Service
LLM Document Analysis
What you get
What This Service Delivers
- Pipelines that turn long documents (RFPs, specifications, requirements) into structured data
- Scoring of those documents against criteria
- Models routed per stage to balance cost and quality
How it is delivered
Five Steps, Each One Gated
- Discover Map the workflow, data sources, constraints, and the decisions that must stay with people.
- Specify Agree on written specifications with executable acceptance criteria, so “done” is testable.
- Build Ship small, reviewed changes; automation does the work and people approve each gate.
- Verify Tests, schema and contract validation, and conformance checks run in CI on every change.
- Deploy & Operate Documentation, runbooks, and monitoring. Every production lesson becomes an enforced check, not a wiki note.
Ways to engage
Four Ways to Work With NGDA
NGDA engages as an independent contractor (1099). Clients get senior architecture and hands-on engineering in one engagement, without the overhead of a full-time hire or a large firm.
Fixed-scope project
Defined deliverables, milestones, and acceptance criteria at an agreed price.
Time & materials
Hourly or daily rate for evolving scope, embedded alongside the client's team.
Retainer
Reserved monthly hours for ongoing support, optimization, and on-call troubleshooting.
Architecture review
Short, fixed-fee assessment of an AI, data, or DevOps system with a prioritized findings report.
Next step
Discuss the Work
Bring the workflow, the constraints and the decisions that must stay with people; NGDA maps them first and specifies before building.