RESOURCES
Tools we use, free to take
The checklists, templates, and reference architectures our delivery teams run on real programs — packaged for yours. Leave a work email at download and we'll send the file plus nothing else you didn't ask for.
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Field-tested, not marketing-tested
Every artifact here started as an internal delivery tool. If it stopped earning its place on engagements, we retired it — what's left is what works.
Agentic AI Guardrail Checklist
The 31-point pre-production checklist our teams run before any agent touches a live system: tool manifests, idempotency, budgets, approval thresholds, and audit requirements.
Enterprise RAG Reference Architecture
Annotated architecture diagram and component selection matrix for retrieval-augmented generation with entitlement filtering, hybrid search, and evaluation loops.
LLM Vendor Evaluation Scorecard
A weighted scorecard for comparing model providers across quality, latency, cost, data handling, compliance posture, and roadmap risk — with our recommended weightings per industry.
Data Contract Template & Rollout Kit
The YAML contract template from our data engineering practice plus the 4-step producer negotiation playbook — everything needed to contract your first 20 tables.
Event-Driven Integration Reference Architecture
Outbox pattern, saga orchestration, DLQ operations, and schema governance for an enterprise event backbone — with the operational runbook structure we deploy alongside it.
AI Governance Policy Starter Kit
Model inventory template, risk classification worksheet aligned to the EU AI Act, and human-oversight policy language your legal team can adapt in days, not quarters.
Cloud Migration Readiness Checklist
The 45-point assessment covering application portfolio, data gravity, security baselines, and landing-zone prerequisites — used at the start of every Ilmora migration program.
MLOps Platform Reference Architecture
Feature store, model registry, shadow deployment, and drift monitoring — the platform blueprint behind models that survive production, annotated for AWS, Azure, and GCP.
State of Enterprise AI 2026
Findings from 180 enterprise AI programs: where pilots stall, what production-grade teams do differently, and the budget benchmarks CFOs are actually approving this year.
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New resources, monthly
Each month we publish one new artifact from an active engagement — a checklist, an architecture, a post-mortem pattern. Subscribers get it first, with the reasoning behind it.
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Want these frameworks applied, not just downloaded?
Our architects run these exact assessments and blueprints inside engagements every week. Book a consultation and skip straight to the version tailored to your systems.