comparison

Sekura vs manual penetration testing

How Sekura differs from a human pentester: manual pentests are point-in-time, $30k–$150k per cycle, take weeks; Sekura runs continuously across the whole attack surface and updates as your environment changes. Comparison and hybrid recommendation.

TL;DR

Manual penetration testing is a point-in-time engagement by a human pentester (or team). It is highly customised, slow, and expensive. Sekura is a continuous autonomous platform that runs the same exploit-first methodology against the entire attack surface, every push, every hour, at a fraction of the per-cycle cost. The two are complementary: manual pentests still set the methodology; Sekura runs the methodology continuously.

	Manual pentest	Sekura
Cadence	Annual, sometimes quarterly	Continuous — every push, every PR, scheduled crawls
Cost per engagement	$30,000 – $150,000	A fraction of a single manual engagement, billed continuously
Time from start to report	2 – 6 weeks	Minutes per scan
Coverage	A scoped portion of the attack surface	The full attack surface, every cycle
Output	Narrative PDF report, often gated by sign-off	Live findings in dashboard + SARIF + PR review comments
Reproducibility	Hand-written payloads in the report appendix	Deterministic proof-of-exploit attached to every finding
Adaptation to environment change	Stale the day a deploy ships	Re-runs on every change
Compliance	Required by SOC 2, PCI DSS, etc. as a baseline	Maps findings to the same frameworks; treated by some auditors as supplementary, not a substitute

What manual pentests do well

A senior human pentester brings judgment that no automated system has yet matched:

Business-logic flaws that require understanding the application's domain model — e.g. "this discount-stacking flow lets you reach a negative price by combining two coupons." Sekura's chain analysis catches some of these, but a human will still find more nuanced cases.
Social-engineering / physical-security adjacent attacks (badge cloning, phishing rehearsals, on-site reconnaissance) that are outside Sekura's scope by design.
Hand-crafted narrative reports for executive and board audiences.
The compliance signature. Some compliance regimes (PCI DSS Requirement 11, certain SOC 2 audits, FedRAMP) still require a named pentester to sign the report.

Where manual pentests fall short

Point-in-time. The report is accurate on the day it is published. Anything you ship after the engagement is unscanned until the next cycle.
Cost per cycle limits cadence. At $30k–$150k per engagement, even well-funded security teams run them once or twice a year.
Scope concentration. Time-boxed engagements force the tester to focus on a few applications. The long tail of internal services is rarely covered.
Triage opacity. Findings arrive as a narrative; the engineering team has to reconstruct the exploit to verify and fix.

Where Sekura fits

Sekura runs the same methodology a human pentester would — recon, hypothesis, exploit, proof — on a continuous schedule, against the entire attack surface, with a deterministic payload attached to every finding. It captures:

Common vulnerability classes (injection, deserialisation, SSRF, auth bypass, IDOR, file inclusion, etc.).
Multi-step exploit chains discovered by the chain-analysis agents.
LLM-security issues (prompt injection, jailbreak, data exfiltration) for AI-integrated applications.
Post-quantum cryptography exposure — crypto-agility audits flagging quantum-vulnerable algorithms.

What Sekura does not try to replace:

Highly creative business-logic exploration by a senior tester.
Physical / social-engineering testing.
The signed report that some compliance regimes still require.

Recommended hybrid model

For most modern engineering teams:

Run Sekura continuously — every push, every PR, every hour.
Engage a human pentester annually for the deep business-logic + compliance-signature work. Hand them the Sekura dashboard so they start at the boundary of what automation has already covered, not at zero.
Map Sekura findings to compliance frameworks (SOC 2, ISO 27001, HIPAA, PCI DSS, NIST CSF, NIST 800-53, GDPR, CCPA, FedRAMP, HITRUST, FFIEC, CIS, GLBA, CMMC) for ongoing audit prep.

This gives you continuous coverage at a fraction of the per-cycle cost of pentesting alone, with the human engagement reserved for the work humans are still uniquely good at.