One Platform. Configured for Your Industry.

DataStruct AI adapts to your industry through domain packs: pre-configured terminology, document types, extraction templates, and compliance rules.

Insurance & Risk

Underwrite faster with document intelligence

Pain Points

  • Policy review for coverage gaps requires reading every clause
  • Claims extraction is manual and error-prone under volume
  • Underwriting risk assessments are buried in unstructured documents
  • Reinsurance treaty analysis is dense and time-consuming

DataStruct AI Solutions

  • Policy term extraction with coverage limit and exclusion mapping
  • Claims evidence extraction with structured output and review routing
  • Broker submission analysis with risk language detection
  • Loss run extraction across historical submissions

Supported Document Types

Insurance PoliciesClaimsBroker SubmissionsLoss RunsFNOLUnderwriting ReportsReinsurance Treaties

Healthcare & Life Sciences

Evidence synthesis for research-driven decisions

Pain Points

  • Regulatory submissions require meticulous documentation review
  • Adverse event reports are buried across disparate systems
  • Clinical trial data extraction is manual and inconsistent
  • Systematic reviews take months of researcher time

DataStruct AI Solutions

  • Clinical trial data extraction (endpoints, sample sizes, outcomes)
  • Adverse event extraction across document sets
  • Regulatory submission compliance checks against requirements
  • Evidence synthesis across studies with source-grounded summaries

Supported Document Types

Clinical Trial ReportsResearch PapersRegulatory SubmissionsAdverse Event ReportsFDA/EMA FilingsStudy Protocols

Government & Public Sector

Transparent analysis for public accountability

Pain Points

  • Tender evaluation across dozens of bid responses is slow
  • Policy consultation responses need thematic analysis at scale
  • FOI request processing requires comprehensive document review
  • Audit trail requirements for every decision are resource-intensive

DataStruct AI Solutions

  • Tender evidence assembly against criteria you define, for evaluator sign-off
  • Consultation response theme extraction and clustering
  • Policy impact assessment analysis with evidence linking
  • Procurement compliance rule packs with source-linked evidence trails

Supported Document Types

Tender/Bid ResponsesPolicy DocumentsFOI RequestsParliamentary RecordsGrant ApplicationsImpact AssessmentsMinisterial Briefs

Real Estate & Construction

Portfolio intelligence across every lease and title

Pain Points

  • Lease portfolios contain thousands of clauses to track
  • Title document review for defects is tedious and high-stakes
  • Planning application compliance requires cross-referencing regulations
  • Environmental survey risk assessment depends on manual reading

DataStruct AI Solutions

  • Lease term extraction (rent, breaks, reviews) across portfolios
  • Title defect and encumbrance flagging with severity scoring
  • Environmental risk language flagged in survey data, for reviewer assessment
  • Portfolio-wide comparison and benchmarking across assets

Supported Document Types

Lease AgreementsTitle DocumentsPlanning ApplicationsBuilding SpecsEnvironmental SurveysDilapidation ReportsValuation Reports

Energy & Utilities

Permit tracking and ESG reporting at scale

Pain Points

  • Complex permit conditions span multiple assets and jurisdictions
  • EIA requirements tracking is fragmented across teams
  • Regulatory filings to multiple bodies require parallel compliance
  • ESG transition reporting pressure is intensifying each cycle

DataStruct AI Solutions

  • Permit condition extraction and compliance tracking across assets
  • Emissions data extraction from regulatory filings
  • Decommissioning obligation extraction with source links
  • Transition target extraction for progress reporting

Supported Document Types

Operating PermitsEnvironmental Impact AssessmentsTechnical SpecsRegulatory FilingsGrid Performance ReportsTransition Reports

Pharma R&D & Biotech

Accelerate drug development with document intelligence

Pain Points

  • Patent landscape analysis across thousands of patents is overwhelming
  • Competitive pipeline intelligence is scattered across sources
  • Regulatory dossier preparation is document-intensive
  • Extracting comparable data from hundreds of publications is slow and inconsistent

