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AI Architecture Intelligence for SaaS

See the real architecture behind any SaaS before you sign.

SystemsFlow turns a URL or repo into system maps, stack intelligence, delivery maturity, and diligence-ready insights you can trust.

Architecture + data flow diagrams
Stack intelligence with confidence scores
Delivery maturity + reliability signals
Security, compliance, and valuation scoring
Live Analysis
3m 12s runtime
Architecture snapshotConfidence 92%
Web + Mobile
Edge Gateway
Core API
Event Bus
Service Mesh
Data Lake
Scale Score
8.6/10
Queue + async workers
Risk Hotspots
3
Auth + data residency
Detected stack
Next.jsPostgreSQLRedisStripeVercelOpenAI
Signal Matrix

Map every layer that matters in technical diligence.

SystemsFlow fuses product surface, service topology, data flows, infrastructure, and delivery signals into a single architecture narrative your team can act on.

Surface + API entry points
Service ownership boundaries
Data residency + retention signals
Observability + incident readiness
Delivery cadence + CI/CD maturity
Security controls + compliance gaps
Signal coverage
Live
Architecture nodes
28 mapped
UI, API, workers, data
Stack confidence
88%
Frontend + infra resolved
Risk flags
4 surfaced
Auth, data, delivery
Delivery maturity 7.8
Data lineage 92%
Security posture 8/10
Infra cost risk low
Core Capabilities

Everything you need for technical diligence

Surface architecture realities fast. SystemsFlow correlates code, infrastructure, and product signals to produce decision-ready artifacts.

Architecture mapping

Generate system diagrams for services, data flows, and integrations within minutes.

Stack inference

Detect frameworks, databases, queues, observability tools, and hosting patterns automatically.

Risk scoring

Flag security gaps, compliance concerns, and operational bottlenecks with clear severity.

Data topology

Identify data stores, retention policies, and residency risks across the platform.

Performance potential

Estimate scalability, cost hotspots, and latency risk with benchmarks.

Decision briefs

Export a board-ready PDF with valuation ranges and next steps for diligence.

Live Preview

Test a SaaS product in seconds

Enter a product name and URL to see how SystemsFlow breaks down architecture, stack, and exposure points. Full reports unlock on sign-up.

URL + repo ingestion
Instant architecture diagram
Risk & opportunity highlights

Run a quick scan

Enter a product name and URL to preview the architecture signals we extract.

Preview
No signup required for preview

Architecture Preview

Awaiting input

Confidence 92%
Enter a product above to generate your architecture preview.
Full report locked
Unlock valuation, threat model, and action plan insights.
Workflow

From input to diligence-ready output

SystemsFlow walks your team through ingestion, AI synthesis, and executive-ready reporting — no manual spreadsheet wrangling required.

01

Ingest

Add a URL, repo, or deployment. We capture signals across code, infra, and product.

02

Synthesize

AI models map services, identify dependencies, and score operational risk.

03

Decide

Export board-ready artifacts with valuation guidance and next steps.

Ready for diligence?

Run your first SystemsFlow scan today

Start free with one evaluation, then upgrade for unlimited diligence workflows and team access.

Unlimited reports for Pro teams
Security + compliance red flag summaries
Architecture diagrams included
Exportable PDF and Notion-ready output