Invoice and accounts-payable intelligence
Extract invoice fields, classify documents, compare vendors, match purchase orders or contracts, detect duplicates, surface unusual patterns, and route exceptions.
Finance & Investment
Private Finance, Accounting & CFO Intelligence
Connect ERP, accounting, banking, invoices, contracts, payroll, financial statements, and tax documents to a private intelligence layer that helps finance teams analyze, reconcile, explain, report, and review evidence.
This is not a generic chatbot placed in front of the general ledger. OPTIME can engineer controlled finance workflows that combine documents, transactions, deterministic accounting and tax logic, approved calculations, AI analysis, traceable evidence, and professional review.
WHY THIS MATTERS
Financial intelligence is useful only when every conclusion remains tied to evidence.
Finance teams spend significant time gathering data from separate systems, reconciling records, reviewing invoices, researching transactions, preparing reports, answering management questions, supporting audits, and organizing tax evidence.
A useful finance intelligence system must connect answers to calculations, source transactions, documents, rules, and review.
- what changed;
- why it changed;
- which transactions drove the change;
- whether the explanation is supported;
- which document or contract is authoritative;
- what remains unresolved.
Turn ERP data, transactions, invoices, bank records, contracts, and financial documents into a private, evidence-backed intelligence and workflow layer for finance leadership.
SYSTEM PRESSURES
Why simple implementations break down.
Financial data is distributed
ERP, banking, payroll, AP, AR, general ledger, contracts, and supporting documents remain in separate systems.
Reporting requires manual interpretation
Teams spend time producing commentary and tracing the drivers behind variances.
Invoice and payment review is inconsistent
Duplicate invoices, unusual spending, missing approvals, contract mismatches, or unsupported charges may require manual research.
Reconciliation work is repetitive
Users repeatedly compare statements, transactions, balances, schedules, and supporting evidence.
Audit evidence is difficult to assemble
A financial answer may require several documents and system records that are not connected.
Tax preparation depends on fragmented evidence
Transactions, documents, classifications, calculations, and prior-period support must be organized before professional review.
COMPLETE SOLUTION
Engineer the workflow as one controlled production system.
The system can use OCR, document understanding, structured extraction, retrieval, deterministic accounting and tax logic, calculations, language models, anomaly signals, evidence linking, and workflow orchestration.
The complete system can connect ERP, accounting systems, banking feeds, AP and AR, payroll, general ledger, financial statements, invoices, purchase orders, contracts, tax documents, document repositories, approved calculation engines, reporting tools, human-review workflows.
CAPABILITY GROUPS
What the complete Solution can contain.
Reconciliation assistance
Compare bank statements, ledger entries, subledgers, schedules, and supporting documents while preserving unresolved items and evidence.
Transaction research
Allow authorized users to investigate transactions, vendors, accounts, projects, periods, or thresholds through source-backed queries.
CFO and management analysis
Answer questions such as why EBITDA, margin, cash flow, working capital, or operating expenses changed, with traceable drivers and source evidence.
Board and executive reporting
Prepare drafts of monthly packages, KPI commentary, variance explanations, cash-flow narratives, management summaries, and board material.
Audit assistance
Retrieve payments, invoices, approvals, contracts, schedules, and supporting records according to an auditor’s approved request.
Tax workpaper and draft-form assistance
Categorize approved tax-relevant information, organize evidence, prepare draft schedules, populate draft forms, identify missing documentation, and explain source calculations for professional review.
Financial controls and exception workflows
Combine deterministic rules, thresholds, approvals, segregation of duties, exception routing, and human ownership.
Private model and data operation
Keep sensitive financial records, embeddings, prompts, outputs, and logs within defined customer-controlled boundaries.
ARCHITECTURE FLOW
Connect the complete path from source and session to operation.
The flow begins with erp, accounting, banking, payroll, ap, ar, tax, and document systems and preserves control through every processing and operating layer.
