Data in
Broker email and attachments
Applications, property schedules, loss runs
Solutions Lab
Where solutions
become
evidence.
Every asset shows what it solves, how it's built, and how far it has gone.
FeaturedSolution
Insurance · AI and Autonomous Operations
QAO SubmissionIQ
Broker submissions read, checked against underwriting appetite and ranked, with a one-page summary for every underwriter.
70%
Reduction in triage time
3x
Submissions reviewed per underwriter
100%
Facts linked to their source
Maturity
ConceptBlueprintPrototypePilotProduction
How it's built
Intelligence
Extraction and appetite agent
Reads, checks appetite, scores priority
Human in the loop
Underwriter workbench
Ranked queue, summary, decision
Systems of record
Policy admin and CRM
Decision and audit trail
Solution
EmailScoreWorkbench
INSURANCE · AI AND AUTONOMOUS OPERATIONS
QAO SubmissionIQ
- Problem
- Underwriters cannot read every broker submission in time.
- We built
- Submission reading, appetite scoring and one-page underwriter summaries.
- Proof
- Working demo on synthetic submissions
- Stack
- LLM · document AI · rules engine
Solution
IntakeRulesLetters
BFSI · APPLICATION AND EXPERIENCE ENGINEERING
QAO DisputeDesk
- Problem
- Card disputes miss legal deadlines and evidence is scattered.
- We built
- Guided intake, a deadline engine and ready-made evidence packs.
- Proof
- Working demo on synthetic disputes
- Stack
- Rules engine · workflow · document generation
Accelerator
LegacyCompareSign-off
BFSI · CLOUD AND PLATFORM MODERNIZATION
QAO ParityCheck
- Problem
- Mainframe migrations struggle to prove the new system matches the old.
- We built
- Field-level comparison with tolerance rules and a sign-off report.
- Proof
- Finds planted defects in sample batch runs
- Stack
- File-layout parser · compare engine · AI explainer
Accelerator
CRMClassifyCockpit
BFSI · CUSTOMER EXPERIENCE
QAO ComplaintPulse
- Problem
- Complaints breach regulator deadlines inside existing CRMs.
- We built
- A layer over the CRM that classifies, clocks and escalates complaints.
- Proof
- Working demo on synthetic complaints
- Stack
- Classification · SLA rules · CRM connector
Accelerator
CoreScoreCases
BFSI · CYBERSECURITY AND DIGITAL TRUST
QAO MuleShield Connect
- Problem
- Small banks struggle to plug into national mule-account detection.
- We built
- Core banking adapters, data preparation, scoring connector and case workflow.
- Proof
- Finds a planted mule ring in a sample bank
- Stack
- Data pipeline · graph analytics · API connector
Case Study
InboxScoreUnderwriter
INSURANCE · AI AND AUTONOMOUS OPERATIONS
Submission triage for a mid-sized commercial insurer
- Problem
- Thousands of broker submissions a year, most never reviewed in time.
- We built
- SubmissionIQ on the insurer's intake inbox with its own appetite rules.
- Proof
- 70% faster submission triage
- Stack
- LLM · document AI · rules engine
Case Study
CoreScoreCases
BFSI · CYBERSECURITY AND DIGITAL TRUST
Mule detection for an urban cooperative bank
- Problem
- Mule accounts moving fraud money through a small bank unnoticed.
- We built
- MuleShield Connect running nightly on the bank's core banking data.
- Proof
- 38 mule accounts flagged in the first nightly run
- Stack
- Data pipeline · graph analytics
Blueprint
DocsAgentReview
BFSI · DATA AND DECISION INTELLIGENCE
Document intelligence with a person in the loop
- Problem
- Banks need AI that prepares decisions but never makes them alone.
- We built
- Reference design: extraction agent, policy checks, review cockpit, audit trail.
- Proof
- Reviewed reference design
- Stack
- Agents · retrieval · workflow · audit
Solution
ClaimsMatchRecover
MANUFACTURING & AUTOMOTIVE · AI AND AUTONOMOUS OPERATIONS
QAO RecoverIQ
- Problem
- Warranty costs are paid, but supplier-caused failures are rarely charged back.
- We built
- Claim-to-part-to-supplier matching, failure evidence and recovery claim packs.
- Proof
- Recovery packs in hours instead of weeks
- Stack
- Analytics · document AI · rules engine
Accelerator
FMEACheckSubmit
MANUFACTURING & AUTOMOTIVE · DATA AND DECISION INTELLIGENCE
QAO PPAP Pack
- Problem
- Part-approval documents drift out of sync and delay new part launches.
- We built
- Consistency checks across failure-mode analysis, control plan and work instructions.
- Proof
- Finds planted gaps in a sample approval pack
- Stack
- Document AI · rules · traceability graph
Case Study
MESBriefLead
MANUFACTURING & AUTOMOTIVE · AI AND AUTONOMOUS OPERATIONS
Shift handover for a mid-sized machining plant
- Problem
- Shift handovers lose downtime causes and open quality issues.
- We built
- A shift-brief layer over the plant's MES and downtime logs.
- Proof
- One consistent brief per line, every shift
- Stack
- MES connector · summarisation · dashboards
Solution
EHRRulesPayer
HEALTHCARE & LIFE SCIENCES · AI AND AUTONOMOUS OPERATIONS
QAO PriorAuth Pack
- Problem
- Prior authorizations stall on missing documentation and payer-specific rules.
- We built
- Payer-rule-aware packet assembly from the clinical record, ready for electronic submission.
