100% ontology coverage is not the finish line

Hadto’s latest ontology research snapshot hit 100.0% competency-question coverage across the platform. All four current verticals are fully answered: dental at 54/54, home services at 90/90, professional services at 135/135, and franchise operations at 138/138.

It is a real milestone. The current question set has been closed without obvious backlog drift. The market is not fully mapped.

Read the number narrowly

417/417 answered means the ontology program answered the questions that are currently inside modeled scope. The result is useful. It shows the workflow can finish known work and keep the existing problem map coherent. Every new venture inherits that structure.

What the number does not say is whether the question set is complete.

Full coverage can still hide thin discovery

The 2026-04-10 snapshot still shows thin discovery coverage in parts of the current vertical summaries, with research_cq_total: 0 and empty latest_discovery_contexts in the delta report output.

The real caution is simpler. A system can be complete against its own model and still underexposed to new evidence from the field. Fresh operator problems may not be entering the loop yet, even if every current question has an answer.

Hadto is not trying to win on internal neatness. It is trying to help domain experts become business owners with a map that still matches the market they are walking into.

The next job changes

Full coverage changes the job from gap-closing to question-finding. Once the known list is closed, the next pass has to go looking for pressure the current model is not yet picking up.

The work now shifts toward more venue scans, more comparison across verticals, and tighter attention to operator signals that suggest the map is stale. If home-services intake stays quiet while owner conversations keep surfacing dispatch bottlenecks, callback leakage, or estimator handoff failure, the right response is not to celebrate the dashboard. It is to add the missing questions and test whether they recur across adjacent trades.

The strategic split still looks intact. Home services remains the speed and packaging candidate, with 82.6% foundation reuse. Professional services remains the deeper differentiation candidate, with 39.5% reuse. The useful next decision is where new field evidence changes owner outcomes fastest, not where the last cleanup task lived.

Do not confuse green with finished

The wrong conclusion would be that the ontology is done, the market is understood, and the work should shift entirely to productization.

A green dashboard can also mean intake is too thin. New exception patterns may not be entering the loop yet. Some domains may look complete because the research surface is quiet, not because the underlying business is settled.

The operating standard after full coverage is simple: keep the map clean, then go hunting for the next failure mode that would surprise a real owner in the field.

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Source evidence used in this note: smb-ontology-platform/evolution/daily_report.md (internal-only), smb-ontology-platform/evolution/delta_report.json (internal-only), and smb-ontology-platform/docs/operations/ontology-research-program.md (internal-only), generated 2026-04-10. Existing Hadto blog posts and open PRs were reviewed to avoid duplicating prior research notes on vertical strategy, proposal-gate behavior, and shared escalation signals.