AI SOLUTIONS FOR DATA
4.8/5

AI workflows for your custom data pipeline

Custom AI workflows powered with RAG and AI agents that extract data from any format: text, documents, images, audio, and video. 

99.7%field accuracy
10M+records delivered
500M+sites covered
GDPR & CCPAcompliant
Fully managed AI

A managed AI solution.

QUERY · RETRIEVE · CITEQUERYRETRIEVELLMGENERATESOURCE ¹CITED ANSWER
RAG

Answers from your data, with citations.

Retrieval pipelines that answer questions from your own data sources, with every answer traceable to the source. We handle the multimodal extraction, indexing, and retrieval, then deliver structured, retrieval-ready data into your vector store. Your data stays in your environment: never trained on, never reused.

Explore RAG
PLAN · ACT · OBSERVETASKWEBAPIDBAGENT1Collect2Structure3Deliver
AI Agents

Autonomous agentic workflows.

Agents that learn your processes and run multi-step workflows on their own: collecting and structuring data, monitoring sources, triaging alerts, automating research. They connect to the tools you already run and get sharper with every pass. Built on Forage AI’s extraction pipelines, fully managed and tuned to how your team actually works.

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MATCH · DEDUPE · MERGECRMABC CorpERPABC CorporationDBABC Co LtdMATCH97%ABC Corp.GOLDEN RECORDmerged from 3 sources
Entity Matching

One clean record across every system.

Resolve, deduplicate, and unify fragmented records at scale. “ABC Corp”, “ABC Corporation”, and “ABC Co Ltd” collapse into one canonical entity across your databases, CRMs, and procurement systems, with models trained on your industry’s terms and human review where the match is close. Useful for KYB and KYC, vendor and supplier master data, customer records, and provider directories.

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WATCH · DIFF · ALERTexample.com/pricingNAV / share$12.40$13.10CHANGE DETECTEDprice · $12.40 → $13.10
Change Monitoring

Alerts on the changes that matter.

Track any data point across thousands of sources and hear about it the moment something real changes: a price, an inventory level, a regulatory filing, a page layout. Adaptive monitoring adjusts when sites get redesigned so the pipeline doesn’t break, and a baseline period filters the noise so you get the changes that matter.

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The AI problem

Where workflows break.

Generic stacks turn every source into nulls, parse errors, and missed fields. Forage AI returns one verified, structured record from any input.

The generic stack

Off-the-shelf tools, generic retrieval, public APIs. Every source type fails its own way.

FRANKENSTACK
fieldvalue
source.urltimeout
filing.date— null —
chart.nav?? parse
call.transcript— null —
tone.sentimentlow conf
entity.idA402 ?
[ FAILED ]Missing data · pipeline failed
Forage AI workflow

Custom built, fully resolved.

FULLY MANAGED
fieldvalue
source.urllive99%
filing.date2024-03-1598%
chart.nav$12.4M96%
call.transcript14:3297%
tone.sentimentPositive94%
entity.idMRDN·A40299%
Confidence scoredHuman-verifiedEntity resolvedAlways monitored
[ SUCCESS ]Clean data delivered · ready to use
What we build

Complete workflow. One managed pipeline.

Each workflow is a managed pipeline tailored to your data and goals.

Text Analytics

Structure in your
unstructured text.

Cluster large volumes of text into meaningful themes, and extract the entities and signals that matter from unstructured sources, using models trained on your domain. Ideal for theme discovery, sentiment monitoring, content classification, and research.

Topic clusteringEntity extractionSentiment analysisContent classification
TEXT ANALYTICSRAW TEXT“support fromAcme was great”“delivery toAustin ran late”“pricing, perDana, is fair”MODELSupport · 24ORGDelivery · 18GEOPricing · 12PER
Audio & Video

Intelligence from
audio and video.

Pull transcripts, sentiment, and keywords from audio, and objects, activity, and sentiment from video. Best for call recordings, media monitoring, and research, where the signal lives outside the text.

TranscriptionSentimentObject recognitionActivity detection
AUDIO & VIDEOAUDIO02:14VIDEO00:42PERCARMODELTRANSCRIPT00:0300:0900:16POS 0.82OBJ · PERSONOBJ · VEHICLEACT · WALKING
Document Analysis

Every document,
sorted and mapped.

