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Human ↔ machine collaboration

Software that reasons like the people who run the operation.

Your systems hold the records. The context every decision also runs on — the planner’s sheet, the procedure, the supplier’s email, what people know — lives around them. Selira brings both into one model, every source keeping its own voice, so every answer, and every agent, reasons with the whole context — and people still make the call.

MRO system1 pumpERP stores1 pumpPlanner sheet1 pumpunitone, not threeshelf A-22scannedserviceablesignedSOURCECLAIMMARJUNSEPNOWon repair · shop authorityshelf · store authority
[ fig. 1 · one unit, three sources ]

The problem

Every system is right about its part. The whole is put together by hand.

Engineering says the pump is unserviceable. Supply says it is available. Stores says bin A‑22, and the last scan says somewhere else. The maintenance system, the ERP and the planner’s sheet each hold a pump. Add them up and you have three. There is one.

The planner knows. The overnight interface lags, the scan is right, and those three records are one pump. That knowledge is written down — in the planner’s spreadsheet, a note in a shared doc, an email from stores — just outside the systems, where no software can reach it.

Put an AI agent on top of the systems alone and it decides without it — only faster, and with more confidence.

Your systems hold the records you paid for. The context that decides what they mean lives around them, where no software sees it.

From outside, followed through

Something changes outside. Watch what it actually reaches.

A supplier slips at a hangar. A distributor asks a valve plant for a date and a price. A business asks a network for 10G by March. Where Selira is going: each one followed through the operation to where nothing more can be concluded, and the ways out prepared — every one with its price — for the person who holds the authority to decide. Scenarios, with illustrative numbers.

INTUI · PEOPLE AND AGENTS, TOGETHERORRERY · HOLDS AND RUNS THE OPERATIONHANGARBAY 3BAY 2A321A320storesreceivingtool cribworkshopplanningcrew roomalternate P/N in 2 daysUPDATED02NRC 0412 back on planUPDATED03redelivery 30 Oct keptUPDATED04pump ETA slips 9 daysPOOL OR LOAN: 10 DAYS AT BESTNEEDS A DECISION ABOVE THE PLAN01approved · +€4.2kFROM THE OPERATORANSWERED
rob the A32134 MH · €6k
both operators must agree
approved alternate+€4.2k
interchangeable per IPC · 2 days
check manager · ≤ €5k
wait for the pump€8k / day
6 days late · contract rate

Dense by nature, best on a larger screen

[ fig. 2 · three scenarios · 11/11 · redelivery 30 Oct kept ]

What it solves

One model. Ten very different questions.

Planning is one of them. Most are about knowing — what is true, who said so, what a change reaches, what we believed then — answered from the same model, in the same product.

  • today runs now, on sample data
  • in build being finished
  • direction where it is going
  1. 01 · Answer · Aviationin build

    Every candidate for this part number — on a shelf, on an aircraft in the hangar, out on repair and back in time.

    A customer needs the part by Friday.

  2. 02 · Prove · Aviationtoday

    What did we believe about this unit on 3 March, and who said so?

    An authority opens an audit.

  3. 03 · Reconcile · Towersdirection

    The seller’s register, the lease list and the field audit disagree about one site. Which is right — and what rent is at stake?

    A portfolio of sites changes hands.

  4. 04 · Guard · Towersin build

    The engineer’s report caps this mast. The new antenna would exceed it, so it is refused — with the rule and the load named.

    An operator asks to add equipment.

  5. 05 · Measure · Manufacturingtoday

    The drawing is in inches and lbf·ft; the plant works in millimetres and N·m. Converted where it can be, refused where the kind is wrong.

    A customer sends a drawing from abroad.

  6. 06 · Run · Manufacturingdirection

    Containment, disposition and sign-off, carried through in order — every step on the record.

    A customer complaint opens a non-conformance.

  7. 07 · Trace · Manufacturingdirection

    Which bars, lots and shipped valves carry heat 2391 — and where are they now?

    The mill withdraws a certificate.

  8. 08 · React · Aviationdirection

    A part slips nine days. What it reaches, where the plan runs out, and the ways out with their prices.

    A supplier’s date moves.

  9. 09 · Bring · Any operationtoday

    The planner’s spreadsheet, kept as a source — its author, its date, its formulas intact.

    The truth lives in a sheet beside the ERP.

  10. 10 · Apply · Aviationdirection

    Which aircraft and components a new directive touches, and what falls due when.

    An authority issues a directive.

What it does

Answers and agents get the context your people already have.

Sheets and docs, in the model

The tracker in a spreadsheet and the procedure in a document, each kept with its author and date beside your systems — formulas intact, nothing re-typed. Email is next.

Context on every decision

A question is answered the way your best people see the operation: across time, space, truth and source, in one go.

Agents prepare, people decide

Where it is going: when something changes, the ways out arrive prepared, each with its price — and the person who holds the authority makes the call.

Everything on the record

Every answer says what it stood on; every action, who decided and when.

Everything Selira does

Four dimensions

The questions your systems struggle to answer in one go

Each one is answerable somewhere — usually in someone’s spreadsheet, or their head. None of them is answerable together, and together is how decisions are actually made.

Time
Can you show me what we knew that morning, before anyone corrected it?
Space
Where is it: here, in transit, with someone else, or last seen in March?
Truth
Whose word counts: the plan, or the person who checked?
Source
The ERP, the maintenance system and my sheet each show a pump. Is that three pumps — or one?

How the four dimensions work

Bring a question your systems can't answer.

Tell us in your own words. We will model it, run it, and show you the answer — and what it stands on. Selira is in early access, and we are looking for design partners.