AI readiness audit
AI Advisory
Most AI initiatives fail not because of technology, but because of unclear goals, wrong use cases, or poor organizational fit. We help leadership teams cut through the noise - identify where AI actually creates value, what it costs, and how to get there without derailing existing operations.
We're an AI-native software house. Building with AI every day shapes every recommendation we make. We know what works in production, what stalls, and where the interesting problems actually are.
Why AI advisory?
Only 11% of organizations have scaled AI beyond pilot (McKinsey). The technology is widely available. The gap is in knowing which problems are worth solving with AI and which aren't. That's where most projects stall.
Good advisory starts from your situation, not from a product catalog. We assess your operations, data maturity, and team capabilities before recommending anything. Sometimes the answer is "not yet" or "not AI." Being explicit about that saves months and budgets.
xcactus combines software engineering experience with AI expertise. Our recommendations cover both sides: where value is created for the business and what is actually feasible to build. What we propose is what we'd ship ourselves.
AI makes process discipline non-negotiable.
Strategy still comes from humans.
Strategy still comes from humans.
Advisory modules
AI Readiness Assessment: data maturity, infrastructure, team skills, process mapping
Use Case Identification: which processes benefit from AI, expected ROI, build vs. buy
Architecture & Integration: how AI fits into existing systems, APIs, data flows, security
Vendor & Model Selection: comparing providers (OpenAI, Anthropic, Google, Microsoft), cost modeling
Implementation Roadmap: phased plan with milestones, resource requirements, risk mitigation
Change Management: team training, adoption strategy, measuring success post-launch
AI platforms we work with
OpenAI
Anthropic
Microsoft
Google
Advisory services
We guide organizations through the full AI adoption journey, from initial assessment to successful deployment and team enablement.
Use case discovery workshop
Technology & vendor evaluation
Implementation roadmap
Executive AI training
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