & monitoring
Deliverables
What we hand over
Concrete, verifiable artifacts produced during delivery — quality you can audit, not promises.
Fine-tuned or RAG-augmented model
Evaluation report & benchmark results
Secure inference API & guardrails
Retraining & versioning pipeline
What we measure
Expected outcomes
Every engagement is tracked against results you can put in front of your board — not effort, outcomes.
Generative AI reliable enough to ship to customers
Full visibility for every stakeholder, every week
Hallucinations and token costs kept on a leash
How we integrate
Engagement blueprint
How our teams plug into yours — from day one.
Core team
- LLM solution architect
- Prompt & fine-tuning engineer
- MLOps engineer
Prerequisites
- Clear use-case definition
- Access to domain data or knowledge base
- Designated milestone owner
Engagement models
- Fixed-scope milestone plan
- Continuous sprint delivery
- Release-train integration
Let's build something extraordinary
From LLM fine-tuning to enterprise RAG and chatbots — generative AI delivered end to end, grounded, and safe to ship.
2000+ vetted engineers · 3 global hubs · 98% client retention
FAQs
Generative AI questions
Questions about our process, pricing, or technology? Clear answers to the most common ones.
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