SECURITY FOR THE AI ERA.
GRDS // SEC
We build AI-native security and SecOps that detects faster, responds harder, and proves it with data.
Built for startups and SMBs who need real security outcomes — without hiring a full internal SOC team.
Book Security Posture Assessment// 00 · What We Do
Boutique AI-native security & SecOps for teams that value outcomes over hype.
// 01 · Approach
How we work: four phases, zero waste.
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Assess
Embed with your security team; map the threat model, telemetry, tooling, and gaps. Output: a one-page coverage + risk spec with measurable targets — time to detect and time to respond (MTTD/MTTR), coverage % — not a 40-slide deck.
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Engineer
Detection content, triage automation, and AI-assisted enrichment designed against your stack (SIEM/EDR/cloud) and operational requirements. A blueprint that maps to real data sources and real alerts.
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Operationalize
Build, test against red-team scenarios, and harden. Ship in tight cycles with clear checkpoints. Detections-as-code and runbooks are handoff-ready — your team owns them, no proprietary lock-in.
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Measure
If you can't measure it, you can't defend it. Instrument detection coverage, false-positive rates, time to detect and time to respond (MTTD/MTTR), and analyst load. Dashboards, alerts, and tuning loops — built-in, not bolted-on.
// 02 · Differentiators
What sets us apart in a crowded security market.
AI-Native Detection
We use AI where it actually reduces toil — alert triage, enrichment, correlation, summarization — with humans in the loop on every decision that matters. No autonomous "AI fired your SOC" theater.
Measurable SecOps
Coverage, time to detect and time to respond (MTTD/MTTR), false-positive rate, analyst hours saved. Every engagement starts with baseline numbers and ends with a scorecard. If it can't be measured, it can't be defended.
Vendor-Neutral & Battle-Tested
We recommend the right tooling and the right model for the job — no exclusive partnerships, no kickbacks. Every recommendation comes from years of hands-on detection engineering and SecOps across production environments.
// 02b · Why GRDS
Practitioner-led. Handoff-ready. No lock-in.
GRDS is a boutique, practitioner-led firm — not a body shop and not an MSSP. We bring years of hands-on detection engineering, SecOps, and AI-native security work across production environments.
Every engagement runs on scoped milestones with deliverables your team owns: detections-as-code, runbooks, scorecards — not a black-box dashboard you can't audit.
We're built for startups and SMBs who need real security outcomes without building a full internal SOC from scratch.
// 03 · Services
Capabilities.
- Security Posture & AI Readiness Assessment Threat model, telemetry/coverage audit, tooling review, and a prioritized roadmap — scoped as a focused first milestone.
What comes next — depending on assessment findings
- Detection Engineering (Detection-as-Code) Version-controlled detection rules you can audit and update — high-signal detections tested and CI-deployed across your SIEM/EDR/cloud, with measurable coverage baselines.
- AI-Assisted Triage & SOC Automation Alert enrichment, correlation, and summarization pipelines with human-in-the-loop guardrails to cut alert fatigue.
- AI / LLM Security Securing the AI systems you ship: prompt-injection defense, PII/data-exfil controls, model abuse monitoring, and guardrail evaluation.
- AI Red-Teaming & Adversarial Testing Offensive testing of AI features and agents: jailbreaks, tool-abuse, data-poisoning, and adversarial input campaigns.
- Incident Response & Threat Hunting Proactive hardening, on-call escalation, and threat hunts — plus post-incident detection hardening so the same thing doesn't happen twice. Not forensics-only after a breach.
- Control Instrumentation & Evidence Collection Instrumenting detections and controls with measurable telemetry and structured evidence so your team owns the audit trail, not us.
Shipping AI products and need secure implementation? See GRDS // AI →
// 04 · Engagement Model
How a project runs.
We start with a free 30-minute fit call. If there's a match, we move into a scoped proposal phase before any implementation work begins. No open-ended billing, no surprises.
| Phase | Timeline | Deliverable | Engagement |
|---|---|---|---|
| Assess & Engineer | Scoped together | Coverage spec + milestone proposal, detection/automation blueprint + risk register | Milestone-based, quoted after scoping |
| Operationalize | Scoped per milestone | Detections-as-code + automation + dashboards + runbooks | Milestone-based |
| Measure & Handoff | Scoped per milestone | Scorecard (time to detect / time to respond, coverage), runbook, team training | Milestone-based |
| Ongoing SecOps Support | Optional retainer | Monitoring, tuning, threat hunting, IR escalation | Retainer, scoped to need |
// 05 · FAQ
Common questions.
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How is this different from a managed SOC / MSSP?
We don't rent you a black box. We engineer detections and automation that your team owns and can read — and we prove it with coverage and time-to-detect/time-to-respond numbers, not a dashboard you can't audit.
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Do you use AI to replace analysts?
No. We use AI to remove toil — triage, enrichment, summarization — so analysts spend time on real decisions. Humans stay in the loop on anything consequential.
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Are you tied to specific tools (SIEM/EDR/cloud)?
Vendor-neutral by design. We work across Splunk, Elastic, Sentinel, CrowdStrike, cloud-native tooling, etc., and recommend based on fit and cost — no exclusive partnerships or kickbacks.
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Can you secure the AI features we're shipping?
Yes. LLM/agent security is core: prompt-injection defense, data-exfil controls, abuse monitoring, guardrail evaluation, and adversarial red-teaming of your AI features.
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What if we already have a security team?
We accelerate them — build the detection-as-code pipeline and eval harness they didn't have time for, or embed temporarily to unblock a specific hard problem (coverage gap, alert flood, AI risk).
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How are detection engineering sprints scoped?
Scope depends on data sources, SIEM/EDR targets, and coverage goals — we define a focused sprint during the assessment and quote it as a milestone, not open-ended hourly work.
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How do retainers compare to vCISO or managed SOC services?
Our retainers cover tuning, escalation support, and periodic threat hunting — not a 24/7 managed SOC. You keep ownership of your stack; we stay on call for the hard problems and continuous improvement. Scope and cadence are defined together during scoping.
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Do regulated industries require different scoping?
Yes. Fintech, healthcare, and defense engagements typically need broader compliance scope, more rigorous evidence collection, and tighter change controls — we factor that into the proposal during scoping, not as a surprise later.
// 06 · Contact
Let's talk about what you're defending.
We start with a free 30-minute fit call. If there's a match, we move into a scoped proposal phase — starting with the Security Posture Assessment — before any implementation work begins.
hello@grds.io