tonone-ai

Survey all user-facing strings in a codebase — map coverage and find gaps.

Audit cloud infrastructure costs and produce a concrete optimization plan with specific changes and estimated savings.

Product strategist — roadmaps, competitive analysis, OKRs, strategic narratives.

Build a product roadmap with sequenced bets and explicit tradeoffs.

Document and strengthen company culture - values articulation, team norms, communication protocols, and culture health diagnostics.

Design a customer health scoring model — define signals, weights, thresholds, and action triggers.

Customer success reconnaissance — audit current onboarding completion, health signals, NRR, churn patterns, and CS motion.

Data quality and pipeline health check — freshness, schema drift, null rates, orphaned records, pipeline status.

Database reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns.

Revenue & Sales engineer — B2B pipeline, deal strategy, pricing proposals, sales playbooks, and enterprise closing.

Produce a complete metrics definition doc — metric name, formula, data source, segmentation, SQL or event tracking spec, and what good/bad…

Plan and execute canary releases for model updates — traffic splitting, rollback triggers, success metrics.