Documents arrive through email, portals, scans, shared drives, and field teams. Staff rename them, retype the same fields, compare versions, chase missing items, and route approvals manually. We build a traceable workflow from intake to reviewed action while accountable people retain material decisions.
Files arrive through attachments, links, scans, portals, and photos with inconsistent names, metadata, owners, and versions.
The same parties, dates, amounts, identifiers, line items, and requirements are copied into spreadsheets and business systems.
Missing pages, changed terms, duplicate invoices, mismatched totals, expired records, and absent signatures wait for a final reviewer.
Teams cannot see what arrived, what is complete, who must review it, what changed, or why an action is blocked.
Collect files from approved channels, identify document type, preserve receipt context, detect duplicates, and apply naming and retention rules.
Prepare required fields, tables, clauses, dates, amounts, parties, and identifiers with confidence, validation, and source locations.
Flag missing items, conflicts, thresholds, expiration, calculation differences, and required supporting evidence under documented rules.
Identify candidate changes between files and connect affected fields, obligations, requirements, or workflow steps for review.
Route by document, amount, risk, account, project, location, exception, and authority with clear dispositions and escalation.
People retain legal, financial, regulatory, contractual, and exception decisions.Show the current version, owner, missing information, review state, approval, downstream action, and supporting source.
Integration depends on APIs, licenses, permissions, data classification, retention, and authoritative-system boundaries. Architectural Intelligence is independent and not affiliated with these vendors.
A common first build classifies one recurring document type, extracts required information, validates completeness, routes exceptions, and prepares the approved write-back. It removes administrative handling without granting the system approval authority.
Scope depends on document variation, image quality, sensitivity, rules, exception rate, review authority, integrations, retention, and error consequences.
Accuracy and control are guardrails, not optional tradeoffs for speed. We baseline both operating effort and material error risk.
Common examples include invoices, purchase orders, applications, contracts, bids, work orders, inspection records, reports, certificates, forms, correspondence, and supporting attachments. Suitability depends on format, quality, variation, sensitivity, and the decisions involved.
No. Extraction is confidence-scored and validated against required fields, formats, calculations, source text, and business rules. Low-confidence or material items go to a person.
It can prepare checks and route approvals, but authorized people retain contractual, financial, legal, regulatory, eligibility, payment, and exception decisions.
The workflow keeps the original file, version, receipt context, extracted fields, source locations, review history, approvals, and downstream actions linked wherever the systems allow it.
Yes. It can prepare a source-linked comparison and flag candidate additions, deletions, changed dates, amounts, terms, requirements, or attachments for qualified review.
We scope data classes, permissions, retention, approved systems, access logging, and prohibited content before implementation. Restricted information stays outside unapproved tools and environments.
Often yes when APIs, licenses, permissions, and security requirements allow it. We assess the authoritative source and write-back boundaries during Discovery.
We baseline document volume, touch time, re-entry, cycle time, backlog, exception rate, review effort, errors, late actions, and downstream financial or service effects.
We will map one document flow, its controls, and its current cost before proposing automation.
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