Generative AI
Production-ready generative AI engagements — from RAG to custom fine-tuning.
GBCORP Generative AI — production-grade GenAI builds for the enterprise. RAG architectures, custom fine-tuning, multi-modal pipelines, and the governance layer that makes them defensible.
- Vendor-neutral (Claude, GPT, Llama, open-source)
- Production-grade evals + observability
- Governance + safety layer included
- Pilot to production in ≤12 weeks
Key advantages
Use-case selection & scoping
We work upstream of the build: which use cases are GenAI-shaped, which aren’t, and which can be solved cheaper with classical methods. Most engagements start here.
RAG architectures
Retrieval-augmented generation done properly: chunking strategy, embedding selection, vector store choice, hybrid retrieval, and the eval harness to compare versions.
Fine-tuning & custom models
When fine-tuning is the right answer (and when it’s not). Dataset curation, training infrastructure, and the evaluation methodology to verify lift.
Production engineering
Streaming, caching, fallback chains, prompt versioning, and cost controls. Observability into latency, cost, and quality drift over time.
Governance & safety
PII handling, prompt-injection defenses, content moderation, and audit logging. Compliance with your industry’s regulatory frame.
Engagement details
| Models supported | Claude, GPT-4, Llama, Mistral, custom fine-tunes |
|---|---|
| Engagement type | Discovery / Pilot / Production / Operations |
| Team | AI engineers, ML researchers, evals specialists |
| Pilot timeline | 4–6 weeks |
| Production timeline | 8–12 weeks from pilot to prod |
| Stack | Vector stores, eval frameworks, observability tools |
| Deliverables | Architecture, runtime, eval harness, runbooks |
| Governance | PII, safety, audit logging built in |
| Pricing | From $18,000 |
Applications
- Customer support automation
- Internal knowledge search and Q&A
- Document processing and extraction
- Code generation and developer tools
- Content creation pipelines
- Sales and revenue operations
Why GBCORP
- Vendor-neutral recommendations
- Honest about where GenAI doesn’t fit
- Production-grade engineering, not demos
- Governance + safety from day one
- Delivered across 17 countries
Ideal for
- CTOs scoping their first GenAI deployment
- Heads of AI maturing a pilot to production
- Product leaders building AI features
- Compliance teams concerned about governance
Request a custom quote
Every project is custom-engineered. Tell us about your application and a GBCORP Performance Consultant will respond with a tailored proposal — typically within one business day.
Read before you buy
From the GBCORP Blog, written for buyers comparing their options.
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Build with GBCORP
Beyond Generative AI — our IT Services team works across discovery, architecture, build, deployment, and ongoing engineering.
Contact GBCORPOr write to us at [email protected]
