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Delivered work

Selected Work

Types of mandates, environments, and deliverables handed over during the past 24 months.

No logos or names — client confidentiality preserved.

Mandates

Attestoria method

AI Readiness Assessment

Initial framing of AI maturity, use-case direction, and delivery constraints before heavier investment or build begins.

Attestoria method

AI Governance Audit

Review of governance posture, evidence discipline, traceability, and operating safeguards around AI initiatives or live systems.

TRARDI delivery

AI Systems Build Support

Technical support on production-grade AI systems, with architecture choices, deployment constraints, and documentation kept aligned.

TRARDI delivery

Adoption & Training Programs

Operational enablement for teams using AI tools and workflows, with adoption guidance tied to real usage rather than generic exposure.

Sectors served

  • Financial services
  • Health
  • Digital products / SaaS startups
  • Higher education

Frequent operating constraints

  • Sensitive-data environments
  • On-premise or constrained infrastructure
  • Human validation as a hard control point
  • Audit-trail expectations

Technical environments

  • Private-cloud setups
  • RAG architectures
  • Multi-model stacks
  • Document-centric workflows

Deliverables handed over

Findings report

Observations, gaps, framing assumptions, and practical implications stated in a form directly usable for internal review.

Architecture blueprint

System design, data flows, integration points, and deployment options aligned with the client's operational constraints.

Digitalization roadmap

Priority sequence, dependencies, and safeguards for moving a manual or fragmented process into a structured AI-enabled workflow.

Adoption guide

Practical guidance for rollout, usage boundaries, and team-level operating routines once the system or workflow is in place.

Recurring signals observed

  • Actionable quick wins are usually isolated during early framing, once constraints and exclusion zones are made explicit.
  • Some use cases are intentionally taken out of scope before build when operating conditions are not yet in place.
  • Framing architecture and governance together surfaces real dependencies, hosting constraints, and validation points earlier.
  • Documentation handed over is directly reusable for internal review instead of being rewritten later into presentation-only compliance material.