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From data to decision to done.

Your business runs on thousands of decisions. Wyra builds the AI layer that makes them with you: on your data, inside your workflows.

Built for operators. On the systems you already run, with your approval.

In the field today
A 25-unit hospital group A national pharma distribution network A global pharma major A UAE food & agri group A hospital network

The data sits in your systems. The judgment sits in your people. Wyra brings the two together, so the decision gets made, not just discussed.

Every workflow is a chain of decisions.

From the MD to the floor, the same engine makes them. A few examples; bring us yours.

Hospitals

Cost per procedure, claim rejections, implant cover, discharge drift. These are the calls that decide a hospital group’s quarter. One engine makes them at every level, and every one leaves a receipt.

BILLINGA·12INSURANCE & TPAOPERATING THEATRESUPPLY CHAIN · PROCUREMENTOPDQ·07LABSWARDSPHARMACY
Reads
Cost per procedure across 25 units
HIMSFinance
Reasons
Variance against case-mix and protocol rules
Decides
Standardise the protocol at two units
Acts
Directive issued; 90-day review logged
Reads
Discount % by unit and consultant
HIMSTally
Reasons
Against the discount authority matrix
Decides
Pull two units back to policy
Acts
Matrix enforced in billing; exceptions logged
Reads
Claims ageing across billing and books
HIMSTally
Reasons
Delay 74% vs rejection 6%: payer behaviour, not paperwork
Decides
Escalate three TPAs; price the delay
Acts
Dunning letters sent; interest memo filed
Reads
OT schedule, rosters, pending electives
HIMSRoster
Reasons
Theatre utilisation against cancellation rules
Decides
Re-cut the list; two electives move up
Acts
Schedules rewritten; patients messaged
Reads
Consumption and market rates
ERPContracts
Reasons
Renewal price against re-tender rules
Decides
Renew 80%; re-tender the rest
Acts
Contracts issued; savings logged
Reads
No-shows by channel and slot
HIMS
Reasons
Overbooking rules by specialty
Decides
Overbook 15% at two clinics
Acts
Scheduling rules updated
Reads
TAT logs and shift roster
LIMSRoster
Reasons
Volume against the shift pattern
Decides
Move one technician to nights
Acts
Roster updated; TAT watched
Reads
Live census, ER inflow, staffing
HIMSBed board
Reasons
Occupancy threshold against staffing rules
Decides
Open 12 overflow beds; call in two nurses
Acts
Roster & admissions updated; group informed
Reads
Stock levels × surgery list × lead times
StoresOT list
Reasons
Stockout risk against holding-cost caps
Decides
Reorder tonight, not Monday
Acts
Purchase order written to ERP

Financial services

Dormant books, building exposure, payout SLAs, the day’s collection route. The decisions that move cash and risk, made and logged the moment they’re due.

LENDING & CREDITRISK & EXPOSURECLAIMS & PAYOUTS72HCOLLECTIONSMEMBER SERVICESBRANCH OPS
Reads
Yield by region and channel
LMSFinance
Reasons
Pricing rules against local competition
Decides
Hold the rate, fix fees in two regions
Acts
Circular issued; margin watch logged
Reads
Score, income proof, repayment history
LOSBureau
Reasons
Deviation matrix against sanction authority
Decides
Approve with conditions
Acts
Sanction logged with its deviation receipt
Reads
Repayment streaks by segment
LMSBureau
Reasons
Early-warning rules against cohort drift
Decides
Cap fresh exposure in two segments
Acts
Sanction screens updated; review logged
Reads
Queue age by breach reason
Claims
Reasons
Breach causes against staffing rules
Decides
Reroute files, add one signatory
Acts
Queue rebalanced; SLA clock logged
Reads
Promise-to-pay dates, dues, routes
LMSField app
Reasons
Recovery odds against route cost
Decides
Today’s 14 visits, sequenced
Acts
Route on the agent’s phone; visits logged
Reads
Dormancy, balances, product mix
CBSCRM
Reasons
Reactivation economics against outreach rules
Decides
Three cohorts, one offer each
Acts
Campaigns queued; consent rules enforced
Reads
Turnaround per service, by counter
BranchOps
Reasons
Staffing pattern against the demand curve
Decides
Shift two counters to peak hours
Acts
Roster updated; turnaround tracked

Dairy & FMCG

Export pricing, slipping yield, short trucks, the day’s beat. Margin lives in these calls. Wyra makes them from the plant floor to the boardroom.

MILK PROCUREMENTS·04PRODUCTIONQUALITY LABCOLD STORE & WAREHOUSE4°CDISPATCHD·07SALES & BEATEXPORTS
Reads
Inflow forecast against capacity
WeighbridgePlant ERP
Reasons
Capacity rules against projected inflow
Decides
Book third-party drying for 20 days
Acts
Contract issued; utilisation logged
Reads
Shed-wise inflow, fat and SNF
Weighbridge
Reasons
Seasonal curve against shed history
Decides
Raise procurement price at four sheds
Acts
Rate card pushed; inflow tracked
Reads
Batch yields, line by line
Plant ERPQC
Reasons
Against standard yield norms
Decides
Recalibrate two lines tonight
Acts
Work order cut; yield watch logged
Reads
Batch results against release limits
QC
Reasons
Release rules against blend options
Decides
Blend with a high-SNF lot, retest
Acts
Hold released on pass; trail logged
Reads
Stock and offtake by depot
WMS
Reasons
Demand curve against replenishment rules
Decides
Divert tomorrow’s run to two depots
Acts
Transfer orders raised; cover tracked
Reads
Load plans against confirmed orders
WMSOrders
Reasons
Fill rules against route priority
Decides
Short two low-priority stores, note credit
Acts
Revised load sheet; credits logged
Reads
Outlet offtake, dues, schemes
SFA
Reasons
Sell-in odds against collection dues
Decides
22 outlets, sequenced
Acts
Beat on the rep’s phone; visits logged
Reads
Costing, capacity, currency
Finance
Reasons
Margin floor against utilisation gain
Decides
Counter at 3% higher, hold volume
Acts
Quote sent; the call and its case logged

Integrated steel

Order margins, flagged heats, scrap timing, a line down mid-shift. Each one weighed against your rules, decided before the window closes.

