Services
Applied AI, built into real systems.
Focused delivery tracks, each scoped to a measurable outcome and integrated into the stack you already run — not a parallel demo. Engineering, programming, security, and LLMOps form the integration spine; marketing, finance, and knowledge systems apply it to specific business workflows.
Common entry points are LLM integration, AI security, LLMOps and observability, and AI readiness audits.
Every engagement is delivered under one accountable owner, with the handover package described on the About page.
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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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Retrieval-Augmented Generation & knowledge systems
RAG & Company Memory for Enterprise Teams
RAG, company memory and governed AI knowledge systems for enterprise teams: make documents, workflows and internal knowledge usable with access control, audit trails and LLMOps.
- ✓ Company knowledge accessible with source attribution and access-aware retrieval
- ✓ Every retrieval step observable — sources traceable from query to answer
- ✓ Eval harness in place from sprint one — quality measured, not assumed
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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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