Woodwind · Ensemble

The whole orchestra, always in tune.

The woodwind holds the ensemble together. Harmony is your single view of data health, trust signals and agent oversight — so you always know the orchestra is playing cleanly.

Voice of this section — a flute, breathy and clear
A silver flute against black
WOODWIND — HOLDING THE ENSEMBLE IN TUNE
IN BRIEF · Woodwind · holding the ensemble together

Harmony, in one screen.

WHAT IT IS

The health check beneath every answer. Completeness, duplication, staleness and the full audit trail of what agents proposed and who approved it.

WHAT YOU ASK

“Is this data sound enough to report on?”

WHAT COMES BACK

Trust signals per source — gaps, duplicates, records that have not moved — plus a timestamped log of every agent action taken.

Worth knowing · This is the page your auditor asks for. Every approval and every stand-down is recorded.
WOODWIND · SAMPLE OUTPUT

The data health report, in full.

Before anyone acts on an answer, Harmony says whether the data underneath it can carry the weight. Completeness, duplication, staleness, access and integrity — scored, evidenced, and dated. This is a sample of the report it produces.

HARMONY · DATA HEALTH · AP LEDGER · 500 ROWS OVERALL 72 / 100
Completeness94%
29 records missing a tax identifier.
Duplication61%
3 probable duplicate invoice pairs · £18,940 exposure.
Freshness78%
41 supplier records untouched for over 400 days.
Access & segregation70%
2 accounts can both create a supplier and approve payment to it.
Referential integrity97%
6 invoices reference a cost centre that no longer exists.
Sensitive data exposure91%
Bank details present in 4 free-text note fields.
WHAT TO FIX FIRST
1 · Duplicate invoice pairs£18,940 · ACT NOW
2 · Segregation of duties breachAUDIT FINDING RISK
3 · Bank details in free textDATA PROTECTION
4 · Dormant supplier recordsFRAUD SURFACE
Every figure here is computed, not estimated · Counts, exposures and percentages come from the Maths Engine reading every row. The language model writes the commentary; it never produces the numbers.

Data health at a glance

Freshness, coverage and quality across every connected source, surfaced continuously.

Trust signals

See which answers are fully governed, which used sampling, and where confidence is lower.

Agent oversight

Every agent run, approval and outcome in one auditable timeline.

One pane of glass for trust across the suite

AI you can't oversee is AI you can't adopt. Harmony gives leadership a live, honest picture of data health and agent activity — the governance layer that makes the rest of the orchestra safe to play loudly.

  • Live data-health scoring
  • Per-answer trust and provenance
  • Complete agent audit timeline
  • Alerts when a source drifts out of tune
98%
Data fresh
4
Sources in tune
12
Agent runs today
0
Trust alerts

Ready to hear the whole orchestra play together?