A PDF, scan or supplier document arrives by email.
TriggerAI document processing and document automation services
We use AI to read, classify and extract data from incoming documents, then connect generation, approvals, e-signatures and filing to the systems you already run.
Book a call- AI extraction from PDFs, scans and email
- Validation and human review
- Document and contract generation
- Connected to your CRM and ERP
-
Gmail
-
Make
AI classifies the document and extracts the required fields.
Action -
ERP or CRM
Validation rules check the data before it is written to the right record.
Action -
Slack
Only low-confidence fields and exceptions are sent for human review.
Action
What we do
AI document processing and automation services
We automate how documents enter, move through and leave your business, using the systems you already run.
-
AI and intelligent document processing
Incoming PDFs, scans, forms and email attachments are classified and turned into structured data. Validation rules check the output, and low-confidence fields go to a person before anything reaches your system of record. Invoice-heavy finance processes sit with our accounting automation.
-
Contract generation and authoring
We turn your approved templates into a contract authoring workflow that assembles the document from live CRM or ERP data, applying the right clauses, pricing and terms per deal, role or country.
-
E-signature and approval workflows
Drafts move through the approval path you define, go out for e-signature in DocuSign or PandaDoc, chase themselves, and file the signed copy against the right record.
-
Contract lifecycle, renewal and obligation automation
One searchable home for every executed agreement, with versioning, an audit trail, named obligation owners, and automated alerts for renewals and notice periods before they lapse.
-
Document automation consulting
Our automation consulting maps the document as it actually moves through your business, then tells you what to build, what to buy and what to leave alone. Most engagements start by proving it on one workflow.
-
Integration with the stack you already run
We connect document and signing tools to HubSpot, Airtable, Make, n8n and your ERP through our software and SaaS integration work, including the systems with no official connector.
Benefits
What changes when documents process themselves?
-
Remove document data entry
AI reads incoming files and writes approved fields to your CRM, ERP or accounting system, so document volume no longer creates a matching data-entry queue.
-
Send exceptions to the right person
Confidence thresholds and validation rules let clean documents pass while unclear fields are held for a quick human decision.
-
Generate documents from live data
Contracts, offers and invoices are assembled from your CRM or ERP record when it changes, instead of being rebuilt from the last document.
-
Keep an audit trail for compliance
Approved templates, clause rules, automatic versioning and a full history make every document consistent and traceable when someone asks who approved what.
-
Automate approvals and signatures
Drafts move through a defined approval flow, go out for e-signature, and chase themselves, with notifications at every step.
-
Find any document in seconds
Signed documents are filed automatically against the right client, deal or employee record, so nobody searches an inbox for the current version.
Makeitfuture expertise
Backed by industry-recognised certifications and performance metrics
-
700+
Clients
-
15000+
Automations
-
7+
Years of experience
-
< 6 mo
Time to ROI
Use-cases
AI document processing and automation use-cases
Six document workflows we build most often, from inbound extraction and validation to contract generation, proposals and onboarding.
What are AI document processing and document automation?
AI document processing, also called intelligent document processing, reads incoming PDFs, scans, forms and email attachments, then classifies them and extracts structured data. Document automation works in the other direction: it creates, populates and routes documents from business data. Contract automation applies that workflow to agreements, approvals and e-signatures.
A complete document workflow can:
- Capture and extract data from incoming documents, with confidence checks and human review for exceptions.
- Assemble the document from an approved template, applying clause and pricing rules per deal, role or country.
- Route, sign and file it through approvals and e-signature, then archive it with a version history and an audit trail.
How to choose
Document automation, CLM and intelligent document processing
These three get shortlisted against each other and solve different problems. Most teams need two of them wired together, which is the part a platform does not do for you.
| Criteria | Document automation | Contract lifecycle management (CLM) | Intelligent document processing (IDP) |
|---|---|---|---|
| What it does | Generates documents from templates and live data, then routes them for signature. | Governs an agreement after it exists: repository, obligations, renewals, redlining. | Reads documents you receive and turns them into structured data. |
| Direction of travel | Data goes out as a document. | Documents are stored, tracked and renewed. | Documents come in and become data. |
| Typical trigger | A deal stage change, a new hire, an approved quote. | A signature, a renewal date, a compliance review. | An invoice, purchase order or signed PDF arriving by email. |
| Best for | High volume of repetitive contracts, offers, proposals and forms. | Large contract portfolios with real obligation and renewal risk. | Accounts payable, claims, onboarding packs and unstructured inbound paperwork. |
| Where we fit | We build it, usually on tools you already own. | We connect your CLM to the systems that feed and consume it. | We build the extraction, validation and human review step. |
How we deliver
From one document-heavy workflow to automation across the business
- 01
Map the document, not the tool
We start from the document that costs you the most time: who triggers it, where its data lives, who approves it and where it ends up. That map decides the build, before any platform is chosen.
