Systems & Data MappingInventory: HRIS (e.g., USA Staffing, DCPDS, Workday Government), LMS (Cornerstone for Government, Percipio, FedVTE, AgLearn), Case Management (ServiceNow Gov, Salesforce Government Cloud), ERP/Finance (SAP S/4HANA Public Sector, Oracle Federal Financials), Identity (PIV/CAC via Entra/Okta for Government), Storage (GovCloud S3/DISA/SharePoint Gov). Schemas & Contracts: personnel records, training completions, certifications, clearance levels, compliance status, regulatory metadata. Policy & Governance: classification fields, need-to-know scopes, retention schedules, redaction maps, authorization flows.
MCP Server DevelopmentWe build production-grade MCP servers for every agency system in your stack. Each server exposes typed tools and resources following the MCP specification, with built-in schema validation, error handling, rate limiting, and observability. Servers are containerized and deployed via Terraform or Kubernetes manifests you own — in GovCloud, on-prem, or IL4/IL5 enclaves.
Memory Layer EngineeringMCP-based Connectors: secure adapters that normalize read/write paths across systems. Per-User Memory Graph: knowledge graph + vector index for contextual retrieval (training content, certifications, compliance deadlines, regulatory guidance). Guardrails Engine: RBAC, field-level permissions, data classification enforcement, need-to-know controls, audit trails. Sync & Freshness: event bus/CDC, backfills, idempotent jobs, conflict resolution, replay.
Agent Enablement (Optional)Workforce Coach: citable Q&A grounded in training content, regulations, and agency policies via MCP. Program Assistant: compliance tracking, reporting roll-ups, mandate deadline monitoring, status briefings. Citizen Service Agent: eligibility lookups, case status, program guidance with provenance. Model Hub: OpenAI, Gemini, Anthropic, Llama, or local/NPU — hot-swappable per policy/cost, air-gap compatible.
Workflow Automation (Agency Partners)Proactive nudges (certification renewals, mandate deadlines), case routing, compliance milestones. Content pipelines (ingest → chunk → cite), assessment generation with human review. Approval gates for mission control (human-in-the-loop).