AI AGENT ENGINEERING

Cybersecurity AI Agents,
Built Around Your Stack.

Custom AI agents and agentic workflows engineered by SecComply — designed to automate the repetitive, high-volume security work draining your team, while staying inside your policies, your tools, and your guardrails.

Built on the same engineering rigour behind SecComply's AI Governance, ISO 42001, and DPDPA practices.

Why Now

Your security team isn't slow. It's overloaded.

Every modern security team is buried under work that's high-volume, repetitive, and surprisingly hard to outsource — firewall rule reviews, vendor security questionnaires, access recertifications, log triage, evidence collection, control testing. The work is judgment-light but context-heavy. Hiring more people is slow and expensive. Buying more SaaS adds another dashboard to ignore. AI agents are the third option — purpose-built for your context, operating inside guardrails your CISO and legal team will sign off on.

⏱️

The Toil Problem

Up to 60% of a security analyst's week is spent on tasks an agent could handle — leaving the high-judgment work starved for time.

🧠

The Context Problem

Off-the-shelf AI tools don't know your firewall taxonomy, your vendor tiers, or your control library. Custom agents do.

🔐

The Trust Problem

Generic AI raises governance, data-leakage, and audit concerns. Agents we build are scoped, logged, and operate inside your guardrails by design.

What We Build

Agents that do the work — not just describe it.

Each agent is custom-engineered for one job, plugged into your existing tools, and bounded by your existing policies. You stay in control. The agent does the legwork.

Network Security

Firewall Rule Review Agent

Reads your firewall rule base, flags shadowed or overly permissive rules, drafts cleanup recommendations, and prepares change tickets for human approval.

What it automates

  • Quarterly firewall rule certifications
  • Detection of shadowed, redundant, and stale rules
  • Drafting of CR tickets in your change-management tool

Connects to: Palo Alto · Fortinet · Cisco ASA · ServiceNow

Third-Party Risk

Vendor Security Questionnaire Agent

Auto-fills inbound security questionnaires (CAIQ, SIG, custom) from your trust centre, evidence vault, and policy library — with confidence scores and human review on edge cases.

What it automates

  • First-pass answers across 200+ question banks
  • Mapping new questions to existing controls
  • Surfacing answers that need human judgement

Connects to: OneTrust · Whistic · SecurityScorecard · SharePoint

Identity & Access

Access Review & Recertification Agent

Pulls user-to-resource mappings, flags toxic combinations and orphaned access, drafts recertification campaigns, and chases reviewers — without you opening a spreadsheet.

What it automates

  • Quarterly access recertifications
  • Toxic combination & SoD detection
  • Reviewer nudge cycles in Slack or email

Connects to: Okta · Azure AD · AWS IAM · Slack

Compliance Ops

Compliance Evidence Collector

A long-running agent that watches your stack, pulls fresh evidence on a schedule, validates it against the right control, and files it where your auditor expects it.

What it automates

  • Continuous evidence collection across cloud, code, and SaaS
  • Mapping evidence to ISO 27001 / SOC 2 / DPDPA controls
  • Expiry tracking and refresh scheduling

Connects to: AWS · GitHub · Jira · Drive

Detection & Response

SOC Alert Triage Agent

Triages incoming SIEM alerts and threat-intel feeds, deduplicates noise, enriches with asset and owner context, and surfaces only what genuinely needs analyst eyes — with a first-line assessment already attached.

What it automates

  • Alert deduplication and clustering
  • Context enrichment (asset, owner, business impact)
  • First-line triage notes for your SOC analyst

Connects to: Splunk · Sentinel · CrowdStrike · CMDB

Governance & Docs

Policy & Standards Drafting Agent

Drafts new policies, control standards, and playbooks against your house style — pulling from your existing library so nothing contradicts what's already approved.

What it automates

  • First drafts of new policies & SOPs
  • Cross-referencing against existing approved documents
  • Highlighting gaps against frameworks you're certified to

Connects to: Confluence · Notion · SharePoint · OneTrust

Don’t see your use case? We build to your workflow, not a product catalogue. Most engagements start with a single high-value agent — scoped, piloted, and expanded from there.

Live Example

The Firewall Review Agent, end-to-end.

Trigger a quarterly review on Monday morning. By lunchtime, a prioritised findings report and pre-drafted change requests are waiting in ServiceNow — without the agent ever writing to a firewall.

