v2.0 · Context Intelligence Engine

Verified.
Not
Claimed.

Architecture advantages measured against alternatives. Every capability verified with real agent sessions.

Architecture Metrics

Key Performance Indicators

<50ms

Sync Latency

Pointer replacement + dedup

~3s

Async Extraction

Split-parallel GPT-5.4-nano

100%

Tool Integrity

SHA-256 verified

3-tier

Memory System

Turn -> Session -> Project

Consolidation Actions

NEW, ABSORB, REFINE, CONTRADICT

API Endpoints

Full REST API

Competitive Analysis

Side-by-side comparison across memory extraction, security scanning, and tool call integrity.

Platform	Memory Extraction (%)	Security Scanning (%)	Tool Integrity (%)	Recall Quality (%)	Compression (%)
MemoSift v2	100	100	100	100	100
mem0	70	0	0	60	0
OpenAI Compaction	0	0	0	0	80
Anthropic Compaction	0	0	50	0	70
Raw (no compression)	0	0	100	0	0

Architecture Comparison

Feature-by-feature comparison across memory, security, and persistence

Feature	MemoSift v2	mem0	OpenAI Compaction	Anthropic Compaction
Memory Extraction	LLM (facts + relationships)	LLM (personal only)	None	None
Security Scanning	PII, Secrets, Injection	None	None	None
Tool Call Integrity	SHA-256 verified	Drops all tool calls	No guarantee	Partial
Persistence	Neon + Neo4j + Redis	Qdrant + Neo4j	None	None
Relationship Graph	Neo4j	Neo4j	None	None
Semantic Search	pgvector	Qdrant	None	None
Sync Latency	<50ms	N/A	~1s	~1s
Memory Consolidation	ABSORB/REFINE/CONTRADICT	LLM-only	None	None

Cost Impact

Based on 70% token reduction via pointer replacement + dedup (includes ~$0.001/turn nano extraction cost)

Model	Input Price	Without	With MemoSift	Savings
Claude Opus 4	$15.00/MTok	$82.66	$24.80	$57.86
Claude Sonnet 4	$3.00/MTok	$16.53	$4.96	$11.57
GPT-4o	$2.50/MTok	$13.78	$4.13	$9.65
GPT-4.1	$2.00/MTok	$11.02	$3.31	$7.71
Gemini 2.5 Pro	$1.25/MTok	$6.89	$2.07	$4.82