41 Algorithms & Analysearch
41-algorithm framework with staged rollout across 9 tiers, separating public SDK verification from enterprise runtime validation and benchmark scope.
41
Algorithms
9
Capability Tiers
4
Analysearch Modes
0.3% benchmark
Benchmark Scope
Analysearch Intent Engine
Test Analysearch directly — select Quick, Standard, Deep, or Mirror mode to see the full execution pipeline and simulated output at each reasoning depth.
41 algorithms, one intent surface
This page shows how the capability groups work together, from intent interpretation to verified decision support.
The 9-Tier Architecture
The 41 algorithms are grouped into 9 capability tiers. This public page uses public sdk verification lane for claims tied to the open release path and enterprise runtime snapshot when referring to the broader runtime footprint.
Try Analysearch Interactively
Enter a question or select an example query, then switch modes to observe how the execution trace changes with reasoning depth. (Results shown are a simulation — not a live backend connection.)
Quick Mode
Intent parsing, normalization, token discipline, and baseline routing used across every workflow.
Entity detection, context classification, semantic tagging, and pattern recognition for incoming tasks.
Structured reasoning strategies that expand, compare, and validate alternative solution paths.
Task-to-model coordination that selects the best reasoning surface for speed, cost, and quality.
Consensus, hallucination checks, evidence scoring, and quality gates for production responses.
Compression, semantic indexing, retrieval, and continuity logic that preserve context across sessions.
System behaviors that personalize output, tune execution, and learn from repeated enterprise use cases.
Mechanisms that connect signals from multiple disciplines to produce more useful insights.
Longer-horizon planning, constraint handling, and governed autonomous execution for complex workflows.
Analysearch
A hybrid methodology that seamlessly combines analytical processing with research-grade synthesis across 4 distinct modes.
Quick
Instant responses for straightforward queries
Standard
Balanced analysis with multi-source validation
Deep
Thorough cross-domain synthesis and research-grade output
Mirror
Reflective self-evaluation for maximum accuracy