ERP
ERP, accounting, banking, payroll, AP, AR, tax, and document systems
Controlled connectors
Controlled connectors, identity, and source synchronization
OCR
OCR, document parsing, transaction normalization, and entity resolution
Deterministic calculations
Deterministic calculations, accounting rules, thresholds, and reconciliations
Retrieval
Retrieval, financial models, language models, and anomaly analysis
Evidence graph linking numbers
Evidence graph linking numbers, transactions, documents, contracts, and calculations
Draft analysis
Draft analysis, reports, workpapers, and exception recommendations
Controller
Controller, CFO, accountant, auditor, or tax-professional review
Approved exports and system-of-record updates
Approved exports and system-of-record updates
Evaluation
Evaluation, access controls, monitoring, and lifecycle management
ARCHITECTURE DECISIONS
Make important trade-offs explicit before they become operating constraints.
Read-only intelligence or approved workflow actions
Approach A
Read-only intelligence
Approach B
approved workflow actions
Selection considerations
Begin with research and evidence where direct system changes create unnecessary risk.
General LLM or specialist finance components
Approach A
General LLM
Approach B
specialist finance components
Selection considerations
Use deterministic calculations, parsers, classifiers, and specialist models where general language reasoning is insufficient.
Centralized data copy or federated access
Approach A
Centralized data copy
Approach B
federated access
Selection considerations
Preserve authoritative systems and access controls where copying all finance data is unnecessary or undesirable.
Automated exception handling or professional review
Approach A
Automated exception handling
Approach B
professional review
Selection considerations
Route material anomalies, tax classifications, and accounting conclusions to authorized users.
Private deployment or approved external model use
Approach A
Private deployment
Approach B
approved external model use
Selection considerations
Select according to confidentiality, model capability, cost, latency, and governance.
REPRESENTATIVE SCENARIOS
How the Solution applies in representative situations.
Representative examples: Each workflow combines source documents and transactions with approved calculations, traceable evidence, exceptions, and professional review.
Invoice review
- Scenario
- The system extracts invoices, checks duplicates, compares contracts and purchase orders, surfaces exceptions, and links the evidence for review.
CFO variance question
- Scenario
- An executive asks why EBITDA declined, and the system identifies approved drivers, transactions, accounts, documents, and period comparisons.
Board-package drafting
- Scenario
- The system prepares a draft management package using approved KPIs and source-backed commentary.
Audit request
- Scenario
- An auditor asks for qualifying payments and receives linked invoices, approvals, contracts, and ledger evidence.
Bank reconciliation support
- Scenario
- Bank transactions and ledger entries are compared and unresolved items are organized for review.
Tax workpaper preparation
- Scenario
- Tax-related transactions and documents are categorized into draft schedules with supporting evidence and identified gaps.
ENGAGEMENT APPROACH
Move from operating context to a validated production system.
Phase 1
Finance workflow and data assessment
Map systems, accounts, documents, calculations, reporting, controls, users, and approval boundaries.
Phase 2
Representative finance intelligence pilot
Prove one high-value workflow such as invoice review, reconciliation, board reporting, or audit research.
Phase 3
Platform and workflow implementation
Build connectors, document intelligence, calculations, evidence, AI, review interfaces, and private infrastructure.
Phase 4
Validation and controlled rollout
Evaluate accuracy, exceptions, permissions, model changes, reporting consistency, and operational ownership.
POSSIBLE DELIVERABLES
Evidence and implementation that can transfer into operation.
Finance intelligence architecture
ERP and accounting connectors
Invoice-processing workflow
Reconciliation-assistance system
CFO analytical interface
Evidence-backed reporting engine
Board-package drafting workflow
Audit-research workspace
Tax-workpaper assistant
Exception and approval workflows
Private model-serving platform
Evaluation and regression suite
Final deliverables depend on the selected architecture, validation evidence, and engagement scope.
Start with the workflow, evidence, integration, deployment, performance, and operating constraints that determine whether this system can work in production.
START A TECHNICAL CONVERSATION
Discuss the system, constraints, and engineering outcome.
Share the product, workload, architecture, infrastructure, performance, security, or delivery constraint that must be resolved.
Austin, Texas
Distributed engineering teams across North America, Europe, the Caucasus, and Latin America.
[email protected]