AI-native automation
Automate work across
PDF and 
PracticePantherwith Caddi AI Agents.
Automate anything you do across PDF, PracticePanther, and the rest of your tools. Sign in, show or tell Caddi what you want, and it runs end to end. No workflow builder.
How to connect PDF and PracticePanther
- Engagement letter.pdf
1Add your PDFs
Upload them, or point Caddi at their folder.
Connect PracticePanther to Caddi
Allow2Sign in to PracticePanther
One click with your own PracticePanther login. No API keys.
Create contact in PracticePanther when classify in PDF.
ScreenshareType it3Show or tell it
Screenshare the job, or type it in chat. Change it any time.
- Running
14 done1 for review
4Watch it run
Caddi does the work and flags anything unsure for review.
What Caddi is and how it works
An AI teammate that runs your back-office loops.
- Doesn't break. Caddi reads intent, so when fields move or UIs change, your loop keeps running.
- Taught like a new hire. Walk Caddi through the work once. Tweak it later by chat, with no workflow builder to re-architect.
SOC 2 attested · Human-in-the-loop · Full audit trail · 150+ tools across legal, finance, and operations
Practical ways to use PDF and PracticePanther together
In a law firm the work between PDF and PracticePanther is organized by matter: the right client, the right matter, the right people on it. Caddi carries that context through every step, so nothing is filed against the wrong case.
- 01
Create contact in PracticePanther when classify in PDF.
Caddi watches PDF for classify and create contact in PracticePanther. No copy-paste, no missed records.
- 02
Document extract in PDF when new contact in PracticePanther.
Caddi watches PracticePanther for new contact and document extract in PDF so the two systems stay in lockstep.
- 03
Create matter in PracticePanther from PDF events.
When summarize happens in PDF, Caddi create matter in PracticePanther with the right context attached.
Actions Caddi can take across PDF and PracticePanther
- PDF
Classify
Classifies text content using AI with customizable classification types (language, tone, sentiment, topic, category), accepting content directly or automatically downloading from S3.
- PDF
Summarize
Summarizes text using AI with customizable style and length parameters, accepting content directly or from S3.
- PDF
Get form fields
Discovers all form fields in a PDF including field types, options, and validation rules.
- PDF
Document extract
Extracts text or structured fields from PDF documents and images stored in S3 Use mode "full_text" to extract all document text, or mode "schema" with a JSON Schema to extract specific named values…
- PDF
Extract
Extracts specified information from text using AI, accepting content directly or automatically downloading from S3.
- PDF
Extract data from PDF
Extracts specific field values from PDF documents using AWS Textract for OCR and LLM for intelligent field mapping, with automatic batching strategy for large schemas.
- PDF
Extract fields with OCR
Extracts specified field values from images (JPEG, PNG) and PDFs using AI-powered OCR with confidence scoring and validation, automatically downloading content from S3 (supports both full S3 keys a…
- PDF
Extract multiple fields
Extracts values for specified fields from text using AI, accepting content directly or from S3.
- PDF
Write
Generates written content using AI with customizable style, format, tone, length, language, purpose, and audience parameters, accepting content directly or automatically downloading from S3.
- PDF
Extract pages
Extracts one or more pages from a PDF stored in S3 and saves the result as a new PDF file in S3 Specify start_page and end_page (1-indexed, inclusive) to select the page range.
- PDF
Extract text
Extracts all text from PDFs with support for page ranges and maintains text structure.
- PDF
Fill form
Fills PDF form fields and automatically saves the completed PDF to S3 with optional flattening.
- PDF
Image to PDF
Downloads images from S3, converts them to a multi-page PDF with configurable page sizing, and uploads the result to S3.
- PDF
Merge documents
Downloads multiple PDFs from S3, merges them with optional page range selection, and uploads the merged PDF to S3 Set flatten_form_fields to true when merging PDFs with filled forms or signatures t…
- PDF
Text to PDF
Creates a PDF from text content with configurable formatting options (page size, margins, font size, bold text), and uploads the result to S3.
- PracticePanther
New contact
Triggers when a new contact is created in PracticePanther.
- PracticePanther
New matter
Triggers when a new matter is opened.
- PracticePanther
Event scheduled
Triggers when an event is added to the calendar.
- PracticePanther
Create contact
Add a contact with address, phone, and matter associations.
- PracticePanther
Create matter
Open a new PracticePanther matter with client and billing details.
- PracticePanther
Create task
Schedule a follow-up task against a matter.
- PracticePanther
Add time entry
Record time against a matter and activity code.
- PracticePanther
Add note
Log a timestamped note against a matter.
Common questions
How does Caddi connect PDF and PracticePanther?
PDF and PracticePanther just run together. You teach Caddi the way you'd teach a new hire: walk it through how you use them today, with no workflow builder to wire up. Caddi turns that walkthrough into a verified loop and runs it against PDF and PracticePanther end-to-end.
Do I need engineering help?
No. Whoever does the work today walks Caddi through it on a call, the same way they'd train a new hire. Caddi builds the loop. No code, no IT ticket.
Is my data safe?
Yes. Caddi is SOC 2 attested. The AI watches and builds the automation, and once the loop ships it runs as deterministic code, repeatable and logged, with any model step scoped and reviewable.
Can Caddi connect PDF and PracticePanther to other tools too?
Yes. Most Caddi loops span 3–6 tools. Once the first PDF + PracticePanther loop is live, Caddi suggests other tools and other workflows to fold in.
How fast can it go live?
Typical first loops ship within a week of that first walkthrough. The Caddi team reviews every loop before it runs in production.
Does this work for law firms?
Yes. Caddi runs PDF and PracticePanther with the matter as the unit of work, so documents, time, and communications land against the right client and matter rather than in a general folder. Firms most often start with intake, document filing, or billing prep.
Ready to automate PDF and PracticePanther?
Drop your work email and we'll show you Caddi running end-to-end against PDF, PracticePanther, and the rest of your stack.
Or skip the demo: sign up free and build it yourself.