Strategy → Infrastructure → Integration
From AI infrastructure to full‑stack integration
We deliver production‑grade results fast by pairing full‑stack expertise with AI assistance, TDD, and PM oversight—so you ship the right MVP and iterate safely.
What we deliver
Support across the spectrum — from AI‑centric infrastructure to full service integration into your current applications, and everything in between.
AI‑Centric Infrastructure
Design and stand up foundations for LLM workloads: secure networks, secret management, vector stores, observability, and cost control.
Full‑Service Integration
Ship features your users love: assistants, RAG, summarization, search, classification, and content tools embedded in web and mobile apps.
Data & Evaluation
Build pipelines, redaction, and datasets with lineage. Add eval harnesses and safety tests so quality doesn’t regress as you iterate.
MLOps & Platforms
Model/prompt CI, canary rollout, prompts-as-code, tracing, feedback loops, and incident response. Operate AI with confidence.
Governance & Compliance
Least‑privilege by default, audit trails, retention policies, and controls that align with PCI DSS, HIPAA, and SOC 2 requirements.
Advisory & Audits
Architecture reviews, gap analysis, vendor selection, and runbooks. We meet you where you are and accelerate outcomes.
Compliance by design
Security and data governance are first‑class: least privilege, redaction, audit trails, and policy‑as‑code baked in.
Access Controls
Zero‑trust defaults with scoped API keys, per‑tenant isolation, and audit logging.
Data Handling
PII classification, redaction, encryption in transit/at rest, and retention SLAs.
Risk Controls
Prompt/content filters, safety evals, red‑team tests, and rollback plans.
How we work
1. Discovery
Align on outcomes, constraints, data sources, and compliance scope. Capture acceptance criteria and risks.
2. TDD & Build
Turn requirements into tests and guardrails; build with AI‑assisted velocity and second‑level human review.
3. MVP → Iterate
Ship an MVP in 1–3 weeks, then iterate with evals, monitoring, and governance baked in.
Proposal generator
Describe your needs — we’ll draft a structured proposal covering scope, architecture, timeline, team, and operations.
Get in touch
Email hello@ocotillo.ai with your goals and current stack, or request a call. We respond within one business day.