Documents Automation
Move from inbox filing to machine-readable workflows with human control where risk demands it.
Documents are the slowest API in most companies.
PrimeAxiom implements intake channels, OCR/AI extraction, business rules, and e-signature orchestration. We connect outputs to CRM, ERP, and DMS so “signed” means posted—not “saved somewhere in SharePoint.”
Why this department matters
Contracts, COIs, orders, and change orders encode obligations. When they are trapped in PDFs, downstream teams re-key data and introduce drift.
Regulatory and legal exposure grows when you cannot prove version history, who signed, and when.
Speed to revenue often depends on document cycle time—not just sales skill.
Common pain points
Manual retyping from PDFs and scans
Staff enter line items twice—once into a quote tool and again into ERP—because extraction is not trusted.
Routing by email intuition
Contracts sit in inboxes until someone asks. Approvers lack context; redlines bounce without a single thread of truth.
Version chaos
“Final_final” attachments disagree with executed DocuSign. Field teams work off outdated scopes.
Archive without metadata
Search returns folders, not answers. Audits require manual reconstruction.
What we automate
Multi-channel intake
Email listeners, secure portals, SFTP, and mobile capture with checksum and virus scanning.
Classification and separation
Identify document types (MSA vs SOW vs COI), split packets, and assign retention tags.
Field extraction and validation
Extract tables and key-value pairs; validate against master data; flag low-confidence cells for review.
Approval routing
Parallel and sequential chains with delegation; compare redlines against policy templates.
E-signature orchestration
Correct signing order, reminders, and void/replace on amendment—synced to CRM opportunities.
Governed archival
Write to DMS or object storage with immutable metadata, OCR text for search, and lifecycle policies.
Typical workflow / system flow
Example chain from trigger to reporting—your exact shape depends on stack and policy, but the control pattern stays consistent.
Trigger
Inbound document arrives at monitored inbox or portal upload.
Ingest
Normalize format, OCR if needed, virus scan.
Classify
Model assigns type; kick off template-specific extraction.
Validate
Rules compare amounts, dates, and parties to CRM/ERP records.
Route
Exceptions to specialist queue; clean docs auto-post or enter signature.
Execute & store
Signatures complete; metadata lands in systems; audit log sealed.
Systems & integrations
- E-sign: DocuSign, Adobe Sign, PandaDoc—webhooks for completed events.
- Storage: SharePoint, Box, Google Drive, S3 with retention policies.
- CRM/ERP: Salesforce, HubSpot, NetSuite for object linkage and field push.
- IDP: AWS Textract-class, Google Document AI, or specialized models per document family.
- Ticketing: attach packets to Jira/ServiceNow when documents drive fulfillment.
AI intelligence layer
AI is not a replacement for your ERP—it is an accelerator for extraction, classification, prioritization, and surfacing exceptions before they become rework.
- Layout-aware extraction for tables and handwritten annotations where applicable.
- Clause classification: detect indemnity, liability caps, and renewal terms against playbooks.
- Similarity search: find past contracts with comparable pricing or scope.
- Summarization: executive briefs for legal review queues.
- Risk scoring: flag non-standard terms before signature.
Outcomes clients care about
Hours returned per week per role
Less retyping; faster exception resolution.
Fewer field errors on money dates
Validation catches mismatches before posting.
Faster time-to-cash
Executed documents trigger billing and provisioning automatically.
Audit-ready history
Versions, signers, and hashes—not ambiguous attachments.
Example use cases
Vendor contract ingestion
Extract payment terms and renewal windows into procurement; alert before auto-renew traps.
Insurance COI tracking
Parse limits and named insureds; block work orders when coverage lapses.
Sales order forms from PDF
Map SKUs and quantities to ERP orders with inventory reservation.
HR onboarding packets
I-9 and tax forms with controlled access; reminders for expiring work authorizations.
Loan and credit file prep
Package stipulations with checklist completion before underwriting review.
FAQs
- How accurate is extraction?
- We quote accuracy per field family and set confidence thresholds. Low-confidence always routes to humans; models improve with your corrections over time.
- Do we need to standardize templates first?
- Standardization helps but is not mandatory. We often start with your top document types and expand coverage as ROI proves out.
- What about highly sensitive documents?
- We deploy private inference and tenant-isolated storage where required; access is RBAC with full logging.
- Can this integrate with our existing DMS?
- Yes—metadata push, folder rules, and search indexing are common integration points.
See how this fits your stack
Request a workflow review: we map bottlenecks, integrations, and a phased plan—no generic pitch deck.