Approach
How Digicane builds enterprise AI
Model-agnostic delivery
We orchestrate within your approved vendor list — Azure OpenAI, Anthropic, Gemini, or open-weight — without locking Digicane IP to one bill.
When API vs open-weight
APIs win for speed and quality on many tasks; open-weight or private hosts win when residency, cost at scale, or air-gap rules dominate.
India hosting options
Retrieval and app tiers can stay in India when contracts require localization — paired with access control and retention design.
Evaluation loops
Pilots ship with groundedness/refusal checks and override metrics before you widen automation.
Human-in-the-loop
Sensitive writes pause for approval. Audit IDs travel with every agent action.
Approach FAQs
Will Digicane force a single LLM vendor?+
No. We are model-agnostic and align to your procurement list.
Can we change models later?+
Yes — orchestration is designed so prompts, tools, and evals can retarget with controlled change management.
Do you support on-prem components?+
Where justified, retrieval and serving can sit in private networks; we scope during Assessment.
Align Digicane to your vendor policy
Bring your approved model list and residency rules — we’ll map a fit.