🔒 Read-only firewall access ⏸ Human approval gate 🪵 Immutable audit log 📬 CRs auto-drafted to ServiceNow
Admin
—— AI Agent Orchestrator ——
Systems
🧑‍💻Admin
Trigger review
🔌Pull
Fetch rule bases
🔥
Palo Altoread-only
🛡️
Fortinetread-only
🌐
Cisco ASAread-only
🔍Analyse
Flag risky rules
🏷️Enrich
Map to CMDB & owners
🗄️
CMDBread-only
📝Draft
Findings & CRs
Gate
Human approves
File
Submit & seal log
📋
ServiceNowCR write
< 2 hrsvs. 2–3 days manually
100%rules analysed, not sampled
0firewall writes without approval
Audit-readyfull decision trail, always
How It Works

From scoping call to live agent in 4–8 weeks.

Discovery & Scoping

We map the workflow end-to-end: who owns it today, how often it runs, which tools it touches, and where the toil sits. Output: a one-page scope doc, a clear ROI hypothesis, and a go/no-go recommendation — before you spend a penny.

Agent Design & Guardrails

We design the agent’s tool access, action boundaries, escalation paths, audit logging, and human-in-the-loop checkpoints. Every agent ships with a written governance spec — designed to clear ISO 42001, EU AI Act, and your internal AI-use policy.

Build, Integrate & Pilot

We build the agent against your real tools (read-only first, write access on staged approval), run a 2-week shadow pilot alongside your team, and tune behaviour against real cases.

Deploy, Monitor & Iterate

The agent goes live with full observability, drift monitoring, and a kill-switch. We hand over runbooks, train your team, and stay on retainer for tuning, expansion, or new agents.

Built Securely by Default

Every agent ships with the guardrails enterprises actually require.

We don’t bolt governance on at the end — it’s the first thing we design. SecComply’s day job is governance, risk, and compliance. That same rigour goes into every agent we build.

🪵

Full Audit Logging

Every agent action — input, decision, tool call, output — written to immutable logs, exportable to your SIEM.

🚧

Scoped Tool Access

Agents get least-privilege access to only the systems and actions they need. No standing admin credentials.

👤

Human-in-the-Loop

High-impact actions require human approval by default. Approval thresholds tuned per workflow.

🛑

Kill-Switch & Pause

One-click disable. Built-in rate limits and circuit breakers stop runaway behaviour before it becomes an incident.

🔒

Data Residency Controls

Choose where your agent runs, where prompts are processed, and which models are allowed to see your data.

📜

ISO 42001 Aligned

Every agent designed to map cleanly to ISO 42001 AIMS controls — so it’s audit-ready from day one.

Is This For You?

Built for security teams that have outgrown checklists.

This is for you if…
  • You have a defined, repeating security workflow that takes hours each week
  • Your team is the bottleneck on audits, vendor reviews, or access certifications
  • You need the agent to live inside your stack — not on a separate vendor’s cloud
  • You care about audit trails, data residency, and AI governance
This isn’t a fit if…
  • You’re looking for an off-the-shelf SaaS subscription
  • You don’t yet have the underlying process documented
  • You want a generic chatbot to answer security questions
  • Leadership is still working through the AI risk and governance case internally
FAQ

Frequently Asked Questions

Off-the-shelf tools solve a generic version of a problem, then ask you to bend your workflow to fit. We build for your workflow, against your tools, inside your policies. The agent inherits your taxonomy, your risk thresholds, and your approval chains — so it produces output your team will actually trust and use.
We’re model-agnostic. Most engagements use a frontier model (Claude, GPT, Gemini) for reasoning, often combined with smaller, cheaper models for routine sub-steps. We pick what fits your data residency, latency, and cost requirements — and we’ll happily build on a model you’ve already approved internally.
Only what’s strictly required, only with the privilege level you approve, and almost always read-only first. Write access — anything that changes state — is gated behind explicit approval workflows. Every action is logged. You can revoke access in one click.
Every agent we build ships with an ISO 42001-aligned governance spec — system inventory entry, risk assessment, impact assessment, model card, control mappings, and audit log schema. If you’re already a SecComply AI governance client, this folds directly into your existing AIMS. If you’re not, this is the right time to start.
Each agent is custom-scoped, but most first engagements land between a defined fixed-fee build (typically 4–8 weeks) and a monthly retainer for monitoring, tuning, and iteration. We give you a one-page proposal with the build fee, retainer, and expected ROI before any commitment.
You own the agent, the prompts, the workflow logic, and all the data. Code is delivered to your repo. We retain rights to anonymised, generalised patterns we develop along the way — never your data, your prompts, or your IP.
Yes — and we often do. Many teams have prototyped with LangChain, n8n, Zapier AI, or in-house Python and hit a wall around governance, evaluation, or production reliability. We harden what you have rather than starting from scratch.

Pick one workflow. We’ll scope the business case.

A 30-minute call with a SecComply engineer — not a salesperson. We’ll assess whether your workflow is a strong candidate, sketch the architecture, and hand you a one-page proposal with a build timeline and ROI estimate. No commitment, no lock-in.

Or email us at hello@seccomply.net