Waltmilton
AI Consulting
AI that ships to production, with governance built in.
Readiness assessments, responsible AI governance, and production integration of LLM-based systems — grounded in your actual data and risk posture, not hype.
Overview
Past the pilot, into production
Most enterprise AI pilots never reach production because no one accounted for data governance, model risk, or integration cost. Waltmilton's AI Consulting practice starts with an honest readiness assessment of your data and use cases, then builds the governance framework and integration architecture needed to run AI systems safely at enterprise scale.
Capabilities
What's included
AI Readiness Assessment
Data quality, infrastructure, and use-case viability evaluation.
Responsible AI Governance
Risk classification, model documentation, and human-in-the-loop controls.
LLM Integration
Production integration of LLM-based systems into existing applications and workflows.
RAG & Knowledge Systems
Retrieval-augmented generation architecture grounded in your proprietary data.
AI Vendor Evaluation
Independent evaluation framework for selecting models and platform vendors.
Data Pipeline Modernization
Preparing data infrastructure to support AI workloads reliably.
Model Risk & Compliance
Alignment with emerging AI regulation and internal risk frameworks.
Change Management & Training
Workforce enablement so AI tools are actually adopted, not shelved.
Benefits
Why this avoids the pilot graveyard
- Honest readiness assessment — we'll tell you if a use case isn't ready, not just sell the project.
- Governance framework that satisfies legal and risk teams before launch, not after an incident.
- Integration architecture designed for your actual data security requirements.
- No vendor lock-in bias — model and platform recommendations are evaluated independently.
Our Process
From assessment to governed production
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01
Assess
Use case prioritization and data/infrastructure readiness review.
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02
Govern
Risk classification, policy, and human-oversight framework design.
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03
Build
Production integration with security and monitoring built in.
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04
Scale
Performance monitoring, retraining cadence, and workforce enablement.
Deliverables
What you receive
- AI readiness assessment with prioritized use-case roadmap
- Responsible AI governance policy and risk framework
- Production-ready integration architecture
- Workforce training and adoption plan
Technology Stack
Tooling we deploy and manage
Industries
Where we operate
Pricing
Transparent engagement tiers
Readiness Assessment
From $18,000
Use-case prioritization and data/infrastructure readiness review.
Talk to salesProduction Integration
From $50,000
Governance framework plus a production-ready AI integration build.
Talk to salesAI Program Advisory
Custom
Ongoing governance, vendor evaluation, and scaling support.
Talk to salesCase Studies
Proof, not promises
Professional Services
Law firm cuts document review time 40% with governed RAG system
Built a retrieval-augmented system grounded in firm precedent with full audit logging and human review gates.
Financial Services
Regional bank establishes AI governance ahead of board mandate
Delivered a risk classification framework and policy suite satisfying both legal and regulatory review.
FAQ