— What we do

Every area we take on,we take to production.

These are the practice areas we run at full depth — in government, finance, insurance, manufacturing, and education, where the audit trail matters as much as the outcome. Below: what we're expert in, how an engagement runs, and what you're left holding when we leave.

— 01 / Capability density

Practice areas

Scored on delivery depth, not marketing reach. If something you need isn't on this list, we'll tell you that instead of stretching to cover it.

9 areasDepth / 100
  • AI / LLM ImplementationCORE
    100
  • Reliable Knowledge Base Retrieval10K+ DOCS
    100
  • Workflow AutomationN8N · MCP · AGENTIC
    100
  • Cloud ArchitectureAWS · ECS · BEDROCK
    100
  • Legacy System Remediation & Modernization
    100
  • Data Modeling & MigrationDBML · ETL
    100
  • ObservabilityGRAFANA · SENTRY · K6
    100
  • CRM ArchitectureZOHO · SALESFORCE
    75
  • Public-Sector RFP & Delivery
    75

— 02 / How engagements run

Three modes. Pick the one that fits.

Once discovery produces a written architecture, the work scales through one of three modes — from a short strategic assessment to a multi-quarter implementation program. Retainer and fixed-scope models are both available.

01

Senior-led build

GENER8V engineers design it and ship it, end to end — led by someone who has run engineering at the executive level.

02

Fractional engineering leadership

We take the leadership seat: architecture, standards, delivery cadence, and roadmap — without a full-time executive hire.

03

Cost-optimized delivery

Capacity-heavy implementation built against our architecture, at a rate that makes the full scope affordable.

— 03 / Every engagement ships

Documentation is a deliverable, not an afterthought.

We bias toward written artifacts, because they outlast the engagement — and they're what your team and your auditors read after we're gone.

DBML data modelsEvent StormsPRDsArchitecture decision recordsSolutions architecture

Get in touch

Tell us your business problem.We'll show you how AI can solve it.

No jargon, no pitch deck. Just describe what's costing you time or money and we'll give you a straight answer.