DataStruct AI Solutions

  • Patent claim analysis and freedom-to-operate assessment
  • Pipeline intelligence extraction (compound, indication, phase)
  • Regulatory milestone tracking across submissions
  • Literature data extraction with source-linked summaries

Supported Document Types

PatentsScientific PublicationsClinical TrialsRegulatory DossiersDrug LabelsFDA Complete Response LettersSOPs

Defence & Aerospace

Bid compliance evidence and supplier assurance

Pain Points

  • Bid compliance against hundreds of technical requirements is laborious
  • Supplier evidence arrives in many formats and must be checked against the same requirements each cycle
  • Supplier audit trail maintenance spans years of records
  • Requirement traceability across proposal volumes is manual and slow

DataStruct AI Solutions

  • Compliance matrix population from bid documents, for reviewer sign-off
  • Requirement-by-requirement evidence findings with source links
  • Supplier audit evidence checked against your requirements, with gaps stated
  • Technical specification extraction with cross-referencing

Supported Document Types

Bid DocumentsTechnical SpecsCompliance MatricesSupplier AuditsTest ReportsCertificates

Academic & Scientific Research

Build institutional knowledge that compounds

Pain Points

  • Literature reviews across thousands of papers consume months
  • Grant application preparation requires extensive evidence gathering
  • Methodology comparison across studies is manual and inconsistent
  • Cross-departmental knowledge sharing is limited to personal networks

DataStruct AI Solutions

  • Corpus-wide semantic search across all institutional publications
  • Automated thematic clustering and topic extraction
  • Methodology and quality assessment with structured comparison
  • Cross-paper evidence synthesis with source-linked passages

Supported Document Types

Journal ArticlesTheses/DissertationsWorking PapersConference PapersGrant ApplicationsPeer ReviewsBook Chapters

Professional Services & Audit

Audit intelligence for engagements of any size

Pain Points

  • Audit working paper review across large engagements is time-intensive
  • Going concern assessment requires reading all client documents
  • Related party transaction identification spans multiple sources
  • Mid-tier firms lack resources to build document intelligence internally

DataStruct AI Solutions

  • Audit finding extraction with severity classification and linking
  • Going concern indicator detection across financial documents
  • Related party transaction flagging with evidence trails
  • Internal control weakness identification and categorisation

Supported Document Types

Audit ReportsWorking PapersClient FinancialsManagement LettersCompliance ReportsTax FilingsEngagement Letters

Corporate Reporting & ESG

Turn annual reports into actionable intelligence

Pain Points

  • Manually reading annual reports for key metrics is unsustainable
  • ESG disclosure comparison across issuers is a spreadsheet nightmare
  • Year-on-year changes in commentary go undetected
  • Peer benchmarking requires weeks of analyst time per cycle

DataStruct AI Solutions

  • KPI extraction (revenue, governance, ESG metrics) with confidence scores
  • Peer group comparison across issuers and reporting periods
  • Cross-year search across reports, with each figure linked to its source passage
  • Disclosure completeness rule packs for reporting standards

Supported Document Types

Annual ReportsSustainability ReportsProxy StatementsEarnings ReleasesRegulatory FilingsInvestor Presentations

Compliance & Regulatory

Rule-pack checks with evidence

Pain Points

  • Checking documents against regulatory requirements is time-consuming
  • Missing disclosures are only caught during audits, not proactively
  • Policy version comparison is manual and error-prone
  • Evidence collection for audit readiness is scattered across systems

DataStruct AI Solutions

  • Declarative rule packs with deterministic condition types
  • Missing-disclosure checks with red/amber/green rule status, for reviewer sign-off
  • Centralised action log with evidence linking on findings

Supported Document Types

Regulatory FilingsPolicy DocumentsCompliance ReportsAudit DocumentsRisk Assessments

Don't see your industry?

DataStruct AI includes a Custom Domain Pack that you can configure for any document-heavy workflow.

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