automated AI extraction pipeline
repeatable, accurate results — at scale
insights you can build on
convert unstructured data into structured insights
resolve questions by context – not keywords
build applications on a relevant knowledge base
how it works
dex builder
classify • refine • build
a sandbox to build, refine, and validate extraction schemas before you scale them in production
classify your data
Automatically cluster documents into a hierarchy of types so each schema targets the right context.
refine your schema
Use LLM assistance to generate schema definitions, run tests, refine and approve versions.
build your jobs
Connect schemas to corpus and create jobs ready for large-scale execution in the Pipeline.
dex pipeline
schedule • connect • extract
a production engine that runs your dex jobs across millions of documents, integrated seamlessly into your workflow
schedule jobs
Import builder-defined jobs, queue and prioritize them, coordinate batch or streaming runs.
connect your data
Hook up internal repositories, cloud storage, or APIs as targets for each job.
extract results
Extract and deliver results to your graph, warehouse, or APIs in the formats your teams use.
pipeline under the hood
DEX includes an embedded AI pipeline for targeted extractions across text, tables, and images. It offloads complex workflows and returns structured intelligence for search, analysis, and applications - integrating via API, CLI, or white-labeled UI while scaling with your corpus and controlling cost.
You define the extraction schema; DEX’s orchestrator does the rest - splitting work (entities, tables, image tags) and routing it to the ideal engine (public LLMs, multimodal vision, or your local Llama) by accuracy, cost, and policy. Results land as a single unified dataset with cost planning and key management for a simple, predictable invoice.
DEX ships as a containerized OEM platform with full documentation. Our engineers can embed the solution into your workflows for seamless operations, or you can choose a managed-service model where we run the jobs. By default, the package calls our hosted APIs, however, a fully on-prem deployment is also available.
features & modules
entities
define custom types and extract all matching entities
geospatial
geolocate and contextually query maps and repor,
relations
infer custom relationships between extracted entities
data
analyzes structured and unstructured data
(pdf, doc, xls, etc.)
ontologies
multiple and custom ontology mappings supported
interface
custom graphical, command line and API interfaces available
tables
data from embedded tables extracted for search and analysis
executive
multi-modal decisions automatically managed by executive functions
evidence
build your decision case by extracting sourced evidence
cost
built-in cost estimation and reduction tools across all models
industries & use cases
publications
Academic publishers, digital libraries, and research indexing services can embed DEX to harvest metadata (titles, authors, abstracts), extract key topics and citations, and classify articles by area. Platforms like journal aggregators or scholarly search engines can then use DEX to keep their content discovery fast, accurate, and up-to-date.
bioinformatics
Bioinformatics and genomics-analysis platforms use DEX to scan research papers and lab reports for gene names, variants, phenotypic associations, and pathway relationships. DNA-annotation tools and precision-medicine startups embed DEX to automatically populate their databases with the latest discoveries from large-scale sequencing studies.
real estate
Proptech and real-estate intelligence platforms can integrate DEX to extract property attributes (square footage, zoning, ownership history) from deeds, permits, site-plans plus and even image tags from photos or site surveys. MLS aggregators and CRE analytics services rely on DEX to keep listings enriched and searchable.
pharma
Clinical trial management and regulatory-submission software providers can leverage DEX to pull protocols, dosage details, adverse-event reports, and efficacy results straight from PDFs and journals. Companies building pharmacovigilance or drug-development dashboards integrate DEX to streamline compliance workflows and power real-time safety analytics.
patents
Patent-analytics and IP-management systems tap DEX to parse patent documents for invention titles, claim language, citation trees, and legal status. Firms offering portfolio-benchmarking or competitive-landscape tools embed DEX to deliver instant insights into filing trends and freedom-to-operate risks.
legal
Contract-lifecycle management and e-discovery vendors incorporate DEX to identify clauses, obligations, expiration dates, and risk factors across thousands of agreements and court filings. Legal-tech firms use DEX to automate due-diligence, compliance checks, and contract-review workflows with pinpoint accuracy.
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