Integrated Reasoning
High riskIntegrated Reasoning builds efficient computer processors that are tailored to the memory access patterns of Karp's 21 NP-complete problems. We’re making it 100x - 10,000x faster to perform computations like scheduling airline pilots or optimizing packing layouts for shipping containers. We recently launched Isofold, an optimizing proxy for BigQuery, AWS Aurora, and Snowflake, that uses logical rewrites to cut query costs by 25%.
High risk. Significant audit integrity concerns detected. Recommend obtaining an independent compliance assessment before vendor engagement.
Grade: D
Dimensions
4
Scored across governance, coverage, security, and transparency.
Flagged signals
4
36% of all recorded signals are negative.
Observation period
May 14, 2025 - August 14, 2025
1 audit report referenced.
Trust score
39
Grade D • High risk
39%
Primary concern
Audit database match
Strongest signal
Web presence
Signal composition
Flags
4
Neutral
4
Positive
3
Analysis
Weighted score breakdown
Contribution shows approximate points each dimension adds to the overall score.
Audit Integrity
Impact:HighWeight 35%
15 / 100
5.3 pts contribution
Compliance Coverage
Impact:MediumWeight 25%
35 / 100
8.8 pts contribution
Infrastructure & Security
Impact:MediumWeight 20%
75 / 100
15 pts contribution
Transparency & Governance
Impact:MediumWeight 20%
50 / 100
10 pts contribution
Signal distribution by dimension
Shows where risk evidence is concentrated across the audit dimensions.
Audit Integrity
3 signals
Flags 3
Neutral 0
Positive 0
Compliance Coverage
2 signals
Flags 0
Neutral 2
Positive 0
Infrastructure & Security
3 signals
Flags 0
Neutral 1
Positive 2
Transparency & Governance
3 signals
Flags 1
Neutral 1
Positive 1
Highlights
Top risks
Audit database match
Company found in leaked database of template-based audit reports
Audit Integrity
Type 2 report flagged
Type 2 reports require observation period testing - template usage is more concerning here
Audit Integrity
Auditor credibility
Audit performed by firm flagged for systematic template reuse
Audit Integrity
Positive indicators
Web presence
Company maintains a public website
Infrastructure & Security
Transport encryption
Website configured with HTTPS
Infrastructure & Security
Legal entity identified
Registered as "Integrated Reasoning, Inc."
Transparency & Governance
Details
Company details
- Website
- integrated-reasoning.com
- Legal name
- Integrated Reasoning, Inc.
- Observation period
- May 14, 2025 - August 14, 2025
- Report types
- SOC 2 Type 2
- Infrastructure
- Fly.io
Assessment notes
Public footprint
Public website and branded presence are available for validation.
Coverage view
4 scored dimensions with 11 supporting signals were analyzed.
Analyst takeaway
High risk. Significant audit integrity concerns detected. Recommend obtaining an independent compliance assessment before vendor engagement.
Evidence
Dimension evidence
Detailed evidence behind each dimension score and its underlying signals.
Audit Integrity
Impact: HighScore: CriticalWeight: 35% • Signals: 3
15 / 100
Signals (3)
- FlagAudit database matchCompany found in leaked database of template-based audit reports
- FlagType 2 report flaggedType 2 reports require observation period testing - template usage is more concerning here
- FlagAuditor credibilityAudit performed by firm flagged for systematic template reuse
Compliance Coverage
Impact: MediumScore: HighWeight: 25% • Signals: 2
35 / 100
Signals (2)
- InfoSingle frameworkSOC 2 report found, from a flagged source
- InfoReport recencyReports dated within Jan-Dec 2025 observation window
Infrastructure & Security
Impact: MediumScore: MediumWeight: 20% • Signals: 3
75 / 100
Signals (3)
- GoodWeb presenceCompany maintains a public website
- GoodTransport encryptionWebsite configured with HTTPS
- InfoCloud infrastructureHosted on Fly.io
Transparency & Governance
Impact: MediumScore: HighWeight: 20% • Signals: 3
50 / 100
Signals (3)
- GoodLegal entity identifiedRegistered as "Integrated Reasoning, Inc."
- InfoService description availableSystem description found in audit reports
- FlagException reportingZero exceptions reported across all audit periods - statistically improbable, suggests inadequate testing
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