Services
Applied AI & GenAI that teams can trust
From strategy to safe deployment—copilots, RAG, and tuned models with evaluation, guardrails and cost control.
Why it matters
AI creates leverage—if it’s safe, measurable and sustainable. We ensure real KPIs, not novelty demos.
- Measurable evals (quality, latency, safety, cost).
- Guardrails: data privacy, prompt policy, red-team tests.
- FinOps for tokens/throughput & autoscaling.
- Rollouts with fallbacks and human-in-the-loop.
What we deliver
- Use-case backlog & value assessment
- Data/architecture readiness & gaps
- Operating model, skills & governance
- Task automation & assistants (support, sales, ops)
- Tool use (functions), memory, multi-step plans
- Guardrails: PII/PHI, prompts, policy enforcement
- Chunking, embeddings, vector/rerank hybrids
- Citations, provenance, hallucination reduction
- Freshness SLAs & search quality evals
- Open & proprietary models (OpenAI, Claude, Llama, Mistral)
- Prompt engineering, adapters/LoRA, distillation
- Safety, toxicity & bias tests
- Feature stores, registries, experiments
- Eval harnesses (quality, cost, latency, safety)
- Observability, rollout policies, fallback trees
- Data loss prevention, redaction & masking
- Audit trails, secrets & key management
- GDPR/HIPAA/SOC2 controls
Reference GenAI pattern
Retrieval-augmented generation with policy, redaction and evaluation. Built for citations, monitoring and safe fallbacks.
- Ingest ➝ chunk ➝ embed ➝ store (vector + structured)
- Query ➝ rerank ➝ compose prompt ➝ generate ➝ cite
- Eval harness & telemetry: quality • cost • latency • safety
Models & tools
FAQs
We’re model-agnostic. We evaluate on your data for quality, latency and cost, then recommend a fit-for-purpose mix.
Citations, retrieval reranking, response validation, eval harnesses and safe fallbacks with human review.
Yes—private endpoints, on-prem inference or VPC-scoped SaaS depending on constraints.
Data minimization, redaction, audit logs and policy enforcement aligned to SOC2/ISO 27001 and sector regs.
Ready to ship AI safely?
Share a problem and a dataset; we’ll propose the smallest pilot that proves value.