Finance automation stops where exceptions begin.
ERP and workflow automation handle predictable transactions with complete data and clear rules. But when invoices don’t match, purchase orders are missing, approvals are unclear, or policies require interpretation, finance teams stop processing transactions and start gathering evidence across systems, documents, and people. That’s where productivity is lost.
Finance teams validate documents, match invoices, POs, receipts, and payments, and resolve missing or inconsistent data to keep transactions moving.
Grid Dynamics helps you resolve exceptions with a governed AI layer
Apply an AI Harness that combines finance process knowledge, AI models, reusable playbooks, enterprise integration, and governance controls, giving AI the governed access it needs to resolve workflow breaks.
Finance + AI expertise
Deep finance workflow expertise combined with production-ready AI implementation.
AI Harness runtime
Orchestrates finance context, permissioned tools, human approvals, observability, and auditability.
Measurable business impact
Improve cycle time, reduce exception aging, increase automation rates, and strengthen audit readiness.
AI solutions for high-friction finance workflows
Purpose-built AI solutions that detect workflow breaks, assemble the right context, apply policy, and recommend actions to keep finance moving.
AP exception resolution
Resolve invoice exceptions before they become manual AP investigations.
What AI does
- Monitors ERP workflow breaks
- Analyzes invoice, PO, GR, supplier, and policy context
- Explains root cause and recommends next best action
- Routes HITL approval where required
Business outcomes
- Shorter invoice cycle time
- Fewer manual investigations
- Better control and audit readiness
Employee expense matching
Turn receipts and card transactions into policy-compliant expense reports.
What AI does
- Extracts receipt data
- Matches receipts with card transactions
- Validates policy and project allocation
Business outcomes
- Less manual review
- Faster reimbursements
- Better policy compliance
AI BI for finance
Ask finance questions without manual data extraction.
What AI does
- Translates business questions into queries
- Connects ERP and finance data
- Explains results with traceable context
Business outcomes
- Faster operational reporting
- Better finance visibility
- Less manual analysis
Compliance & policy validation
Continuously validate transactions against policies and controls.
What AI does
- Checks transactions against policies and rules
- Flags risks and policy violations
- Recommends resolution or approval paths
Business outcomes
- Lower compliance risk
- Better auditability and control
- More consistent policy enforcement
Blueprint for governed AI in finance operations
Learn how the AI Harness works with your existing finance systems to maintain case context, select finance skills, apply governance, keep humans in control, and write approved outcomes back to ERP.
Works across ERP, BPO, SaaS applications, documents, email, procurement systems, and knowledge bases, without replacing existing platforms.
Reduces manual work, accelerates decisions, and improves consistency across finance operations.
Detects workflow breaks, assembles missing context, identifies root causes, and guides or automates resolution.
Combines reusable AI capabilities, finance playbooks, enterprise integrations, and governance to accelerate high-friction finance workflows.
Resolve your toughest finance exception
Schedule a quick discovery session with us to assess where governed AI can cut investigation time, improve accuracy, and keep finance moving.
Target the finance metrics
that matter
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