- Proof
- Working demo on synthetic patient charts
- Stack
- FHIR · rules engine · LLM gateway
Accelerator
ChartGapQuery
HEALTHCARE & LIFE SCIENCES · DATA AND DECISION INTELLIGENCE
QAO CDI Assist
- Problem
- Claims are denied because documentation does not support the diagnosis coded.
- We built
- Pre-bill documentation gap checks and draft clarification queries.
- Proof
- Flags planted documentation gaps in sample charts
- Stack
- Clinical NLP · coding rules · workflow
Case Study
InboxExtractSafety DB
HEALTHCARE & LIFE SCIENCES · ENTERPRISE INTEGRATION AND AUTOMATION
Safety case intake for a mid-sized generic drugmaker
- Problem
- Adverse-event reports arrive as emails and PDFs and are keyed in by hand.
- We built
- An intake connector turning reports into structured safety cases.
- Proof
- Same-day structured case creation
- Stack
- Document AI · safety-case mapping · workflow
Solution
MetersDetectInspect
ENERGY & UTILITIES · DATA AND DECISION INTELLIGENCE
QAO MeterGuard
- Problem
- Smart-meter data arrives in volume, but theft and billing errors still go unnoticed.
- We built
- Anomaly detection on meter readings with field-inspection work orders.
- Proof
- Finds planted tamper patterns in synthetic meter data
- Stack
- Time-series analytics · rules · mobile work orders
Accelerator
RequestScreenEngineer
ENERGY & UTILITIES · DATA AND DECISION INTELLIGENCE
QAO QueueScreen
- Problem
- Grid connection requests pile up faster than engineers can study them.
- We built
- Automated pre-screening of connection requests against network capacity.
- Proof
- Screens a synthetic request queue in minutes
- Stack
- Power-flow screening · GIS · workflow
Solution
RemitValidateDispute
CPG & RETAIL · ENTERPRISE INTEGRATION AND AUTOMATION
QAO DeductionDesk
- Problem
- Retailer deductions and late-delivery fines are written off because disputing them takes too long.
- We built
- Deduction checks against orders, proofs of delivery and contracts, with dispute packs.
- Proof
- Working demo on synthetic retailer remittances
- Stack
- Integration · document AI · rules engine
Case Study
DistributorPlanRep
CPG & RETAIL · DATA AND DECISION INTELLIGENCE
Distributor beat planning for a regional FMCG brand
- Problem
- Sales reps revisit the same stores while others go unserved, and secondary sales stay invisible.
- We built
- Beat planning and outlet-level sales visibility from distributor data.
- Proof
- More outlets covered with the same team
- Stack
- Route optimisation · analytics · mobile app
Solution
InvoiceAuditDispute
TRAVEL, TRANSPORT & LOGISTICS · ENTERPRISE INTEGRATION AND AUTOMATION
QAO FreightAudit
- Problem
- Carrier invoices carry extra charges nobody checks against the contract.
- We built
- Invoice audit against rates, shipment events and contracts, with dispute drafts.
- Proof
- Working demo on synthetic carrier invoices
- Stack
- Integration · rules engine · document AI
Accelerator
LoggerAlertDeviation
TRAVEL, TRANSPORT & LOGISTICS · ENTERPRISE INTEGRATION AND AUTOMATION
QAO ColdTrack
- Problem
- Temperature excursions in transit are found too late to save the shipment.
- We built
- Connector from IoT loggers to alerts and a quality deviation workflow.
- Proof
- Raises alerts on planted excursions in sample shipments
- Stack
- IoT connector · event streaming · workflow
Solution
ApplyCheckReview
PUBLIC SECTOR & GOVERNMENT · AI AND AUTONOMOUS OPERATIONS
QAO PermitCheck
- Problem
- Building permit applications wait weeks for a first completeness check.
- We built
- Automated pre-check of applications against the local code checklist.
- Proof
- Working demo on synthetic permit files
- Stack
- Document AI · rules engine · citizen portal
Accelerator
AlarmsCorrelateNOC
TELECOM, MEDIA & COMMUNICATIONS · DATA AND DECISION INTELLIGENCE
QAO AlarmLens
- Problem
- Network alarm floods hide the one fault that matters.
- We built
- Alarm correlation that groups related alarms and points to the likely root cause.
- Proof
- Finds the root fault in a synthetic alarm storm
- Stack
- Event correlation · topology graph · AI explainer
Accelerator
PayrollCheckRestructure
TECHNOLOGY, SAAS & HR · ENTERPRISE INTEGRATION AND AUTOMATION
QAO PayCode
- Problem
- India's new labour codes change how wages are defined, and every salary structure needs re-checking.
- We built
- Salary-structure impact checks against the new wage rules, with restructuring options.
- Proof
- Analyses a synthetic payroll of 2,000 employees
- Stack
- Rules engine · payroll connector · reports
Accelerator
AskEvidenceAnswer
CYBERSECURITY & DIGITAL TRUST · CYBERSECURITY AND DIGITAL TRUST
QAO VendorTrust
- Problem
- Security questionnaires take weeks and answers drift from the real controls.
- We built
- Evidence-linked questionnaire answers and vendor risk reviews.
- Proof
- Answers a synthetic questionnaire with linked evidence
- Stack
- Retrieval · evidence store · workflow
No matches. Try another industry or solution.
How we prove it
Evidence, not
adjectives.
01
Baseline first
We measure how things work today before we change anything.
02
Criteria up front
Success is agreed in writing before the first line of code.
03
Real data
Evaluated on real or representative data, never a staged demo.
Now in the Lab
What we're building right now.
QAO KYC Assembler for commercial onboardingBFSI · AIPrototype
QAO Payment Exception WorkbenchBFSI · PaymentsBlueprint
QAO Policy and Procedure CopilotBFSI · Enterprise AIPrototype