LLM ready AI Data

Transform your data into AI-ready formats.

We turn unstructured, raw data into governed, secure, precision-engineered formats ready for your LLM, ML model, or even quantum algorithm.

For security professionals, data platform teams, and ML/AI teams (especially in privacy-sensitive or regulated enterprises).

Get in Touch Explore Use Cases

Built for security engineers

We are focusing on two categories: Cyber Security Detection / Content / Prompt Engineering and Cyber Security Applets. Modular tools that augment the everyday workflow of security engineers and analysts.

Transform

Parse logs, alerts, email, docs into AI-ready format in minutes.

Enrich

Join threat intel, IAM, asset context to boost precision.

Govern

Lineage, RBAC, retention, redaction · all observable.

AI Data Pipelines Compliance

Why It Matters?

Faster time-to-value • from raw data to AI-ready in record time
Higher precision & recall • better detections, fewer false positives
Lower hallucinations • clean, structured data means better AI answers
Governed reuse • control, audit, and trust your data at every step

Prompt EngineeringFine-Tuning ReadyEmbedding SearchHybrid EnvironmentsModel Evaluation

Solutions

AI/ML Ops Content Engineering

Engineer content that your team can trust.

Our Detection Engineering Service gives your organization the intelligence, technology, and expertise to spot and stop threats before they cause harm. We combine cyber security methods with analytics to:

  • Spot threats early Develop and deploy high-fidelity detection scenarios mapped to MITRE ATT&CK®.
  • Reduce false positives: Fine-tuned SIEM/XDR rules ensure your analysts focus on real threats.
  • Equip your team: Clear documentation, analyst playbooks, and actionable intelligence for every scenario.
MITRE ATT&CK®SIEM/XDRThreat ModelingML AlgorithmsPlaybooksAnalyst-Ready

By role

Security Engineering

Detections, pipelines, and data normalization that reduce false positives.

SOC / IR

Noise reduction, enriched context, and faster triage for analysts.

ML / AI

Private LLM integrations, evaluation, and drift monitoring.

Data Platform

Typed schemas, lineage, and governed access to AI-ready datasets.

Leadership

Measurable quality: precision/recall, coverage, and MTTR impacts.

Blue Team R&D

Prototype, test, and ship applets into daily workflows.

How it works

  1. Ingest Connect to object stores, databases, data lakes, SaaS, archives.
  2. Normalize Parse, chunk, layout recovery, OCR, ASR.
  3. Enrich Entity & relation extraction, taxonomy mapping, PII handling.
  4. Govern Apply lineage, consent, retention, policy labels, ACLs.
  5. Index Create embeddings, hybrid search indexes, RAG caches.
  6. Ship Deliver to model endpoints, feature stores, vector DBs.

Capabilities

AI Data Pipelines Prompt Engineering Fine-Tuning Ready Embedding Search Enterprise AI Hybrid Environments Model Evaluation

Detection Content Engineering

Engineer trusted content. High-fidelity detection mapped to MITRE ATT&CK®, SIEM/XDR rules, threat modeling, ML algorithms, playbooks, and analyst-ready docs.

Secure AI/ML Ops

Integrate ML/LLM into detection pipelines with privacy. Guardrails, model assurance, supply chain security, BYOAI, Bedrock, LlamaIndex, NVIDIA NIM.

Quantum-Ready QOps

Transform operational data for quantum algorithms. Quantum data reformatting, smart compression, hybrid pipelines, and future-ready integration.

MITRE ATT&CK® Integration

Detection scenarios and playbooks mapped to MITRE ATT&CK® for actionable intelligence and analyst speed.

Observability & Monitoring

Latency, drift, data quality, and continuous model evaluation for robust, reliable pipelines.

SDKs & Integrations

Integrate applets into your pipelines with TypeScript, Python, and bash SDKs. SIEM/XDR, Bedrock, LlamaIndex, NVIDIA NIM, and quantum integration readiness.

Integrations

OpenAI
Azure OpenAI
Anthropic
Google Vertex AI
Meta Llama
Mistral
Cohere
Databricks (DBRX/Mosaic)
AWS Bedrock
xAI (Grok)
IBM watsonx
NVIDIA
NIM/NeMo
Local
(Ollama/LM Studio)
vLLM/Triton
Hugging Face Transformers

Use Cases

Threat Signal Harmonization

Unify and normalize security events. From SIEMs, XDRs, EDRs, and cloud telemetry into a single, governed schema.
Eliminate noisy duplicates, enrich with MITRE ATT&CK® context, and feed precision-tuned detections that reduce analyst fatigue and false positives.

SIEM XDR EDR MITRE ATT&CK® ML Baselines Deduplication Fine-Tuning

Cyber Telemetry Enrichment

Cut through the noise. Strip away irrelevant log clutter and surface only the events that matter. We fuse high-value signals with threat intel, entity mapping, and contextual links so you can act fast and with confidence. Boost analyst focus, speed up investigations, and sharpen automated responses.

Log Reduction Threat Intel Entity Mapping AI Reduction Pipeline Context Linking

AI-Driven Detection Engineering

Learn normal patterns and baselines from your own data to build clear detection rules and simple ML models.
Spot deviations fast (unusual spikes, rare sequences, off-hours activity), auto-adjust thresholds over time, and track gains in precision, recall, and coverage.

Patterns Baselines Anomaly Detection Model Training Precision & Recall Drift Monitoring Coverage

Analyst-Ready Content

Engineer content your analysts can trust. High-fidelity detection scenarios, tuned rules, and ready-to-use playbooks mapped to MITRE ATT&CK®.
Reduce false positives, sharpen alert quality, and empower analysts with scenario-driven intelligence.

Threat Modeling Detection Scenarios Playbook Ready Tuned Rules False Positive Control

Secure AI/ML Ops

Bring your own AI. Integrate ML models into your detection pipeline without giving up privacy. Guardrails prevent abuse, model assurance detects drift, and supply-chain security keeps your AI assets tamper-proof.

BYOAI Privacy Model Assurance Integrity Checks Supply Chain Security Trusted AI

Quantum-Ready Security Pipelines (Pre-Alpha)

Prepare for the quantum era. Reformat operational data for quantum algorithms, compress smartly for computation, and evaluate hybrid pipelines to ensure future readiness in security analytics.

Quantum Algorithms Data Reformatting Future-Ready Next-Gen Computing

Pricing

Pricing is currently tailored to your specific needs and usage patterns.

Please get in touch for a customized quote.

  • Flexible plans based on data volume and features
  • Enterprise options with dedicated support
  • Custom integrations available

Security & Trust

We understand that security isn't just about technology • it's about trust, and trust isn't something money can buy, it's something we earn.

Every engagement follows a proven process of development, testing, and tuning based on the Detection Engineering Framework, backed by end-to-end expertise from threat modeling to analyst-ready playbooks. We enable you to bring your own AI without exposing sensitive data, and we're already preparing your pipelines for the quantum future.

Trusted PartnerSecure AI
  • No source code sharing · API-first integrations
  • Isolated environments · deny-by-default
  • RBAC · Conditional Access · SSO/SAML/OIDC · MFA
  • Encryption everywhere · TLS 1.2+ · AES-256
  • Private by design · no training on your data
  • Audit trails · reproducible applet runs

End-to-end pipelines that convert messy operational data into AI-ready, governed datasets and analyst-ready content.

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Get in Touch

We're here to help with your AI, data, or cybersecurity needs.