Research
At a 40% decline in new prices, simplified cost reaches €10.42/h and collateral shortfall €11.4m, before guarantee.
Preview to assembleCOUNTERFOLD / FRONTIER RESEARCH
Robots get cheaper.Your loan can lose more.
New deployment costs fall, while an already financed fleet can lose its collateral cushion. Two asset vintages, two effects.
Put the thesis to the testDated public research + calculated fictional cases. No connected AI, no buy or sell signal.THE POINT OF TENSION€11.4m
collateral shortfall if the fleet is liquidated, before guarantee
A factTwo readingsEvidence to seek
Illustrative parameters · conditional conclusion01 / ICARUS
What changes. And for whom.
All positions, values, terms and relationships below are fictional. The publications provide context, not these parameters.
New robot · cost per productive hour€10.42/hBefore decline: €13.19/h. Cost reduction: 21.1%.
Legacy fleet · collateral shortfall€11.4mConditional on liquidation, before guarantee. Neither expected nor realised loss.
Cost-parity threshold: 37.9% utilisation against the fictional €22/h benchmark.
CHALLENGE THE PROTECTION
Who stands behind the guarantor?
The manufacturer can face the same price shock. Testing a buyback does not establish its ability to pay.
Inspect assumptions, formulas and boundaries
New hardware before shock €100,000; integration €20,000; economic life 5 years; annual running costs €14,000. Productive hours = 4,000 × utilisation × 90% task success. Cost/h = [(new price + 20,000)/5 + 14,000] / productive hours.
Separate legacy fleet: 1,000 units, €45,000 remaining principal/unit. Net resale = new price × 70% × 80% × 1,000. Linear price/resale transmission is an assumption, not an observation. No automatic default, default probability, operating cash flows, other security or recourse. Hourly cost excludes financing, tax and terminal value.
Conditional buyback: €50m net for the fleet if the guarantor pays. Recovery = max(net resale, buyback); they are not additive. Illustrative hourly reference: €22/h, with no demonstrated task equivalence.
02 / ERIDANOS × ARIADNE
A source. Not certainty.
Morgan Stanley · 2025-05-14Humanoids: A $5 Trillion Market
2050 forecast: adoption, costs and the industrial value chain. Future figures are not treated as established.
BlackRock Investment Institute · 2026-09Q4 Global Investment OutlookCapital and power constraints; exposure across asset categories. Changing page, dated review.
BlackRock · 2026-08-242026 Thematic Mid-Year UpdateAI diffusion into the physical economy and bottlenecks. Context, not model calibration.
03 / SOLON × POLYDEUCES
The thesis must survive a counter-case.
Contributions calculated from current state, without an AI model call. An unknown becomes an evidence request, never a fact.
Counter-case
Resale need not track new prices. Availability, performance or a specialist secondary market can preserve the legacy model’s value.
Preview to assembleRevision condition
The cushion disappears after a 19.64% decline under the resale assumption. A firm net bid of €45,000/unit would cover principal.
Preview to assembleFROM SIGNAL TO SERVICE
What your business could offer.
Fleet financing with productive-hour monitoring, independent resale evidence and guarantor terms.
Authorised task data, amortisation, asset rights, secondary-market liquidity and borrower consent.
A hypothesis to validate, not a financing or insurance offer. Counterfold supplies decision support; the institution retains its mandate.VERIFICATION MANDATE
Obtain the evidence that can change the view.
Obtain three net resale bids for the financed model and enforceable buyback terms; assess the guarantor under the same stress.
Approval covers only fictional evidence collection and review. It approves no investment, credit, insurance amount or NAV. Roles are simulated, without authentication.
01
Gather independent evidenceResearch
02
Challenge assumptions against evidenceRisk / counter-case · after the preceding step
03
Record the decision to continue or stopLeadership · after the preceding step
Continue into operations.
The four operational cases retain their own assumptions, agents, memory and follow-through. Opening another case does not transfer these figures or approval.
Intelligence across your organisation
The cash exists.
In the wrong place.
A capital call arrives before a distribution. Connect accounts, entity restrictions and commitments. Prepare a fundable response, then follow it through.
Dated official data + calculated fictional cases. Simulation, with no connected AI or external action.
Capital & wealthILLUSTRATIVE CASE
€600,000
to cover in the entity that must pay
Group cash€3,200,000
Cash after call, before response-€400,000
A positive group cash balance does not make funds freely transferable.
EvidenceAgentsReviewed action
ICARUS × POLYDEUCES
See the effect. Choose with context.
Change a fact. Amounts, admissible options and contributions must follow.
Your assumptions
FICTIONALThe decision bridge
CALCULATEDHolding cash€1,200,000
Capital call-€1,600,000
Funding required€600,000
Cash if gap is funded€200,000
Group cash€3,200,000
Cash after call, before response-€400,000
Required buffer€200,000
Reserve after transfer€1,400,000
Formula, assumptions and boundaries
Gap = max(0, call + €200,000 buffer − holding cash). Reserve floor €1m; transfer cap €800,000; external facility cap €1m. Compared costs are funded separately and are not deducted from the cash bridge. No FX conversion or implicit legal cash pooling.
YOUR SCALE. YOUR ASSUMPTIONS.
What is a better way of working worth?
Measure released work, then subtract costs. These values are editable assumptions, not observed client results or a commercial quote.
Released capacity is not payroll savings. Accuracy, rework, adoption and actual costs must be measured in a pilot.
Capacity released / year770 h
Capacity value, year 1 net of costs-€4,950
Recurring net capacity value / year€25,050
(Cases × minutes saved / 60 × adoption) × hourly cost − recurring costs − year-one implementation. Negative results remain visible.
COUNTERFOLD / THE CONNECTED SUITE
From fact to action. Without losing the thread.
01
Eridanos
Collect, date and reconcile evidence.
02Ariadne
Connect entities, contracts, cases and owners.
03Polydeuces
Maintain shared state and dependencies.
04Icarus
Compare consequences under constraints.
05Solon
Assist roles, govern action and verify.
Your knowledge. Your operating boundaries.
Locally hosted model, private European environment or expressly authorised service: the choice is tested on your tasks. Facts remain in governed systems. Model adaptation is used only when it delivers measured improvement; your data, examples, logs and versions remain controlled.
Explore control choicesSTART WITH ONE REAL DOSSIER
Bring the decision.
We will connect the evidence.
One authorised historical case, its owner and a success criterion. That is the starting point for a measurable evaluation.
Arrange a private demonstrationThis demonstration claims no client, partnership or commercial result.