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Document and inbox intake
Turn incoming emails, PDFs, attachments, and forms into structured work queues with clear ownership and exceptions.
Practical AI and workflow automation
Automated workflows, practical decisions.
We build workflow automations, document pipelines, and AI-assisted review tools for businesses tired of re-keying, reconciling, and chasing information across inboxes, spreadsheets, PDFs, and line-of-business systems.
Useful automation, human review where judgment matters, and the smallest system that solves the real bottleneck.
Designed for real operations
Documents
Invoices, POs, field forms, survey sheets, blueprints
Systems
Email, spreadsheets, QuickBooks, CRMs, portals, internal tools
Controls
Review queues, exception handling, audit-friendly handoffs
Our reusable Magnum platform helps turn messy intake and reconciliation work into structured, reviewable
workflows.
Core capabilities
What We Do
We help owners and operations teams turn repeatable manual work into reliable systems without adding surprise complexity.
02
Accounting and operations handoffs
Prepare invoices, purchase orders, vendor documents, and QuickBooks handoffs while keeping people in approval control.
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AI-assisted classification and extraction
Use AI for narrow, reviewable tasks like classifying documents, pulling fields, comparing records, and drafting next steps.
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Monitoring dashboards and internal tools
Build practical dashboards and utilities for teams that have outgrown spreadsheets but do not need a large software project.
Where work gets stuck
Common Problems We Solve
We are a strong fit when staff are manually reconciling information across systems and the workflow is important enough to deserve structure.
Document-heavy intake
Important details arrive through email, PDFs, scans, portals, and attachments with no consistent structure.
Invoice and PO matching
Teams compare invoices, purchase orders, vendor records, and approvals by hand before accounting can move.
Field document processing
Photos, forms, survey sheets, and project documents need review, comparison, and routing after field work.
Missing or error-prone feeds
Incoming files or data feeds need monitoring so problems are surfaced before someone notices downstream.
Spreadsheet limits
The spreadsheet still matters, but the surrounding process now needs permissions, review steps, and history.
Unclear review queues
Requests sit in inboxes because priority, ownership, source data, or exception status is not visible.
If the answer always seems to be "hire another coordinator," there may be a better workflow hiding in the process.
Proof without overclaiming
Proof / Early Work
We do not publish client names or results without permission. These are general categories of work Practical Intelligence is built for and has been exploring or implementing.
Noise Messy inboxes PDFs and scans Late files
Signal Extracted fields Matched records Flagged exceptions
Review Human approval Audit trail Clean handoff
Operational monitoring
Monitoring incoming data feeds and surfacing missing, late, or error-prone files before they cause downstream cleanup.
Document comparison
Comparing invoices, purchase orders, survey sheets, blueprints, and vendor documents for mismatches and review flags.
Accounting preparation
Preparing accounting handoffs and QuickBooks invoice inputs while leaving approvals and judgment calls with humans.
Structured review queues
Turning messy inbox and document workflows into organized queues with status, owner, source material, and exceptions.
We can sign NDAs, avoid exposing sensitive data where appropriate, and design review steps around the level of risk in the workflow.
Workflow patterns
Example Workflow Automations
A few examples of the kinds of work we deliver (tailored to your tools and constraints):
Invoice intake → accounting handoff
Intake Extract Validate Approve Handoff
Collect emailed invoices, extract key fields, compare against purchase orders or vendor rules, and prepare a clean handoff for approval.
Field documents → review queue
Upload Classify Compare Flag Review
Organize field forms, photos, survey sheets, and project documents so reviewers can see what changed and what needs attention.
Inbox intake → structured work
Email Attach Summarize Route Track
Classify incoming messages, attach source documents, summarize context, and route work without hiding the original material.
Feed monitoring → exception alerts
Watch Check Alert Resolve Log
Watch recurring files or data feeds, flag missing inputs and format problems, and give the team a simple place to resolve exceptions.
Engagement model
How We Work
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Clarify the workflow and constraints
We map the current process end-to-end: inputs, handoffs, exceptions, systems, sensitive data, and who owns each decision.
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Propose a practical solution
We recommend the smallest useful system that solves the bottleneck, integrates cleanly, and is maintainable by your team.
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Build and iterate with real users
We test with real documents and real edge cases. If AI is used, we keep source material visible and review paths clear.
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Document, train, and measure
You get documentation, ownership handoff, and a simple way to monitor whether the workflow is working as intended.
Start small
Contact
Send a short note about the workflow: what comes in, what should come out, which systems are involved, and where the team gets stuck.
Website
practical-intelligence.net
Email is enough to start. If helpful, include a screenshot or sample document with sensitive details removed.
Email Practical Intelligence