AI-Powered

AI Investment Intelligence

Our AI agents analyze your LLM investments to calculate ROI and generate strategic recommendations. Know your AI ROI, get fund/kill decisions, and prove value to the board.

AI Investment Intelligence

Executive-ready AI investment insights

How It Works

Signals-first architecture: SDK captures → Agents analyze → Executives validate

1

SDK Captures Signals

Every LLM call enriched with context, quality, and business signals

2

Agent Analyzes

AI agents read signals and generate findings using specialized tools

3

ROI Calculated

Agent calculates business value with evidence and confidence scores

4

Executives Validate

HITL approval for high-impact decisions

5

Executive Reports

Executive-ready insights for stakeholders

Two Intelligence Services

Strategic intelligence for executives making AI investment decisions

AI Strategy Agent

"Your AI ROI is 2.3x. Here's what to fund and what to kill."

Our AI Strategy Agent analyzes your LLM signals and cost data to calculate ROI and generate optimization recommendations. Automatic value measurement—no manual analysis required.

What the agent delivers

  • ROI Calculation: Automatic ROI measurement by project, team, and use case with trend analysis
  • Fund/Kill Recommendations: AI-generated recommendations with estimated savings, evidence, and confidence scores
  • Optimization Playbooks: Specific action items to reduce costs and improve value
  • Executive Reports: Executive summaries for board presentations

Data Readiness Agent

"Your readiness score is 68/100. Fix this before you invest."

Consultation-first model: we NEVER access your data. Agent generates SQL templates and scoring rubrics. You run queries in your environment. Agent analyzes results and delivers executive recommendations.

What the agent delivers

  • Assessment Kit: SQL templates tailored to your platform (Snowflake, BigQuery, Databricks, etc.) and use case
  • 6-Dimension Scoring: Schema health, label coverage, volume, feature completeness, freshness, bias scores (0-100)
  • Failure Risk Assessment: MIT Study: 95% of GenAI pilots fail, 43% cite data quality. We predict your risk.
  • Remediation Roadmap: Priority-ordered fixes with effort estimates and ROI projections

Human-in-the-Loop

Agents propose, executives approve critical decisions

Our agents trigger human review for high-impact recommendations. Full audit trail, checkpoint/resume for long analyses, and rollback capabilities built-in.

HITL Triggers

High-impact decisions

Approval workflow for high-value recommendations

Audit Trail

Full reasoning

Every agent decision logged with evidence and confidence scores

Executive-Ready

Executive reports

Summaries for quarterly board presentations

Assessment Details

AI Strategy Agent

Know your AI ROI. Get fund/kill recommendations.

Our AI Strategy Agent analyzes your LLM signals and cost data to calculate ROI and generate optimization recommendations. Automatic value measurement—no manual analysis required.

Ideal for

Executives who need to justify AI investments to the board and VPs who need to make fund/kill decisions with data.

What the agent delivers

  • ROI Calculation:Automatic ROI measurement by project, team, and use case with trend analysis
  • Fund/Kill Recommendations:AI-generated recommendations with estimated savings, evidence, and confidence scores
  • Optimization Playbooks:Specific action items to reduce costs and improve value
  • Executive Reports:Executive summaries for board presentations

Typical outcomes

  • ROI visibility: "Your AI ROI is 2.3x"
  • Agent-calculated cost savings (typically 20-40% reduction)
  • Signal-based evidence for every recommendation
  • Full audit trail of agent reasoning

Data Readiness Agent

Know if your AI project will succeed before you invest.

Consultation-first model: we NEVER access your data. Agent generates SQL templates and scoring rubrics. You run queries in your environment. Agent analyzes results and delivers executive recommendations.

Ideal for

Teams launching AI/ML projects who need to validate data readiness without exposing sensitive data to third parties.

What the agent delivers

  • Assessment Kit:SQL templates tailored to your platform (Snowflake, BigQuery, Databricks, etc.) and use case
  • 6-Dimension Scoring:Schema health, label coverage, volume, feature completeness, freshness, bias scores (0-100)
  • Failure Risk Assessment:MIT Study: 95% of GenAI pilots fail, 43% cite data quality. We predict your risk.
  • Remediation Roadmap:Priority-ordered fixes with effort estimates and ROI projections

Typical outcomes

  • Readiness score: "Your data readiness is 68/100"
  • Failure risk assessment (high/moderate/low)
  • Executive-ready deliverables
  • Prioritized remediation roadmap with ROI

Performance Metrics

Measurable outcomes from AI Investment Intelligence

Signal Capture

Automatic

Every LLM call enriched with context and business signals

ROI Visibility

Complete

Full visibility into AI investment returns by project and team

HITL Workflow

Built-in

Human approval workflow for high-impact recommendations

Audit Trail

Full

Every agent decision logged with evidence and reasoning

6-Dimension Scoring

Comprehensive

Schema health, labels, volume, features, freshness, bias

Executive Reports

One-click

Summaries ready for board presentations

Stop Guessing About AI ROI

Get executive-ready AI investment intelligence. Our AI agents deliver the strategic analysis you need to make confident decisions.

Contact dev@notionalpha.com

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