Guided exploration by Supertype experts

Opportunity Discovery

Analytics and automation infrastructure for the AI era does not need to feel daunting or black-boxed. We put our most qualified AI engineers to work, guiding you through a hands-on discovery process to identify the quick wins and continually develop your opportunity radar.

From raw data to fully automated analytics

In under 24 hours, and under $3,900.

We get you results on day one.

Discovery

Workshop

5 - 7 hours

We start by immersing ourselves in your business and your current processes. This involves one or more sprint sessions and executive-level workshops to understand your largest cost centres, biggest pain points, and most pressing needs.

Business Value Catalog

Self-Assessment

3 hours

In this phase, we analyze the data collected during the discovery phase to identify patterns, trends, and insights. Our team will work with you to rank each opportunity based on its potential business value and feasibility. This will help us prioritize AI and automation initiatives with the greatest impact.

V1 Engineering

Managed Services

12 - 15 hours

Our AI engineers, analytics developers and data scientists work with you to develop proof-of-concept solutions for the top-ranked opportunities, providing a solid foundation on which your team can build upon.

Continuous Upskilling

Workshop

Ongoing

Digital transformation is an ongoing process, and we are committed to helping our clients stay ahead of the curve. Post-implementation, we want to continue upskilling your team through specifically tailored consultations and workshops, creating a culture of curiosity and fine-tuning your opportunities radar.

Opportunity Discovery Process

Discovery

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Business Value Catalog

•

V1 Engineering

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Continuous Upskilling

Discovery

Guided On-site Exploration and Brainstorming

A 6 to 8 hour workshop hosted in your office or a preferred location. Conducted by our most qualified AI engineers with demonstrated experience in your industry.

Case Study Focused: Learn what works for industry peers
Suitable for C-Levels and Executives
Practical, Targeted Outcomes

Business Value Catalog

Goal-oriented approach to AI implementations

Weighing the business value of each initiatives against the cost of implementation, we help you hone in on the low-hanging fruit and win internal buy-in quickly through a clear roadmap.

Sourcing ideas from Executives and Employees
Assigning cost and business value through a structured framework
Pick the right initiatives for proof of concept and pilot projects

V1 Engineering

Rapid prototyping and AI Proof of Concepts

Within 2 weeks, we can deliver a version 1 prototype of your initiatives, implemented with production-ready code and documentation. AI and analytics systems move fast, so we intend to ship and iterate quickly to deliver value in the shortest time possible.

No mockups or wireframes. Build and validate in 15 hours of product engineering.
Ship your POC to gather actual usage data and feedback
Gain internal buy-in and rally support for your initiatives

Continuous Upskilling

Develop internal AI capabilities and sensitivity

Opportunities in generative AI and agentic automations are abundant, as long as the eyes are alerted to these possibilities. Post-Discovery, we want to continue sharpening the opportunistic radar of your team, so they can identify the quick wins presented by AI and analytics systems along the way.

Regular check-ins and private workshops
Tailored resources and digital case studies
Ongoing mentorship and support

Frequently Asked Questions

What is AI Opportunity Discovery?

AI Opportunity Discovery is a structured AI readiness and opportunity assessment. Over a short, hands-on engagement, Supertype's AI engineers map your business processes, identify where AI and automation can create the most value, rank each opportunity by business impact and feasibility, and build a working proof-of-concept for the highest-ranked one. It is designed to be the first step for organizations deciding where and how to adopt AI.

How do you identify the right AI use cases for our business?

We start with executive-level workshops and sprint sessions to understand your largest cost centres, biggest pain points, and most pressing needs. We then compile a Business Value Catalog that ranks each candidate use case by potential business value and implementation feasibility, so you invest in the initiatives with the greatest impact rather than chasing AI for its own sake.

How long does the discovery process take and what does it cost?

The core engagement runs in under 24 hours of focused work and starts under $3,900. That includes discovery workshops, the ranked Business Value Catalog, and a V1 proof-of-concept for the top-ranked opportunity, giving you results on day one rather than after a months-long study.

We're not sure we're ready for AI. Is this an AI readiness assessment?

Yes. Opportunity Discovery doubles as an AI readiness assessment: it evaluates your data, processes, and team against concrete, high-value use cases instead of abstract maturity scores. You come away knowing exactly which opportunities are ready to ship now and which need groundwork first.

Do we have to commit to a large project afterwards?

No. Discovery is a self-contained engagement that leaves you with a prioritized roadmap and a working proof-of-concept you own. Many clients continue with us on managed engineering or upskilling, but there is no lock-in — the deliverables stand on their own.

Schedule a Meeting

Ready to identify high-impact AI and analytics opportunities within your organization? Our experts are here to guide you through a tailored discovery process that aligns with your business goals.

Schedule a meeting with us.

Publications

Print and digital publications on Enterprise AI, including e-books and whitepapers from Supertype's team of experts. These are print-friendly and can be downloaded for offline reading. Latest publications include:

Building Search Engines in the Age of AI
Blueprints from Agentic Patterns (2026)
The Enterprise AI Agentic Stack (2026)

Supertype Notes

Supertype Notes is a collection of field notes, technical essays and article series on enterprise analytics, machine learning, and data science. We welcome contributions from practitioners working on real-world analytics and AI systems.