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FIND AI by Intetics

Framework for Intelligent Needs Discovery

AI Readiness
Assessment & Roadmap

Move from fragmented pilots and ideas to a scalable,
value-creating execution plan.

FIND YOUR AI ROADMAPin just 5 clicks
REGISTER TO FREE WEBINARon AI Readiness Assessment

Why Many AI Initiatives Fail

Poor Data Quality
Lack of Integration
Missing Ownership
Pilot Purgatory
Deliverables

What You Will Walk Away With

Tangible deliverables that bridge the gap between strategy and engineering
Readiness Assessment
A maturity score (1-5) across 5 critical dimensions: Data, Tech, People, Strategy, and Governance.
Prioritized Use Cases
A documented portfolio of high-impact AI/GenAI use cases, scored on both impact and feasibility.
Phased AI Roadmap
A clear, 3-horizon execution plan (0-3 mo foundations, 3-12 mo scale, 12-24 mo optimization).
Quantified Value Case
A value case outlining anticipated benefits (revenue, savings, risk) and the necessary investment envelope.
Scope

The 5 Dimensions We Assess

A holistic view of your organization's capability to deliver AI solutions.
Data Infrastructure & Quality
Availability, Governance, Accessibility, Latency
Tech Stack & MLOps
Cloud, Integration, Architecture, MLOps/LLMOps, Security
Talent & Skills
Data Engineering, ML/AI Expertise, Product Owners
Leadership & Strategy
AI Vision, Sponsorship, Funding Model, Risk & Ethics
Culture & Change
Openness to adoption, Incentives, Communication
Process

Our Structured 6-8 Week Engagement

From kickoff to a board-ready executive roadmap
WEEKS 1–3

Kickoff & Deep Discovery

Align on objectives, conduct 10–20 stakeholder interviews, run readiness surveys, and review key documents.

1 & 2
Kickoff & Deep Discovery
WEEKS 3–4

Readiness Assessment & Scoring

Analyze all inputs, apply our 1–5 maturity model, generate the readiness radar chart, and identify key systemic gaps.

3
Readiness Assessment & Scoring
WEEKS 4–5

Use Case Prioritization Workshop

Co-create and score potential AI/GenAI use cases, visualizing them on an Impact vs. Feasibility matrix to select the right first moves.

4 & 5
Use Case Prioritization Workshop
WEEKS 5–8

Roadmap Finalization & Value Sizing

Deliver the phased (H0–H2) execution roadmap, quantified value case, dependency map, and final executive presentation.

6
Roadmap Finalization & Value Sizing
Why us

Why Partner with Intetics?

We bridge the gap between AI strategy and working solutions
Engineering + Strategy
We don't stop at slides—we build, integrate, and operate the data and ML/GenAI systems defined in the roadmap.
Structured & Pragmatic
Top-tier consulting methodology adapted for real-world constraints, ensuring high feasibility and measurable ROI.
Reusable Accelerators
Leverage our assessment toolkit, reference architectures, and nearshore delivery model for efficiency and quality.
Client Success Story
FIND AI helped us turn a long list of AI ideas into a defensible plan and, just as importantly, a clear explanation of what we should not do yet.
Multi-Site Manufacturing Group
Director of Digital Transformation
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Client Results

What Happens After FIND AI

From assessment to implementation – see how FIND AI roadmaps translate into working AI solutions
AI-powered expert matching platform for recruitment optimization
HR TECH

AI-Driven Expert Matching Platform

FIND AI Discovery: Assessment identified manual expert-client matching as the primary bottleneck consuming 70% of operations time. Impact/Feasibility matrix scored multi-LLM approach highest...

Success indicator50% more investor inquiries

Tech: Python • OpenAI GPT-4 • Google Gemini • GCP

Multi-channel AI knowledge assistant for enterprise collaboration
ENTERPRISE

Multi-Channel Knowledge Assistant (EKA)

FIND AI Discovery: Assessment showed employees spent 50% of time searching across Confluence, JIRA, and SharePoint. Talent dimension gap identified — no dedicated ML engineers. Hybrid se...

Success indicator2x faster onboarding

Tech: LangChain • OpenAI GPT-4o • CosmosDB • Azure Functions

ML-powered railway defect detection system
TRANSPORTATION

ML-Powered Railway Defect Detection

FIND AI Discovery: Assessment identified manual drone image inspection as highest-impact automation opportunity. Tech stack dimension scored 3/5 — legacy systems required integration layer...

Success indicator30% cost savings

Tech: Python • PyTorch • torchvision • Shapely

24/7 AI knowledge layer for facility support automation
CONSTRUCTION

24/7 AI Knowledge Layer for Facility Support

FIND AI Discovery: Readiness assessment revealed 80% of support queries were repetitive documentation lookups. Data dimension scored 4/5 — rich document corpus available. Roadmap prioritized...

Success indicator80% fewer support calls

Tech: React • TypeScript • FastAPI • GPT-4 RAG

Get Started
Request a Proposal
Confirm scope, receive your detailed proposal, and schedule the kickoff session.
The best time to get clarity on your AI journey is before you spend heavily on tools and pilots.