AI Consulting Services | xSingular
From the framework
to intelligent systems
A critical infrastructure sequence to scale Decision Intelligence in production — powered by xStryk™. Strategy, agent architecture, development, operations, and governance. Every engagement ships with auditable evidence packs, forensic traceability, and measurable outcomes.
Strategy & Use Case Definition
We define where AI creates value and how success is measured. We align constraints, risks, and an executable plan before building anything.
Intelligent Systems Architecture
We architect the complete infrastructure of agents and decision systems: inputs, decision trees, and executable operational limits.
Data Infrastructure & Operations
We prepare data, environments, and deployment so you can run with control: contracts, lineage, pipelines, and continuous evaluation readiness.
Continuous Evaluation Development
We build ML/LLM and agents with an eval-first approach: suites, regressions, and guardrails so changes ship with confidence.
Production Operations
What matters after deployment: monitoring, drift, costs, incidents, and a measurable improvement loop with owners and runbooks.
Critical Operations Transition
We transition intelligent systems to sysadmins and operators. Architecture handover, incident playbooks, and technological appropriation without lock-in.
Security, governance, and responsible AI
We mitigate novel risks that AI presents. We test explainability and robustness. Custom security features and executable governance.
Applied AI Engineering with a proprietary platform
xSingular combines expert Decision Intelligence, MLOps and AI Safety engineering with xStryk, our proprietary platform. We don't sell APIs or generic models: we design, build, and operate AI systems for our clients' critical decisions.
Four engagement modes
xSingular works with clients in four complementary modes. All technical engagements are backed by xStryk™, our proprietary Decision Intelligence platform. Each engagement adapts to the stage, industry and AI maturity of the organization.
AI Advisory & Strategy
Advisory to boards and C-level on AI strategy, AI Governance and Decision Intelligence roadmap. No technical implementation.
- Executive AI roadmap
- AI Risk & Governance assessment
- Decision Intelligence strategy
- Regulatory alignment and compliance
AI Engineering & Delivery
Design, build and deployment of production ML systems. The xSingular team works embedded or in project mode.
- AI system architecture and design
- MLOps, XAI and continuous evaluation
- Production deployment and monitoring
- Integration with client infrastructure
xStryk Platform Deployment
xStryk™ is the operational backbone of all our technical engagements. Also available as a standalone implementation on the client's infrastructure, with custom configuration, integration and ongoing support.
- xStryk Engine, Eval, DataOps and Ops
- Custom configuration and integration
- Client technical team training
- Ongoing post-deploy support
Model Auditing & AI Safety
Independent audit of production models, bias evaluation and compliance with AI Governance frameworks.
- Technical model audit in production
- Bias and fairness evaluation
- AI Safety & compliance assessment
- Documentation for external audits
Work pipeline: from idea to operations.
From use-case definition to production system: each stage with verifiable gates, evaluation suites, and auditable artifacts. No improvisation, no surprises.
Book a strategy session
30 minutes to evaluate your use case, define success metrics, and scope the engagement. No commitment.