zanthos

Services · Workflow Automation

Stop retyping documents into systems.

Invoices, contracts, forms, and emails arrive every day, and someone on your team reads each one and types it into a system. We build AI pipelines that do that work in seconds — with a human review step for anything the AI isn't sure about.

Why now

Back-office automation is the fastest-growing SMB use of AI.

38%

of small businesses have active AI pilots in scheduling and administrative support, and 34% in workflow automation — the fastest-growing back-office use cases.

Upwork Research Institute, State of AI in SMBs, 2026
47%

of SMBs cite data quality as a top barrier to AI adoption. Clean, validated extraction from messy documents is exactly the fix.

Techaisle, 2025 SMB & Midmarket AI Adoption Trends (n=2,100)

What we build

Extraction, routing, and review — feeding the systems you already run.

  • Document extraction: pull structured data from PDFs, scans, invoices, contracts, and forms
  • Classification and routing: incoming documents and emails sorted and sent to the right queue automatically
  • Human-in-the-loop review: low-confidence extractions flagged for a person before they touch your books
  • System integration: validated data delivered into your ERP, CRM, accounting software, or database
  • Automated drafting: first drafts of recurring reports, summaries, and correspondence from your data
“The goal isn't replacing your ops team — it's giving them back the hours they spend retyping what a document already says.”
— Jorge Oliveira, Co-Founder, zanthos Inc.

Process

How an engagement works.

  1. Free 30-minute consult. Walk us through one document-heavy process; we'll tell you what's automatable and what isn't.
  2. Pilot on your real documents. We run the pipeline against a sample of your actual files so you can check extraction accuracy yourself.
  3. Production integration. Connected to your systems, with validation rules and a review queue for edge cases.
  4. Measure and expand. We track accuracy and hours saved, then extend the pipeline to the next workflow.

FAQ

Frequently asked questions.

Our documents are messy — scans, PDFs, emails, spreadsheets. Can you handle that?

Yes — messy input is the normal case. Modern AI models read scans, tables, and inconsistent formats far better than legacy OCR, and validation checks flag bad extractions for a person instead of letting them flow into your systems.

What if the AI gets a field wrong?

Every pipeline includes confidence scoring and a human review step for low-confidence extractions. You choose the threshold: fully automatic for routine documents, reviewed for anything unusual.

Does this replace our existing systems?

No — it feeds them. Extracted, validated data lands in the ERP, CRM, accounting, or database systems you already run.

Which workflows are the best starting point?

High-volume, repetitive ones: invoice intake, contract review, form processing, report drafting, and email-to-system data entry. We help you pick the highest-ROI starting point in the first call.

Have a process that eats your team's week?

Grab time directly on our calendar, or send a note — we enjoy difficult questions and reply promptly.

Book a free 30-minute consult

zanthos Inc. · Boston, Massachusetts
contact@zanthos.com

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