Advisory & Consulting
From strategy
to production.
Most consulting firms hand you a PowerPoint and walk away. We advise, architect, build, and operate — ensuring your transformation strategy becomes working software, not shelf-ware.
Our Practices
Advisory built on engineering reality.
Every consultant at LockedIn Labs is a practitioner first. Our advice is grounded in thousands of hours of building production systems — not theoretical frameworks.
AI Transformation Consulting
We help organizations move from AI curiosity to AI capability. From strategy to production — we design, build, and operate enterprise AI programs that deliver measurable outcomes.
- AI readiness and maturity assessment
- Generative AI strategy and roadmap
- LLM integration and agent architecture
- Responsible AI governance frameworks
- AI operating model design
- Build-vs-buy evaluation and vendor selection
Technology Maturity Assessments
A rigorous, independent evaluation of your technology stack, engineering practices, security posture, and organizational readiness. Delivered as a boardroom-ready report with prioritized recommendations.
- Architecture and technical debt review
- Security and compliance gap analysis
- Engineering culture and velocity assessment
- Cloud cost and infrastructure audit
- AI/ML capability benchmarking
- Vendor and platform portfolio review
IT Strategy & Roadmapping
We translate business objectives into technology roadmaps that engineers can execute and executives can defend to the board. Strategy grounded in engineering reality — no theoretical frameworks.
- 3–5 year technology roadmap development
- Platform consolidation and modernization planning
- Build vs. buy vs. partner frameworks
- Digital transformation program design
- IT budget optimization and prioritization
- Technology M&A due diligence
AI & Engineering Training
Hands-on training programs that upskill engineering teams, technical leaders, and non-technical executives on AI, modern software practices, and platform engineering.
- Generative AI for engineering teams (hands-on labs)
- Prompt engineering and LLM application development
- MLOps and production AI operations
- Cloud-native architecture and DevOps practices
- AI literacy for executives and product leaders
- Security engineering and compliance training
Technology Assessment
What you get after a LockedIn Labs assessment.
A comprehensive, boardroom-ready evaluation of where you are, where the gaps are, and exactly what to do next.
Board-ready findings with prioritized recommendations and risk ratings
Architecture diagrams, code quality analysis, and detailed gap documentation
Benchmarked scores across 12 capability dimensions with industry comparisons
Prioritized quick-wins and foundational investments with effort/impact mapping
18–36 month technology roadmap aligned to business objectives
Current-state cost analysis and projected savings from recommended changes
AI Transformation Program
From AI zero to AI-native. Four phases.
Map current AI capabilities, data infrastructure, and organizational readiness. Identify highest-value use cases and build the business case.
Architect the AI program: platform selection, data pipelines, model strategy, governance framework, and integration patterns.
Build and deploy a production pilot on the highest-value use case. Validate performance, gather feedback, and establish operational patterns.
Expand AI capabilities across the organization. Build internal competency, establish centers of excellence, and operationalize continuous improvement.
Training Programs
Build the capability in-house.
We don't create dependency. We transfer knowledge, build skills, and leave your team stronger than we found them.
On-Site Workshops
2–5 day intensive workshops delivered at your location for teams of 8–40.
Virtual Cohorts
6–12 week structured learning programs with live sessions and hands-on labs.
Executive Briefings
Half-day AI literacy sessions designed for C-suite and board-level audiences.
Embedded Coaching
Ongoing 1:1 and team coaching embedded within your engineering sprints.
Start with an assessment.
A 2-week technology and AI maturity assessment gives you the clarity to make the right investments and avoid the expensive mistakes.