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Opportunity Viability Assessment Agent

Assesses client or prospect requirements to determine opportunity feasibility by evaluating alignment with technology, workforce capacity, and skills.

About the Agent

The Opportunity Viability Analyzer is a ZBrain developed solution built to evaluate the feasibility and profitability of potential deals or projects. Many organizations often struggle with allocating resources to opportunities that later prove unprofitable or misaligned with capabilities. Without a structured way to assess technical and operational readiness, businesses risk overextending resources, missing deadlines, and undermining client trust.

The agent addresses these challenges by thoroughly reviewing opportunity requirements and mapping them against the organization’s resources, technical expertise, and delivery capacity. It uses LLM-driven assessments to evaluate alignment with the technology stack, detect infrastructure or integration gaps, and measure scalability for future growth. At the same time, it analyzes workforce capacity, skill availability, and cross-team readiness to ensure resources are positioned for successful execution.

By consolidating these insights into a single decision-making framework, the Opportunity Viability Analyzer Agent empowers leadership teams to prioritize high-value, achievable opportunities. This reduces risk, streamlines investments, and ensures that accepted projects are both strategically aligned and operationally sound, ultimately driving stronger client outcomes and long-term profitability.

Accuracy
TBD

Speed
TBD

Input Data Set

Sample of data set required for Opportunity Viability Assessment Agent:

Opportunity Details

  • Opportunity ID: OPP-2025-0091
  • Opportunity Name: Next-Gen Digital Banking Suite
  • Client Industry: Financial Services
  • Estimated Project Value (USD): 7,200,000
  • Expected Duration (Months): 12
  • Geographical Scope: North America & Europe
  • Strategic Priority Level: High
  • Submission Date: 2025-08-14

Client Meeting Transcript — Orion Capital Bank

Date: August 10, 2025
Participants:

  • John McAllister — Chief Technology Officer, Orion Capital Bank
  • Sarah Patel — VP of Digital Transformation, Orion Capital Bank
  • David Chen — COO, Orion Capital Bank
  • Elena Roberts — Head of Enterprise Delivery, ZBrain Solutions
  • Marcus Hill — CTO, ZBrain Solutions

John McAllister (Orion CTO):
We’re looking for a partner to help us build a next-generation digital banking suite. The market is moving fast — mobile-first, AI-enabled, and hyper-personalized experiences are now table stakes. We want to be ahead of that curve.

Sarah Patel (Orion VP):
Exactly. Customers expect 24/7, frictionless access to their accounts, faster payments, predictive insights, and absolute trust in data security. Our existing platform is dated, difficult to scale, and not flexible enough to integrate emerging technologies.

David Chen (Orion COO):
From an operational standpoint, we need the new platform to roll out in 12 months for core functionality. Beyond that, we can expand features incrementally. We’ll need global compliance — US regulations, EU GDPR, PSD2 — and seamless integration with SWIFT and SEPA.

Elena Roberts (ZBrain Head of Delivery):
Understood. In terms of scope, will this include AI-driven fraud detection, predictive analytics for customer behavior, and advanced authentication methods?

Sarah Patel:
Yes — all of that. Fraud detection is a must-have from day one. Predictive analytics can come in phase two if necessary, but authentication needs to be best-in-class from launch.

Marcus Hill (ZBrain CTO):
Can you clarify your current system dependencies? Are we working with any legacy core banking systems, or is this a complete greenfield project?

John McAllister:
We have a legacy core that we’re keeping for now. We’ll need robust APIs to integrate with it. Also, we have some in-house services — KYC, AML — that we want to reuse.

David Chen:
And just to flag — the project must maintain a 99.99% uptime SLA. Also, the customer service function needs to be multilingual, as we serve clients across Europe and parts of North America.

Sarah Patel:
On the infrastructure side, we’re open to cloud deployment. AWS is preferred because we already have compliance programs in place, but Azure is possible if there’s a strategic reason.

Elena Roberts:
Got it. Any concerns about internal resource capacity from your side?

David Chen:
We’ll have a small in-house project management team, but most of the heavy lifting will be on your side.

Marcus Hill:
Thanks, that’s clear. We’ll run this through our Opportunity Viability Analyzer, which will take these high-level details, generate a full technical and operational requirement set, compare it against our current capabilities, and then give a viability score and recommendation.

John McAllister:
Perfect. We need that assessment before we take this to our board.

Deliverable Example

Sample output delivered by the Opportunity Viability Assessment Agent:

Summary Assessment

Overall Viability Score: 82/100 — High Feasibility


Derived Technical Requirements

  • Real-time payments processing (ISO 20022 compliance)
  • AI-driven fraud detection algorithms
  • Mobile-first user interface for iOS & Android
  • Integration with SWIFT and SEPA payment networks
  • Cloud deployment (AWS preferred for regional compliance)
  • Multi-factor authentication & biometric login
  • Advanced analytics dashboard for transaction insights

Derived Operational Requirements

  • 24/7 secure customer service across 3 time zones
  • SOC 2 Type II and PCI DSS compliance
  • 6-month rollout for MVP features
  • End-user onboarding program for 10,000+ customers
  • Redundant hosting for 99.99% uptime SLA

Viability Analysis

Factor Score (0-10) Notes
Tech Stack Compatibility 9 Strong match with AWS-based banking microservices.
Integration Complexity 7 Payment network integration straightforward; compliance checks needed.
Scalability Potential 8 Current infrastructure supports projected growth.
Workforce Readiness 7 Engineering bandwidth acceptable; minor PM load constraints.
Compliance Alignment 9 Current certifications and controls already in place.

Risk Assessment

  • Medium: Limited PM capacity may delay milestones if multiple projects overlap.
  • Low: Integration risks manageable with pre-certified banking connectors.

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