Services

Applied AI capabilities.

Production-ready systems across Engineering, Marketing, Finance, Programming, Security, and LLMOps & Observability — each engagement scoped to a measurable outcome.

From prototype to production pipeline

Engineering

Production-ready AI systems — designed for reliability, observability, and long-term maintainability.
- ✓ 70% faster iteration from prototype to production
- ✓ Zero silent failures — outputs validated at runtime
- ✓ Clean handover: runbooks, eval suites, and versioned prompts
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Intelligent systems for pipeline and content

Marketing

AI-augmented marketing systems that increase pipeline quality and reduce manual work — with measurable outcomes at each stage.
- ✓ 40% lower cost-per-qualified-lead in targeted campaigns
- ✓ 2× higher engagement on high-propensity segments
- ✓ Segmentation pipeline running weekly in under 5 minutes
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Audit-ready AI for financial operations

Finance

LLM pipelines for financial reporting, variance analysis, and audit-ready narratives — with number-grounding validation and regulatory guardrails built in.
- ✓ 70% reduction in analyst time per reporting cycle
- ✓ Zero data errors in generated outputs (number-grounding enforced)
- ✓ Consistent terminology across all reporting periods
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Bespoke software around your AI systems

Programming

Custom AI-powered applications, internal tooling, and APIs — built to production standards with documented interfaces, test coverage, and no vendor lock-in.
- ✓ AI features shipped in weeks, not quarters
- ✓ LLM costs tracked and kept predictable
- ✓ Code your team can maintain and extend without outside support
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SECURITY-FIRST DELIVERY

Security

Security-first AI systems: threat modeling, guardrails, and hardening for real-world inputs.
- ✓ All critical AI flows covered with explicit controls
- ✓ High-risk tool calls blocked via allowlists and policy gates
- ✓ Audit-ready documentation and incident playbooks
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From metrics to maintainability

LLMOps & Observability

Monitoring, evals, cost control, and reliability tooling for AI systems in production.
- ✓ Full cost visibility per request, user, and workflow
- ✓ Regressions caught before production via automated eval gates
- ✓ Clear SLOs with alerting and incident playbooks
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