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Decision Intelligence

DECISCOPE

Stop making decisions in the dark.

Decision intelligence for the command line. Multi-provider LLM support, decision memory, evidence-based reasoning, and cognitive bias detection. No dashboards. No clicking through 47 screens. Just answers.

9
LLM Providers
20+
Bias Detection
5
MCDA Methods
100%
Local-First
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One Command. Real Answers.

Decision intelligence without the complexity

deciscope - bash
$ deciscope ask "Should we migrate to Kubernetes?"

Decision Analysis: Strategic Migration Assessment

Recommendation: Proceed with phased migration

Evidence:
  [1] strategy-2024.pdf: "Container orchestration is a priority..."
  [2] team-skills.md: "3 engineers with K8s experience..."

Risk Score: Medium (0.45)
Confidence: 78% (based on 12 similar decisions)

Decision logged: [a1b2c3d4] - track outcome with `deciscope outcome`

System Architecture

Modular design with provider abstraction and persistent memory

USER INTERFACE CLI (Cobra) HTTP API Web Dashboard Mobile App REASONING ENGINE Decision Lens Classify & Extract Framework Selection Context Assembler Documents + History Relevance Scoring Multi-Step Reasoning Chain of Thought Stage Synthesis Evidence Binder Claim Extraction Source Linking PROVIDER REGISTRY Ollama llama.cpp Anthropic OpenAI OpenRouter Kimi Gemini Mistral Groq MEMORY LAYER (SQLite WAL) Decisions History & Outcomes Documents RAG Context Chunks Vector Search Timeline Analytics Config DOCUMENT INGESTION PDF DOCX Markdown Images (OCR) Audio Video Plain Text

Core Capabilities

Everything you need for evidence-based decision making

Decision Memory

Every decision logged with rationale and evidence. Learn from your history. Confidence decay flags old decisions for review.

Document Context (RAG)

Ingest PDFs, DOCX, images, audio, video. Semantic search finds relevant context automatically. Cites your actual documents.

Cognitive Bias Detection

Automatically detects 20+ cognitive biases including confirmation bias, sunk cost fallacy, anchoring, and status quo bias.

Risk Assessment

Quantified risk analysis with probability, impact, and mitigation strategies. Monte Carlo simulation for uncertainty.

What-If Scenarios

Simulate alternative outcomes before committing. Decision tree visualization in ASCII, SVG, or Mermaid formats.

Multi-Agent Workflows

Devil's Advocate, Risk Council, Structured Debate. Multiple AI perspectives challenge your assumptions.

Bayesian Analysis

Update beliefs with new evidence. Track posterior probabilities as outcomes unfold. Bayes factor reporting.

Multi-Criteria Analysis

MCDA with TOPSIS, PROMETHEE, ELECTRE, AHP, and Weighted Sum methods. Rank options across multiple criteria.

Outcome Tracking

ML-powered outcome prediction based on historical decisions. Success rate tracking and analytics dashboard.

9 LLM Providers

Local-first by default. Switch providers without changing your workflow.

Ollama

Local inference, no API costs

Default

llama.cpp

GGUF models, efficient inference

Local

Anthropic

Claude 3.5, complex reasoning

Cloud

OpenAI

GPT-4o, broad capabilities

Cloud

OpenRouter

100+ models, cost optimization

Cloud

Kimi

128K context, document analysis

Cloud

Gemini

Multimodal, Google ecosystem

Cloud

Mistral

European, efficient models

Cloud

Groq

Ultra-fast, lowest latency

Cloud

Multi-Platform Experience

CLI-first, with web and mobile companions

DECISCOPE Web Dashboard

Web Dashboard

Decision history, analytics, and team collaboration in a responsive web interface

DECISCOPE Mobile App

Mobile Companion

Quick decisions on the go with voice input and push notifications for outcome tracking

Advanced Capabilities

Sophisticated analysis for complex decisions

Monte Carlo Simulation

  • 10,000 iteration simulations
  • 8 distribution types (Normal, PERT, Beta, etc.)
  • VaR and probability of loss calculations
  • Confidence intervals and percentiles

Decision Dependencies

  • Track relationships between decisions
  • Cycle detection for circular dependencies
  • Export to Graphviz DOT format
  • Impact analysis for cascading changes

Decision Templates

  • Strategic Decision framework
  • Buy vs Build evaluation
  • Risk Assessment matrix
  • Prioritization (Impact x Effort)
  • Go/No-Go gate decisions

Constraint Modeling

  • Hard constraints (must satisfy)
  • Soft constraints (prefer to satisfy)
  • Resource constraints
  • Timeline constraints

Ready to decide with confidence?

Stop making decisions in the dark. DECISCOPE brings structured reasoning and evidence-based analysis to every choice.

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