Audit · Optimize · Automate

AI-Ready Systems.
Immediate ROI.

We audit your enterprise tech stack, identify which systems can integrate with AI today, and deliver automation strategies that pay for themselves — fast.

What we evaluate
Tech Stack Health
AI Readiness
Automation Potential
Security Posture
Staffing & AI Pairing
Services

What we deliver

End-to-end technology audits that surface exactly where AI and automation will move the needle — with a clear roadmap to get there.

Enterprise Stack Audit

Full-spectrum review of your infrastructure, platforms, SaaS subscriptions, APIs, databases, and DevOps pipelines. We map every dependency, identify redundancies, flag vendor lock-in risks, and score each system on scalability, cost-efficiency, and AI-integration readiness.

Infrastructure MappingSaaS RationalizationDependency AnalysisCost OptimizationVendor Lock-In RiskScalability ScoringTechnical Debt AssessmentCloud Architecture Review

AI Readiness Assessment

System-by-system evaluation of AI integration potential. We identify which platforms, workflows, and data pipelines are ready for AI today — and which need prep work. Every recommendation includes ROI projections, implementation complexity, and a timeline to first value.

AI Integration ScoringData Pipeline ReadinessLLM FeasibilityRAG ArchitectureROI ModelingCopilot StrategyPrompt Engineering AuditModel Selection

Automation & Optimization

We design automation strategies that eliminate manual toil, reduce errors, and free your team for high-value work. From workflow orchestration and CI/CD acceleration to intelligent document processing and self-healing infrastructure — every recommendation is tied to measurable efficiency gains.

Workflow AutomationCI/CD OptimizationIaC ReviewProcess MiningRPA AssessmentSelf-Healing SystemsAlert Fatigue ReductionZero-Touch Operations

Security & Compliance

Comprehensive security posture assessment covering IAM, network segmentation, application security, data encryption, cloud misconfigurations, and incident response readiness. We evaluate through the lens of AI adoption — ensuring your security posture scales with your automation ambitions.

IAM & Zero TrustCloud SecurityOWASP Top 10SOC 2 / HIPAASecrets ManagementIncident ResponseCompliance AutomationAI Security Controls
AI Pairing Framework

The right AI for every role

We classify every team and function into the right AI pairing tier — so you invest where the returns are highest.

Tier 1 — Copilot

AI Assists, Human Drives

Real-time AI assistance for engineers, analysts, and writers. Tools like GitHub Copilot, Claude, and Cursor accelerate output while humans retain full decision authority.

Tier 2 — AI-Augmented

AI Drafts, Human Refines

AI handles first-pass drafts, summaries, and analysis. Project managers, business analysts, and marketing teams review and refine. Immediate productivity lift with minimal change management.

Tier 3 — AI-Led

AI Executes, Human Oversees

End-to-end AI execution with human checkpoints. L1 support, QA testing, report generation, and log monitoring run autonomously with escalation paths to human operators.

Tier 4 — Fully Automated

No Human-in-the-Loop

System monitoring, backup verification, certificate renewal, and compliance scanning run entirely automated — monitored via dashboards and alert thresholds only.

Free Download

Maximizing the Value of AI
Across Your Tech Stack

Our 7-step AI Readiness Playbook gives you the exact framework we use with enterprise clients — from stack audit to measurable ROI in 30 days. Includes a self-assessment scorecard.

7-Step Framework
AI Pairing Matrix
Self-Assessment Scorecard
30/60/90-Day Roadmap
Get the Playbook
No spam, ever. Just the playbook straight to your inbox.
30day
Avg. Time to First ROI
40%
Avg. Cost Reduction Found
3x
Faster AI Integration
100%
Actionable Recommendations
Our Approach

How we work

A proven five-phase methodology built for speed, clarity, and measurable results.

01

Discovery & Intake

Structured deep-dive into your stack, team structure, pain points, compliance requirements, and growth trajectory. We don't start analysis without a complete picture.

02

Stack Assessment

System-by-system scoring across health, scalability, cost-efficiency, security, and AI readiness. We map every dependency, integration point, and single point of failure.

03

AI & Automation Mapping

We identify every process, role, and workflow where AI or automation will deliver immediate ROI — scored by impact, complexity, and time-to-value.

04

Staffing & AI Pairing

Role-by-role analysis that classifies teams into the right AI pairing tier. Includes tool recommendations, time savings projections, and change management guidance.

05

Prioritized Roadmap

Quick wins in 30 days, medium-term plays in 90 days, strategic overhauls in 12 months. Every recommendation includes cost, timeline, ROI projection, and dependencies.

06

Ongoing Advisory

Quarterly technology reviews, emerging threat briefings, automation expansion playbooks, and workforce optimization check-ins. We don't just audit — we stay in the fight.

What We Evaluate

Platform & tool expertise

AWS Azure Google Cloud Terraform Kubernetes Docker GitHub Actions Azure DevOps Datadog PagerDuty Salesforce HubSpot Snowflake Databricks OpenAI / GPT Claude / Anthropic LangChain RAG Pipelines Vector DBs Power Automate Zapier / Make n8n Vanta CrowdStrike Jira / Linear Notion Intercom
Get Started

Let's find your quick wins

Book a discovery call. We'll assess your stack, identify the highest-ROI automation opportunities, and outline a roadmap to get AI working for your team — not the other way around.

Book a Stack Audit