Your company's data improves every cycle
Process mining meets AI-driven data rules. Bridge operations and governance. Turn messy processes into clean, accurate data for better decisions.
Start narrow. Prove value. Expand.
Pick one painful process. See measurable improvement every week.
4β6 Week Pilot
Pilot Success Metrics
We focus on error reduction and manual touch time. Financial impact modeling (DSO, denial rates) coming Q2 2026:
Pilot focuses on error reduction and operational efficiency. Financial KPI tracking (DSO, denial rates, return rates) available Q2 2026.
Break the consultant cycle
Stop repeating the same data quality projects. Build institutional memory instead.
Consultant Cycle
- Ad-hoc projects; drift returns
- Knowledge walks out; re-learn later
- Repeat spend every few years
- No system of record for rules
- Manual audits, reactive fixes
Productized Loop
- Rules live over company data
- Process map prevents drift
- Alerts now, queued reprocessing Q1 2026
- Institutional memory builds over time
- Proactive, continuous improvement
The Three Parts
A clear, linear model that replaces ad-hoc projects
Analytics (Volume)
Quantify where and how bad. Prioritize by financial impact.
- β’ Surface bottlenecks and data errors
- β’ Rank by error volume and manual touch time
- β’ Baseline metrics for tracking
Rule Regime
Codify policy. Deterministic enforcement; AI proposes improvements.
- β’ Turn implicit rules into explicit constraints
- β’ AI-generated process maps (pilot)
- β’ AI rule suggestions (Q2 2026 roadmap)
Process Map
Visual, opinionated flows. Breakpoints and reprocess are explicit.
- β’ Make breakpoints explicit
- β’ Prevent drift with living docs
- β’ Alerts + queued reprocessing (Q1 2026)
Built for production, open for pilots
Living rules, not static reports
DMS (Data Management System) turns messy operations into clear, actionable rules. Human-in-the-loop by design. Deterministic where it counts; creative where it helps.
Explore our vision βJoin the pilot list
Core built: Analytics (Volume), Rule Regime, Process Map. Weβre onboarding a small cohort; youβll receive demo invites and changelogs.
No spam. Occasional invites, changelogs, and preview access.