What it coversResearch workflow, scoring surface, portfolio review
§ Proof surface
§ 01Business problem
The business problem.
Teams running research, scoring, or routing workflows across spreadsheets and browser tabs are keeping the process alive by hand. DomainPilot turns repeated decisions into one narrow system with visible routing, scoring, and reporting — so the workflow lives in software, not in someone's memory.
§ Core flows
Research workflow with structured scoring and ranking
Routing logic that becomes explicit instead of improvised
Reporting surface that stays visible to the whole team
Internal tools fail when they present data without structure for comparison, routing, or decision support. DomainPilot uses tight workflow paths, explicit scoring logic, and an information layout built to reduce cognitive overhead — not to add another dashboard to the stack.
§ Architecture choices
Next.js front end for dense, focused team interaction
Opinionated workflow structure instead of generic admin flexibility
Scoring and routing logic baked into the system, not bolted on
Information design biased toward fast decisions, not vanity metrics
§ 03Technical architecture
Platform architecture.
Three ways to work together match where businesses are in the lifecycle: a new build for teams whose process technically works but still runs across tabs and notes; a modernization pass for the team running it who have an admin surface but need sharper routing, scoring, or reporting; and long-term ownership for studios that want the system built well and then maintained by the same person who understands the workflow.
§ Ways to work together
New build — focused internal tool matching the team's decision path
Modernization — rebuild replacing spreadsheet glue and weak admin flow
Long-term ownership — post-launch improvements and workflow extensions
§ 04Operating proof
Why this matters.
Routing becomes explicit
Decision logic stops living in someone's head and starts living in a system everyone on the team can see.
Scoring stops living in memory
Structured evaluation replaces informal judgment calls — results are consistent and auditable.
Opinionated workflow beats tab chaos
A narrow system built around how the team running it already thinks is more useful than a flexible dashboard with too many options.
§ 05Takeaway
What I learned.
The best internal tools are the narrowest ones. When the system is shaped around how the team running it already makes decisions, adoption is immediate and the spreadsheets stop coming back.
Need an internal system that shortens decisions.
If your team is running a real workflow across spreadsheets and memory, use this record to evaluate the approach. Current scope, availability, terms, and payment start at Nymrel.
