AI Development for
Enterprise AI.
Enterprise AI is sold on evals, latency, and security posture — not demos. The companies that win publish numbers. Vedwix builds ai development for Enterprise AI companies — with the compliance posture, KPI awareness, and operational shape your category demands.
Brief us on AI workWhat we know about Enterprise AI.
- SOC 2 Type II
- ISO 27001
- HIPAA
- GDPR / data residency
- Eval scores
- Latency p95
- Cost per resolved task
- Procurement gates
- Data residency requirements
- Pilot purgatory
Three use cases we ship.
Internal AI copilots
We build AI features that ship to real users — not demos. For enterprise-AI, that means designing for SOC 2 Type II, measuring against Eval scores, and avoiding the procurement gates that plague the category.
Document agents on enterprise data
We build AI features that ship to real users — not demos. For enterprise-AI, that means designing for SOC 2 Type II, measuring against Eval scores, and avoiding the procurement gates that plague the category.
Compliance-grade RAG
We build AI features that ship to real users — not demos. For enterprise-AI, that means designing for SOC 2 Type II, measuring against Eval scores, and avoiding the procurement gates that plague the category.
AI Development,
enterprise-AI-aware.
We don't pretend every project is the same. Enterprise AI has its own compliance, KPIs, and unwritten rules. We bring those in from day one.
Start a projectWhat you get.
- RAG system with hybrid search
- Eval harness + observability
- Agent orchestration
- Fine-tuning + serving
- Internal AI tooling
We build AI features that ship to real users — not demos. RAG systems with hybrid retrieval, agents with structured outputs, fine-tuned small models, and eval harnesses that measure quality before and after every change.
Examples of Enterprise AI companies in this space: Glean, Writer, Cohere.