Document intake
Accept approved file types from supported email, upload, portal, storage, or system sources and preserve source context.
AI Automation & Voice Agents
Document extraction and processing with review built in
Turn incoming PDFs, scans, images, and forms into structured business data with validation, exception handling, approvals, notifications, and traceable downstream actions.
Service overview
Clear value, delivered end to end
Start with the operating problem. The Prism Services maps the workflow, systems, decisions, exceptions, and ownership before selecting the implementation approach.
Turn incoming PDFs, scans, images, and forms into structured business data with validation, exception handling, approvals, notifications, and traceable downstream actions. The engagement begins with the operating reality rather than a predetermined tool. That keeps scope tied to the users, data, constraints, and measurable business result.
A strong document extraction & processing engagement connects strategy, implementation, testing, ownership, and improvement. The Prism Services documents what should happen, what can fail, which system owns each record, when a person must step in, and how the team will know the workflow is working.
Search and buyer intent
Commercial investigation: a buyer comparing providers, implementation scope, fit, process, integrations, risk, and expected outcomes.
document data extractionintelligent document processingOCR workflow automationinvoice document automation
If any of this sounds familiar
- 01
Staff manually copy the same fields from files into business systems.
- 02
Missing values and format differences create hidden downstream errors.
- 03
Documents move through email without clear status, approval, or ownership.
Who this is for
- Operations teams rekeying data from documents
- Finance and administration teams processing repeatable forms
- Businesses that need structured intake with human verification
Scope
Everything covered under one engagement
The work is organised into clear capability groups so scope, ownership and expected outcomes stay visible.
Extraction and classification
Classify documents and extract defined fields, line items, tables, identifiers, dates, or entities using suitable OCR and AI methods.
Validation and human review
Apply format, business-rule, duplicate, and confidence checks; route uncertain fields to a review interface instead of silently guessing.
Workflow completion
Write verified data to connected systems, create tasks, trigger approvals, notify owners, and retain an audit trail appropriate to the scope.
Connected system map
A workflow designed around real operating steps
Each node has an owner, approved inputs, controlled actions, failure paths and a defined human handoff.
01
File intake
02
Classify & extract
03
Validate
04
Human review
05
System update
Delivery
How we deliver, step by step
A visible process reduces uncertainty, keeps decisions reviewable and makes testing and handover part of the implementation.
- 01
Document sample audit
Confirm goals, users, current systems, constraints, risks, and the decision the project must improve.
- 02
Field schema
Document the data, rules, states, ownership, exceptions, and dependencies behind the target workflow.
- 03
Rules & exceptions
Turn the agreed model into an implementation plan, prototype, configuration, or technical foundation.
- 04
Pipeline build
Build in reviewable increments, connect approved systems, and keep assumptions and decisions visible.
- 05
Accuracy testing
Test expected paths, edge cases, permissions, data, failures, devices, and operational recovery with owners.
- 06
Controlled rollout
Release in a controlled way, monitor real usage, transfer knowledge, and prioritize evidence-led improvement.
Core deliverables
- Document types, fields, and confidence requirements
- Extraction and classification pipeline
- Validation and exception rules
- Human-review and approval workflow
- Connected-system output and audit documentation
Tools we reach for
Tools are selected after discovery based on your existing stack, controls, integration access, maintainability, scale and total operating cost.
OCR serviceDocument AIStorageReview interfaceAutomation platformBusiness system APIs
Delivery model that fits the scope
A focused fixed-scope implementation works when requirements and acceptance criteria are clear. A phased product engagement fits evolving platforms. Monthly technical capacity fits continuous optimization, maintenance, and backlog delivery. The proposal should state inclusions, assumptions, client responsibilities, third-party costs, acceptance, support, and change handling.
Clear ownership on both sides
You provide an accountable owner, timely access, real samples or data, policy and content approvals, representative users for review, and decisions on exceptions. The Prism Services owns solution mapping, implementation within scope, testing evidence, risk visibility, and technical handover.
Evidence structure
Systems designed around real operating problems
These are implementation scenarios, not unverified client claims. The exact workflow and measures are defined during discovery.
01
Invoice and receipt intake
Extract supplier, dates, totals, tax, references, and line-item details for review before finance-system entry.
02
Applications and onboarding
Check submissions for required information, structure the data, request missing items, and route complete records.
03
Operational forms and reports
Convert recurring PDFs, scans, or image-based forms into searchable and actionable records.
What to measure
Measurement is agreed before launch so the team can distinguish activity from useful operational improvement.
- Fields processed automatically
- Field-level accuracy
- Manual review rate
- Processing turnaround time
- Exception and duplicate rate
Answers, upfront
Frequently asked questions
Practical answers about scope, integrations, risk, delivery and ownership.
Build the right first roadmap
Connect the workflow before adding more tools.
Tell The Prism Services how document extraction & processing fits into your current operation. We will map the users, systems, data, rules, exceptions, and ownership needed for a practical first roadmap.