Mentat Commons

Designing decisions for collective intelligence

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AI Strategy & Decision Systems Design

Structuring ROI and action-based decision frameworks before writing code.

Published: 2026-08-01•Last Updated: 2026-08-07

What is this service?

Establish clear technical roadmaps, calculate ROI metrics, and outline algorithmic governance frameworks for your organization.

Who is this for?

CEOs, VP of Product, and engineering leadership looking to scope AI opportunities without wasting resources.

Pricing & Engagement

  • Starting from: ₹10,00,000
  • Typical range: ₹10,00,000 - ₹20,00,000
  • Pricing Model: Fixed-scope discovery sprint
  • Engagement timeline: 2 to 4 weeks

Typical Problems We Resolve

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Uncertainty around LLM cost structures and performance tradeoffs.

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Vanity dashboard waste where metrics do not drive action.

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Unrealistic AI expectations leading to failed product experiments.

Key Deliverables

Decision-Action Tree Mapping Document
Algorithmic ROI & Cost Estimation Model
3-Tier AI Strategy Roadmap (Short, Medium, Long term)

Technology Stack

PythondbtTableauOpenAI APIHugging Face

Expected Outcomes

✓

Elimination of vanity dashboards and 30% reduction in decision cycles.

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Accurate annual AI operational budget forecasts.

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Clear build-vs-buy decisions for model layers.

Next Steps & Engagement

Book a 15-minute technical discovery call directly via our Calendly scheduler to review your current data contracts and decision nodes.