Case studies
Every study below documents a Dipp AI design-partner engagement: the situation before Orcher, exactly which components were enforced, the instrumented numbers over the measurement window, and what the organisation did next. Partners are anonymised by sector and scale at their request.
12 engagements · 11 regulated industries · figures measured by Orcher instrumentation, not independently audited
12
documented design-partner engagements
Dipp AI case library
90 days
typical measurement window per engagement
Dipp AI instrumentation
40–85%
routing cost reduction under enforced ceilings
Dipp AI internal analysis
0 bytes
of tenant content used for model training
Enterprise data boundary
The library
Filter by what you recognise: your industry, the component you are missing, or the number you have been asked to move.
Cross-industry · October 2026
Dipp Intelligence learns from the shape of verified executions, never from tenant data. Routing accuracy improved 18 points across the cohort in two quarters.
Military & Defense · September 2026
Clearance-scoped roles and a fail-closed boundary let controlled programme data reach a model at all — under conditions the programme office could verify.
Manufacturing · September 2026
The integration fabric verified every proposed write against the plant's own state before it committed — and refused 4.9% of them.
Government & Public Sector · September 2026
Non-human identities outnumbered staff 144 to 1. Role-scoped authority made every one of them answer to a caseworker who could be named.
Energy & Utilities · September 2026
Storm events multiplied agent demand eleven-fold in under an hour. Governed elasticity absorbed the surge without an unbounded bill or a queue of stalled directives.
Banking & Financial Services · September 2026
Contractual assurance was not evidence. The Data Control Gateway verified training exclusion before every route and hashed the verification alongside the action.
Insurance · August 2026
Every claims directive was going to the most expensive model available. Stakes-based routing moved 82% of them to a cheaper sufficient tier and left the hard ones where they belonged.
Healthcare · August 2026
Prior-authorisation and utilisation-review agents were producing decisions nobody could attribute. Ninety days later every action carried a hashed record naming the clinician whose authority was exercised.
Life Sciences & Pharma · August 2026
Verification against the source data caught 214 proposed statements that the trial record did not support — before any of them were filed.
Telecommunications · August 2026
Nobody could say how many agents were running. The first week of cross-provider tracing found 41 in production that no one had registered.
Retail · July 2026
Concurrency and recursion limits turned an experiment that had twice run away into a production system with a predictable bill.
Legal Services · July 2026
When a client asked what the firm had instructed the system to do, the answer was a hashed directive with a partner's name on it.
How to read these
Figures are measured by Orcher's own observability and audit-ledger instrumentation over the stated window. They have not been independently audited, and we say so on every page and in every PDF rather than in a footnote nobody reads.
Market figures — adoption rates, traceability gaps, spend growth — carry their own source line and come from the Dipp AI industry report, Vol. I. Where a partner declined attribution by name, the quote is attributed by role and sector only.
If you want the underlying method for a specific measure, the communications desk will put you in front of the engineer who instrumented it.
Become the next study
Applications are read by the founding team. We take workflows where an autonomous action touches a system of record and someone has to answer for it — claims, care decisions, credit, filings, dispatch, procurement. Approved organisations get an invitation, a workspace, and a briefing with the people who built the control plane.
Open to all regulated industries · one workflow to start
01
One class of directive, the system of record it touches, and the obligation behind it.
02
A decision against the current cohort, normally inside one business day.
03
Accounts only open for invited work addresses. Nothing self-provisions.
04
Status, briefings, invitations and the research library in one place.
Tell us the directive class, the systems of record it touches and the number you are being asked to move. We will tell you what Orcher would enforce and what we would measure.
