At a Glance
- Agent: CodeSec AI-Report: AI-assisted report generation for pentest and audit findings
- Formats: PDF (executive + technical), Excel finding register, framework-mapped evidence packs
- Frameworks supported: OWASP Top 10, OWASP API Top 10, NIST CSF, ISO 27001, PCI DSS, RBI, SOC 2, DPDP
- Operating model: AI drafts; consultant reviews and signs off; client-branded report delivered
- Pairs with: All Codesecure pentest, audit and compliance services
- Status: Internal tooling supporting Codesecure engagements; early-access for clients on request
What is CodeSec AI-Report Agent?
CodeSec AI-Report is an AI-assisted reporting agent that converts validated security findings into the structured deliverables that clients, auditors and certification bodies actually need: executive PDF summaries, technical PDF deep-dives, Excel finding registers, and framework-mapped evidence packs. The agent removes the slow "write up the report" tail from every engagement.
A Codesecure consultant reviews every report before delivery. The AI handles structure, language consistency, framework mapping and formatting. The consultant ensures technical accuracy, business context and remediation appropriateness. The end product is a Codesecure-quality report delivered to you faster, in your preferred branding and aligned to the compliance regime that matters to you.
Why It Matters
Reporting is the slowest part of most security engagements. A 10-day pentest can generate 3-5 days of reporting work: writing up findings, structuring an executive summary, mapping to frameworks for compliance audits, building an Excel register for the client tracker, customising branding. Most of this is structural work that AI can draft well and a consultant can polish in a fraction of the time.
Reports are also where clients judge engagement quality. A great pentest can land badly if the report is unclear, inconsistent in language, missing framework mapping, or arrives weeks late. AI-Report compresses the timeline without sacrificing quality, and it eliminates the "boring but important" structural work so consultants spend their time on the parts that need expert judgement.
Capabilities
CodeSec AI-Report supports the full reporting workflow with consultant oversight:
Executive PDF SummaryBoard-ready narrative of posture, risk and prioritised actions, written in plain language
Technical PDF ReportDetailed per-finding write-ups with reproduction steps, evidence and remediation guidance
Excel Finding RegisterSortable register aligned to your tracker (severity, owner, target date, status)
Framework MappingOWASP Top 10, OWASP API Top 10, NIST CSF, ISO 27001 Annex A, PCI DSS, SOC 2 TSC, DPDP Act, RBI
Client BrandingCover, header, footer, fonts and colour scheme matched to your brand pack
Consistent Language & StyleHouse style applied across findings for tone, terminology, severity language
Multi-Engagement AggregationSingle report covering multiple engagements (e.g., quarterly programme view)
Risk Heatmap & Trend ChartsVisual posture summary with risk distribution and trend over time
Audit Evidence PacksCompliance evidence bundles per finding mapped to relevant framework requirements
Consultant Sign-OffEvery report reviewed and signed by a named Codesecure consultant before delivery
Want to See AI-Report in Action?
45-minute walkthrough call with our AI team. We will show you the AI-Report workflow on a sample finding set, demonstrate the consultant-review step and discuss framework mapping for your compliance needs. Instant response, no delay.
Request Early Access
How It Works
AI-Report runs as a structured reporting workflow with consultant oversight at every step:
1
Finding Ingest
Validated findings from AI-Scan and human consultant work are ingested with metadata: severity, evidence, target, owner.
2
Categorisation & Framework Mapping
AI categorises findings by class (OWASP / CWE / framework), maps to compliance frameworks the client requires.
3
Narrative Generation
AI drafts executive summary, technical write-ups, remediation guidance and framework-mapped evidence text.
4
Consultant Review & Sign-Off
Named Codesecure consultant reviews narrative accuracy, business context, technical detail and signs off the report.
5
Branded Delivery
Client-branded PDF + Excel + evidence pack delivered. Optional review meeting with the consultant.
What You Get
Every AI-Report-augmented engagement ships with the same consultant-signed deliverables:
Executive PDF SummaryBoard-ready narrative of posture, risk and prioritised actions
Technical PDF ReportPer-finding detail with evidence, reproduction steps and remediation
Excel Finding RegisterSortable register aligned to your client tracker
Framework Evidence PackOWASP / NIST / ISO / PCI / SOC 2 / DPDP / RBI mapped evidence
Risk Heatmap & TrendsVisual posture summary with risk distribution and trend over time
Consultant Sign-OffNamed consultant signature on every delivered report
// AI Stack & Integrations
Python Report Pipeline
OpenAI GPT-4 class
Anthropic Claude
LaTeX / WeasyPrint
Pandas / openpyxl
OWASP CWE Mapping
NIST CSF Mapping
ISO 27001 Annex A
PCI DSS v4.0
SOC 2 TSC
DPDP Act 2023
Custom House Style
Talk to the AI Engineering Team
30-minute call with our AI engineering lead. Discuss your reporting cadence, compliance framework needs and brand requirements with no sales pressure.
Talk to the AI Team
Frequently Asked Questions
Will the report look AI-generated?
No. AI-Report is style-tuned to Codesecure house style and reviewed by a consultant before delivery. The output reads like a Codesecure-written report because, in effect, it is: AI drafts the structure, the consultant owns the content. Clients have not been able to distinguish AI-Report output from fully consultant-written reports in blind reviews.
Which compliance frameworks does mapping cover?
OWASP Top 10, OWASP API Security Top 10, OWASP Mobile Top 10, OWASP LLM Top 10, NIST CSF, NIST 800-53, NIST 800-171, ISO 27001 Annex A, ISO 27002, PCI DSS v4.0, SOC 2 Trust Service Criteria, DPDP Act 2023, RBI Cyber Security Framework, RBI Master Directions (where relevant), HIPAA Security Rule, GDPR, UAE PDPL. Custom client frameworks supported on request.
Can the report match our internal branding and template?
Yes. We accept your brand pack (logo, colours, fonts, cover format, header / footer template) and the report is rendered to match. Multi-brand support is available for clients who use different report styles for different audiences (board vs auditor vs technical team).
Will our finding data be sent to OpenAI?
We are deliberate about this. Finding metadata (target names, IPs, internal app names) stays within Codesecure infrastructure during processing. For LLM-required reasoning steps, we evaluate enterprise commercial LLM APIs with enterprise-grade data handling, and self-hosted open-weights options for sensitive engagements. We scope your engagement to your data-handling preference.
Does AI-Report replace the consultant review?
No. AI-Report drafts the report; the consultant reviews, edits and signs off before delivery. The consultant remains accountable for technical accuracy and remediation appropriateness. The agent handles the structural and language-consistency work; the consultant handles judgement.
How fast is "faster"?
Typical client-facing reporting timeline drops from 5-7 business days post-test to 1-2 business days post-test for most engagement types. Larger multi-target engagements still take longer because there are more findings to review, but the language and structural work is dramatically compressed.
How quickly can you start?
Instant response, no delay. We respond within an hour during business hours, send a scoped engagement proposal in 24-48 hours under NDA, and AI-Report augmentation is added to the engagement timeline where it fits.
Ready to Compress Your Reporting Timeline?
CodeSec AI-Report turns validated findings into compliance-ready, client-branded reports in days not weeks. Executive narrative, technical detail, framework mapping and Excel register, every report signed by a Codesecure consultant. Request early access for your next engagement.
Request Early Access
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