Deterministic Cloud & Infrastructure Intelligence

Know what’s broken, what it costs, and who owns the fix.

Most cloud tools flood teams with noisy alert lists or probabilistic AI scores. TattvaLens evaluates your cloud infrastructure against deterministic rules—mapping every issue to its true blast radius, exact dollar waste, resource owner, and required approver.

Sample Assessment Report
demo-workload-prod

Architecture Grade

High risk exposure detected.

D
Security Risks
14Critical
Cost Waste
$4.8k/ mo
Relationships
1.2kMapped
Action Plans
42Assigned
Audit-Ready & Fully Traceable
100% Agentless
Read-Only IAM
Deterministic Core (No LLM Inference)
Explainable & Audit-Ready
Assessment in < 5 Min
The LENS Pipeline & Action Intelligence

From Raw Infrastructure State to Decision-Ready Execution

TattvaLens converts collected cloud state through explicit evaluation stages—enriching intermediate findings with ownership, context, and approvers.

1. Bootstrap & Ingest

Agentless collection of raw resource & configuration state via Read-Only IAM role.

2. Resource Evaluation

Deterministic rule evaluation across Cost, Security, and Governance—100% auditable.

3. Context & Ownership

Resolves relationships, exposure paths, tags, and explicit team ownership.

4. Risk & Decision Framing

Unified scoring model prioritizes findings by true blast radius and financial waste.

5. Action Mapping

Terminal decision state: exact CLI fix, responsible owner, and required approver.

The Systems Intelligence Difference

Built on Tattvora’s 5 Intelligence Principles

Intelligence is not a marketing buzzword—it is a rigorous processing discipline. Every finding traces directly to explicit data and deterministic rules.

01

Derived, Not Generated

Outputs are computed from explicit logic and ingested state—never predicted by probabilistic models or LLMs.

02

Explainable by Construction

Every finding traces to its exact rule, threshold, and raw data point for seamless compliance and security audits.

03

Ownership over Observation

A finding is incomplete if it doesn't resolve who owns the resource, who fixes it, and who approves the change.

04

Cost Discipline

No per-finding inference tax. Deterministic evaluation keeps compute footprints and enterprise pricing predictable.

05

Extend by Rule

Coverage expands continuously through rule registry updates rather than costly model retraining or fine-tuning.

Contextual Prioritization Engine

How TattvaLens Eliminates Alert Fatigue

Context-Aware Triage • Actionable Intelligence

Traditional scanners overwhelm teams with hundreds of disconnected, unranked alert dumps. TattvaLens correlates raw configuration signals with live network topology, blast radius, and resource ownership—delivering prioritized, actionable resolutions.

01 • DetectionMulti-Vector Signals

Continuously scans security misconfigurations, idle compute, unattached storage, and IAM drift.

Unified Telemetry
02 • TopologyResource Context

Maps upstream/downstream dependencies, attached workloads, and squad ownership attribution.

Blast Radius Mapped
03 • ExposureReachability Analysis

Verifies active network routes to separate isolated internal assets from exposed internet entry points.

Perimeter Verified
04 • RankingContextual Priority

Tunnels critical perimeter risks and high-dollar waste to the top while suppressing non-actionable noise.

P1 / P2 / P3 Tiers
05 • ExecutionActionable Remediation

Generates verified CLI commands, IaC snippets, and assigns tasks directly to the owning engineering squad.

Assigned & Resolved
NO FALSE ALARMS
Network Path Validation

Vulnerabilities on isolated private resources are treated with appropriate context rather than waking on-call engineers with false-positive criticals.

AUDITABLE
Explainable Compliance Map

Every prioritized finding maps directly to CIS AWS Benchmarks, SOC 2, and ISO 27001 controls with complete audit provenance.

Why Disjointed Tools Fail

TattvaLens polls native AWS APIs to build a relational state model, removing the need for manual correlation across Security Hub and Cost Explorer.

Traditional Approach

Separate findings
Individual dashboards
Manual investigation
Reactive prioritization

TattvaLens Intelligence

Graph relationships
Correlated intelligence
Risk prioritization
Executive assessment
Engineering recommendations

See What You'll Get: Action Intelligence

We don't just say "this is misconfigured." TattvaLens resolves the exact remediation, who owns the resource, and who needs to approve the change.

Assessment Deliverables

  • Executive PDF Report
  • Prioritized Findings
  • Cost Savings & Waste Quantification
  • Compliance & Policy Mapping
  • Decision-Ready Remediation Steps
  • Ownership & Approver Attribution
Publicly Accessible RDS Cluster
Critical

A production database containing PII is exposed to the internet via an overly permissive Security Group rule (port 3306 open to 0.0.0.0/0).

Owner: Data Platform TeamApprover: Lead Security Architect
Graph Correlation Fix: < 5 minsView Remediation
S3 Bucket Missing Public Access Block
High

The bucket `tattvalens-prod-billing` is missing block public access configurations, potentially exposing billing records.

Owner: Billing & FinOpsApprover: SecOps Lead
Resource Policy Remediation stepsView Remediation

Context-Aware Cloud Intelligence

TattvaLens connects the dots across your entire infrastructure, turning raw data into confident engineering execution.

Cloud Discovery

Instantly map your entire AWS footprint without agents.

Security Intelligence

Identify critical misconfigurations before they are exploited.

Cost Intelligence

Uncover hidden architectural waste and forecast precise monthly savings.

Governance Intelligence

Maximize resource attribution and enforce compliance guardrails.

Risk Intelligence

Prioritize findings by actual blast radius, not just generic severity scores.

Executive Reporting

Generate actionable, boardroom-ready reports in seconds.

40+
AWS Services Supported
5+
Compliance Frameworks
500+
Architecture Rules in Registry
FOUNDING DESIGN PARTNER PROGRAM — 2026 COHORT

Founding Design Partner Program

Collaborate directly with the founding engineering team, influence our product roadmap, and secure exclusive lifetime founding privileges.

  • 50% lifetime discount on all enterprise & annual tiers
  • Direct Slack / Discord channel with core engineering team
  • Early access to next-gen continuous compliance & cost intelligence
  • Tailored rule engines & custom cloud architecture integrations
  • Priority feature requests and weekly roadmap reviews
Founding Partner Terms
Early Access & Pilot
Free Pilot Period

Zero platform fees during beta + 50% locked-in lifetime discount upon General Availability.

  • Free Comprehensive Architecture Audit
  • 1-on-1 Founder & Architect Onboarding
  • Private Engineering Slack / Discord Channel
  • Tailored Rules for Your Cloud Stack

Applications are reviewed on a rolling basis for AWS & Kubernetes environments.

Frequently Asked Questions

No. TattvaLens's core evaluation is 100% deterministic and rule-based. No finding, risk score, or recommendation is generated via probabilistic model inference. Every conclusion traces to explicit code, rules, and real cloud configuration state—ensuring full auditability, reproducibility, and zero hallucinations.

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