01
Custom MCP & agent tools
Custom MCP servers and tools connect internal AI agents to proprietary APIs, legacy databases and niche datasets, with scoped permissions, audit trails and integration tests.
Deliverables: Tool contracts, scoped permissions, audit trails and integration tests.
02
Knowledge bases & data foundations
Turn documents, records and domain expertise into knowledge bases, semantic models and retrieval pipelines with source citations, access controls and evaluations against real questions.
Deliverables: A maintained corpus, traceable retrieval and evaluations against real questions.
03
Private networking & testing
Design private connectivity, identity-aware access and segmented networks, with isolated sandboxes and repeatable test environments for agents, integrations and cloud systems.
Deliverables: Access maps, repeatable test environments and a documented rollout plan.
04
Cyber defense & cloud security posture
Review and harden cloud configuration, identity, secrets, exposed services and dependencies. Prioritize cyber defense improvements, validate fixes and strengthen logging and recovery readiness.
Deliverables: A prioritized risk register, hardening work and remediation evidence.
05
Product engineering & AI coding support
Build internal tools, APIs and customer-facing software. Support your engineers with AI coding workflows, code review, tests, CI/CD, debugging and production readiness.
Deliverables: Working software, reviewed changes, meaningful tests and an operational handoff.
06
Independent architecture & codebase reviews
Independently review third-party architecture, vendor-built codebases and cloud systems for security, reliability, performance, maintainability and cost. Deliver evidence-backed findings and a practical roadmap.
Deliverables: An architecture map, evidence-backed findings and a practical improvement roadmap.