AssessmentOct 12, 2025

AI Fit Evaluation

"Assessed AI potential for customer service: high volume repetitive queries, suitable for automation."

RecommendationNov 05, 2025

Stack Selection

"Recommended TensorFlow for ML pipeline, with GenAI fallback for complex reasoning tasks."

ROIToday

Investment Analysis

"Projected 300% ROI in 18 months with 40% efficiency gains in customer service operations."

AI Initiatives
ROI Analysis

Evaluate AI fit, choose stacks, assess agentic AI, and calculate ROI with structured decision support.

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Everything you need to evaluate AI

Powerful features that guide AI adoption decisions, designed for corporate professionals.

AI Fit Assessment

Evaluate if AI aligns with your business problems and assess data availability and potential impact.

Structured Evaluations

Smart templates guide you through AI vs ML decisions, stack recommendations, and ROI calculations.

Private & Secure

End-to-end encryption. Your AI evaluations belong to you, stored securely and never shared.

Evaluation History

Track AI decisions over time. All your evaluation context at your fingertips for future projects.

Contextual Search

Don't just search keywords. Ask questions like 'What was our ROI projection for customer service AI?'

ROI Tracking

Calculate and track AI investment returns. Get alerts when projections need re-evaluation.

Meeting Recording

Record AI evaluation meetings. AI transcribes and creates structured assessment memories automatically.

Built for AI Professionals

Made specifically for corporate professionals who need to evaluate AI adoption across business problems.

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For CTOs

Evaluate AI fit across business problems. Never lose track of "why" you chose specific stacks or approaches.

🎯 AI Assessment

"Customer service AI: High fit due to repetitive queries. Recommended GenAI over traditional ML."

For Product Managers

Track AI adoption decisions and ROI across product roadmap. Understand why certain AI approaches succeeded or failed.

πŸ“Š ROI Tracking

"Chatbot implementation: 40% cost reduction in support tickets. GenAI approach justified by scale."

For AI Consultants

Provide evidence-based AI recommendations. Track client decisions and maintain institutional knowledge.

πŸ’Ό Client Work

"Client X: Recommended agentic AI for supply chain optimization. Decision: Approved. Follow-up in 3 months."

How Unvios works

Three simple steps to never forget again

1
πŸ’­

Log Decisions

Explicitly log your decisions, assumptions, and rationale. "We are doing X because Y."

πŸ’‘ Rationale β€’ πŸ§ͺ Assumptions β€’ 🎯 Confidence
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πŸ€–

AI Connects

Our AI links new decisions to past context, detecting contradictions and related assumptions.

πŸ”— Linking β€’ ⚠️ Conflicts β€’ πŸ•ΈοΈ Graph
3
✨

Resurface

Unvios proactively surfaces relevant context when you need it, not just when you search.

πŸ”” Alerts β€’ πŸ“… Reviews β€’ 🧠 Context

Why Unvios?

Stop juggling apps. Start remembering everything.

πŸ“ Notes App
πŸ“‹ To-Do App
πŸ—‚οΈ Bookmark App
✨ Unvios

Traditional Notes Apps

  • βœ•
    Passive storage only
  • βœ•
    No decision structure
  • βœ•
    Context is lost in time
  • βœ•
    Just text, no logic
  • βœ•
    Zero proactive insights
BEST CHOICE

Unvios

  • Proactive resurfacing
  • Structured Decision Logs
  • Assumption Tracking
  • Project-based Memory
  • Cognitive Leverage

The Cost of Lost Context

Every time you switch projects or revisit old code, you pay a "context tax." Unvios eliminates this by keeping your decision history alive and accessible.

πŸ“‰

The "Why did I do this?" Loop

Wasting hours re-learning why you chose a specific library or architecture pattern 6 months ago.

πŸ”„

Repeated Mistakes

Making the same wrong assumption twice because the first failure wasn't explicitly logged.

🧩

Fragmented Knowledge

Critical project context scattered across Slack, Notion, and mental notes, impossible to query.

Without Unvios
"Wait, why did we switch away from Redis for this feature last year? I think there was a bug... or was it cost?"
↓
With Unvios
Unvios MemoryOct 12, 2024

Decision: Migrated off Redis due to persistence issues on the free tier.

Rationale: We need durable storage for job queues without managing snapshots manually.

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"Unvios helped us evaluate 5 different AI approaches for our customer service. We chose GenAI over traditional ML and saw 40% efficiency gains in 3 months."

Jennifer Walsh
VP of Product

"As CTO, I needed evidence-based AI recommendations. Unvios tracked our evaluation process and justified our $2M AI investment with clear ROI projections."

David Kim
Chief Technology Officer

"I consult for Fortune 500 companies on AI adoption. Unvios maintains institutional knowledge across client engagements and prevents recommendation drift."

Maria Santos
AI Strategy Consultant

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