Classify and route documents by type automatically, and map the structure of complex files down to sections, tables, and columns. Combines automated models with human review where the call is close. Useful for document triage, routing, and sorting at scale.

ClassificationAuto-routingLayout mappingDocument triage
DOC ANALYSISLAYOUTDOC.PDFSECTIONTABLECOLUMNSCLASSINVOICEROUTED128CONTRACTROUTED64FORMROUTED39HUMAN REVIEW ON CLOSE CALLS
Custom Models & Agents

Models and agents
built for your domain.

Language models trained on your domain, your terminology, and your data. Autonomous agents that learn your processes, execute multi-step workflows, and connect to the tools you already run. When an off-the-shelf model or a generic agent won’t do, we build the one that will.

Domain LLMsAutonomous agentsMulti-agent systemsTool integration
Talk to our AI experts
MODELS & AGENTSDOMAINontologyyour termsedge casesexamples+ YOUR DATALLMA1A2AGENTCRMAPIDB
Customer testimonials

Voices from the data teams
already on the other side.

Definitive Healthcare

Healthcare

Their dedication to aligning improvements with our long-term objectives showcases their understanding of our business needs. This partnership has proven to be a catalyst for mutual growth and success.

Anna O’BrienDirector of Data Specialists

OurFamilyWizard

Co-Parenting SaaS

Our team would recommend Forage AI as a trusted AI partner to help gather and draw insights from market data.

Hunter LarsonSales Ops & Systems Manager

22C Capital

Private equity

We continue to recommend Forage AI without reservation to businesses in need of high quality, customized data automation solutions.

Kevin BlackPartner
Data to feed your AI

More ways we put
your data to work.

The same team and standards behind your workflows also feed your AI with web and document data.

Docs Data

Intelligent Document Processing

Turn unstructured documents — PDFs, invoices, contracts, and forms — into clean, validated, structured data. Classification, OCR, and extraction tuned to your document types and rules.

  • Any doc type - including handwritten
  • Human-in-the-loop QA
  • Straight into your systems
Learn more
Web Data

Web data extraction service

Turn the open web into clean, accurate, structured data. We build, manage, and maintain your entire data acquisition pipeline. Backed by advanced tech years and expertise. Get accurate data, on time, every time.

  • AI-ready data
  • Human-in-the-loop QA
  • GDPR & CCPA Compliant
Learn more
Resources

Latest and hottest in AI.

All resources

Researching your way through AI solutions? Start here.

Guide

How to scope a custom web extraction project without wasting Q1

12 min readRead guide
Playbook

Beating anti-bot defenses without breaking compliance

Case study

How Expert Institute automated social and news intel for legal research

FAQ

Frequently asked questions

Ask a question
We build retrieval workflows on documents we ingest end-to-end, which means the retrieval layer is working with structure rather than against it. Headers, defined terms, footnote anchors, and cross-references are extracted as metadata during ingestion and used to ground retrieval. Hybrid search with reranking on top. The result is fewer confidently-wrong answers and more retrievable structure for the model to reason against.
Both, depending on the use case. Agentic extraction inside a single document, where a review-and-correct loop catches what a single pass misses. Multi-agent workflows where the task has distinct parts — one agent retrieves, another verifies, another summarizes — coordinated end-to-end. We use the agentic pattern where the document complexity or workflow structure justifies the extra processing cost, not by default. Production over novelty.
Yes. When off-the-shelf LLMs miss because of domain-specific terminology, layout patterns, or edge cases, we train custom models on your inputs, narrowly scoped for the specific task. Smaller and cheaper to run than calling a frontier model on every record. Higher accuracy on your data. The model lives inside your pipeline and stays yours — no shared training across customers.
Yes. Sovereign deployment is available for workflows where the data can’t leave your environment. Pipeline, models, extraction, and storage all sit inside your tenancy. Air-gapped where the legal team requires it. We still build, run, and maintain the pipeline — the data never moves to our side.
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Let's build your AI workflow.

Tell us about your business and project requirements.

  • Source health check on your actual targets
  • A tailored plan scoped to your use case
  • Sample output before you commit
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