- 02
Build on the tools you own
Templates, clause rules and routing are built into your existing stack, connected to your CRM, ERP, HR system and e-signature provider, so there is no new silo to maintain.
- 03
Prove it on one workflow
We put one document type live, measure turnaround time and error rate against the number we agreed on day one, then extend to the next once it holds.
- 04
Secure, GDPR-ready and supported
EU data residency, access controls and human review on anything that runs unattended, with ongoing support as your templates and rules change.
Platforms and tools
The document stack we build on
A document is only useful when the data behind it is current. These are the systems we most often read from, generate into and file back to.
Also live on DocuGenerate, Documint, Docupilot and eDocbox, fed by CRM integration and ERP integration, with the finance side covered by accounting automation. Do not see your document tool? Ask us, we build a custom connector when one does not exist.
FAQs about AI document processing and automation
-
What is AI document processing?
AI document processing reads incoming PDFs, scans, forms and email attachments, identifies the document type and extracts the fields your business needs. Validation rules check the output before approved data is written to your CRM, ERP, accounting platform or another system. Low-confidence fields go to a person for review.
-
Do we need contract automation software?
Not always. If your CRM, document templates, e-signature tool and storage platform already cover the required capabilities, the missing piece may be the workflow connecting them. We assess what you own first, then recommend a new product only when it closes a real gap. See the comparison above for where document automation, contract lifecycle management and intelligent document processing each fit.
-
What is an automated contract?
An automated contract is an agreement generated from an approved template and live business data rather than written by hand. The system pulls the parties, pricing and terms from your CRM or ERP, applies your clause rules, then routes the draft for approval and e-signature and files the signed version automatically. The wording is still yours and legally reviewed. What is automated is the assembly, routing and record keeping around it.
-
What are the three phases of document automation?
Capture, assemble and route. First the data is captured from a system, a form or an incoming file. Then the document is assembled from an approved template with the right clauses and pricing applied. Finally it is routed for approval and signature, then filed with a version history and audit trail. Most projects that stall have automated only the middle phase, so people still key in data at the start and chase signatures at the end.
-
What is an example of document automation?
A deal moves to "contract" in HubSpot. The workflow generates the agreement from the approved template using the account, pricing and payment terms on the deal, sends it to the client through DocuSign, chases it if it is unsigned after three days, then writes the signature date back to the CRM and files the PDF against the client record. What was a two day job for sales and legal becomes a few minutes of review.
-
How do you automate contract management?
Start with generation, then extend. We automate contract creation and e-signature first, because that is where the delay is visible. Next comes routing and approval thresholds, then the post-signature layer: filing, renewal and expiry alerts, and obligation tracking. If you already run a contract lifecycle management platform, we connect it to the systems that feed it rather than replacing it.
-
What is the difference between document automation and intelligent document processing?
Document automation creates documents out of data. Intelligent document processing does the reverse: it reads documents you receive, such as invoices, purchase orders or signed PDFs, and turns them into structured data your systems can use. Teams with a lot of inbound paperwork usually need both, with a human review step on anything the extraction is not confident about. See the comparison table above for how contract lifecycle management fits alongside them.
-
Which tools do you build document automation on?
Whatever gives you the shortest path with the fewest new licences. Most builds run on Make, n8n, Zapier or Power Automate as the orchestration layer, with document generation and e-signature through DocuSign, Documint, Docupilot or DocuGenerate, and storage in Google Drive or SharePoint. We are a certified partner on the platforms we recommend, which is also why we will tell you when you do not need a new one.
-
Can you connect document automation to my CRM or ERP?
Yes, and that is usually the point. Documents are only as accurate as the record behind them, so we connect the workflow to your CRM and your ERP and write results back: signature dates, contract values, document links. We work with HubSpot, Salesforce, Pipedrive, Microsoft Dynamics, SAP and Business Central, plus custom APIs and databases where needed.
-
How secure is document automation, and is it GDPR compliant?
Documents are handled inside enterprise tools with encryption in transit and at rest, scoped access and full audit logging. We are ISO 27001 and ISO 9001 certified, keep EU data residency by default, and design each workflow for GDPR from the start, including retention rules and a human review step on anything that runs unattended. Signature validity is handled by your e-signature provider, so qualified electronic signatures stay qualified.
-
How long does an implementation take?
A first document workflow is typically live in weeks, not quarters, because we scope it to one document type and one measurable number. Timelines depend on how clean the source data is and how many approvers are involved, not on the document itself. Across our engagements the target is return on investment in under six months, measured against the baseline we set on day one. Book a call and we will size yours on the actual workflow.
Still got questions?
Ready to grow and agentify your business?
Let's find together where you can implement AI and automation securely, and built to last.

