MELT SHOPH·214ROLLING MILLSCRAP & RAW MATERIALSQUALITYMAINTENANCEDISPATCH & ORDERS
Reads
Costing, order book, mill loading
ERP
Reasons
Contribution rules against capacity
Decides
Take it, re-sequence two orders
Acts
Order confirmed; loading plan logged
Reads
Furnace schedule, tariff windows
SCADA
Reasons
Energy cost rules against the heat plan
Decides
Shift two heats off-peak
Acts
Schedule pushed; energy delta logged
Reads
Wear readings, campaign plan
MES
Reasons
Wear limits against delivery dates
Decides
Run 300 tonnes, then change
Acts
Change slotted; wear tracked
Reads
Price curve, stock in days
ProcurementMarket feed
Reasons
Price band rules against the melt plan
Decides
Cover 10 days at today’s price
Acts
PO raised; position logged
Reads
Chemistry and test results
LIMS
Reasons
Grade rules against deviation options
Decides
Regrade to structural, quarantine the rest
Acts
Certificates updated; hold logged
Reads
Fault codes, spares on hand
CMMS
Reasons
Repair time against re-route options
Decides
Shift load to line 2, fix in the window
Acts
Work order cut; downtime logged
Reads
Dispatch queue, freight rates
TMS
Reasons
Freight rules against due dates
Decides
Rake for three orders, trucks for two
Acts
Bookings made; ETAs logged

Pharma distribution

Distributor credit, expiring stock, this week’s collections, the next counter. One engine calls them all, and every call carries its reason.

WAREHOUSECOLD CHAINCREDIT & ARCOLLECTIONSFIELD SALESEXPIRY & RETURNS
Reads
Debtor days and turns by division
ERP
Reasons
Capital rules against growth asks
Decides
Shift limits to the faster-turning division
Acts
Limits updated; debtor days tracked
Reads
Stock-outs by SKU and supplier
WMS
Reasons
Reorder rules against supplier lead times
Decides
Expedite 12 SKUs, rebalance three depots
Acts
POs and transfers raised; fill tracked
Reads
Temperature trail, batch map
IoT loggers
Reasons
Excursion rules, product by product
Decides
Quarantine two batches, release the rest
Acts
QA hold logged; customers notified
Reads
Exposure, payment history
ERP
Reasons
Credit matrix against the sales push
Decides
15 more days, against post-dated cover
Acts
Limit updated; the receipt logged
Reads
Dues, promises, ageing
AR
Reasons
Recovery odds against relationship rules
Decides
40 accounts, sequenced
Acts
List pushed; receipts tracked
Reads
Offtake, dues, live schemes
SFA
Reasons
Order odds against outstanding dues
Decides
18 counters, sequenced
Acts
Route on the rep’s phone; visits logged
Reads
Expiry ladder by SKU and zone
WMS
Reasons
Liquidation rules against return cost
Decides
Discount two lines, return one
Acts
Scheme flagged; returns booked

One engine. Many apps. One operating system for decisions.

ExecVu, the first app on it, is leadership’s view of the enterprise: what is happening across departments, and the key decisions with their financial impact. Underneath, one engine holds your rules and answers for every action.

Your best judgment, running as software. With reasons, receipts, and your final say.

Explore the platform

Reads from your systems. Writes back into them.

Two-way agents on the stack you already run. No rip-and-replace.

Every write is human-gated, audited, and reversible. The action lands where work happens.

A senior engineer on the ground, end to end.

We come to you: map the decisions that move money, encode your rules with your experts, and go live on the systems you already run.

One platform, deployed for you and improving continuously. Your data and your rules stay yours.

See how a deployment runs

Wyra acts only on your approval, keeps your data inside your boundary, and writes a record it cannot quietly edit, so every decision can answer for itself, to you and to your auditors.

It acts on your approval. Your data never leaves your control.

Built for regulated operations: human-gated action, and security enforced by construction, not good behaviour.

Control
Human-gated action
Nothing executes without a person saying yes. The platform proposes; you decide.
Every decision auditable
A tamper-evident record of which rule fired, who approved, and the outcome. "The AI decided" is never the answer.
Stays in your region
Runs inside your systems and your region. When it plugs into your infrastructure, we never hold the data store at all.
Data security
Sensitive data, walled off
PII and PHI are detected at the schema and tokenized in a separate vault. Agents read protected views, never real identities.
Defense in depth
Detection, structural removal of identifiers, redaction before any model call, and deny-by-default access. No single gate is trusted alone.
Isolated by construction
Every customer is a separate deployment, with separate storage and compute. There is no shared surface to leak across.
Full security architecture, including encryption, access control, and audit, available under NDA. Read the full trust overview

See it decide on your data.

A 45-minute call. Bring a decision your team makes every week.

Book a 45-min call
On the systems you already run. NDA on request.