Self-healing pipelines
Agents detect when a source changes and re-route automatically, so nothing needs patching by hand.
AI SOLUTIONS FOR DATA
4.8/5
4.8/5Adaptive automation via AI agents
Smart automation that evolves with your business. Our AI agents use multi-layered AI reasoning to navigate unpredictable data landscapes. They dynamically adjust in real time and ensure continuous accuracy and human-level precision.
99.7%accuracy
10M+records delivered
500M+sites covered
GDPR & CCPAcompliant
What is adaptive automation
Automation that learns, adapts, and acts on its own.
Adaptive automation via AI agents is the shift from static, rule-based pipelines to intelligent systems that understand goals, navigate changing environments, and execute complex workflows with minimal oversight. Unlike traditional automation which breaks the moment conditions change, adaptive agents monitor outcomes, self-correct, and improve with every run.
Context-aware decisions
NLP and semantic reasoning let agents understand the purpose behind a task, not just the literal instruction.
Multi-agent teamwork
Specialist agents collaborate on problems no single model could solve.
Continuous improvement
Every extraction feeds back into the system, and accuracy compounds over time.
Forage AI advantage
From data to intelligence.
Forage AI builds and maintains the full data engineering stack, so whatever format your data lives in, we can turn it into something your team can use.
Text AnalyticsStructure in your
Structure in your
unstructured text.
Cluster text into meaningful themes and extract the entities and signals that matter, using models trained on your domain.
Topic clusteringEntity extractionSentiment analysisContent classification
Forage AI capabilities
AI Automation that makes your data work harder.
Answers from your data, with citations.
Retrieval pipelines that answer questions from your data, with every answer traceable to the source. We handle extraction, indexing, and retrieval end-to-end. Your data stays yours: never trained on, never reused.
Explore RAG →Autonomous agentic workflows.
Agents that run multi-step workflows on their own: collecting data, monitoring sources, triaging alerts, automating research. Integrated with your existing tools, they get sharper with every pass.
Explore AI Agents →One clean record across every system.
Resolve and unify fragmented records like “ABC Corp,” “ABC Corporation,” “ABC Co Ltd” into one canonical entity across your databases, CRMs, and procurement systems. Trained on industry context, with HITL to ensure utmost accuracy.
Explore Entity Matching →Alerts on the changes that matter.
Track any data point across thousands of sources, and get alerts the moment something real changes - a price, an inventory level, a regulatory filing. Adaptive monitoring adjusts to website redesigns and filters out the noise, so you only get changes that matter.
Explore Change Monitoring →Why work with us
Best of technology and experience.
AI engineers, project managers, and data experts who become part of your team. From scoping the agents through production, and the ongoing tuning after.
Complex AI is our forte
We build the AI workflows others can’t, on the data others won’t touch. Niche sources, messy formats, and hyper-scale volumes, all handled with precision.
Dedicated team
A PM with a dedicated AI team owns your project end-to-end. Single point of contact for status, tickets, and communication. Scheduled check-ins on the cadence your workflow sets.
AI tuned to your workflows
Models, agents, and pipelines designed for your particular needs. No off-the-shelf templates. Easily scale from hundreds to millions of records.
In it for the long run
Future-ready infrastructure, sharp minds, and hands-on consultation. Built to grow with you.
Customer testimonialsVoices from the data teams
Voices from the data teams
already on the other side.
Data to feed your AIMore ways we put
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
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
Resources
Latest and hottest in AI.
All resources →Researching your way through AI solutions? Start here.
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.
START FORAGING
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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