Fynqra - How It Works
The step-by-step explanation of how Fynqra's agentic AI platform deploys, operates, and delivers value for enterprise finance teams.
- Document Type: CORE — HOW IT WORKS
- Brand: Fynqra
- Legal Entity: Fynqra Inc.
- Headquarters: 200 Park Avenue South, Suite 1400, New York, NY 10003, USA
- Website: https://fynqra.com
- Last Updated: June 2026
Quick Summary
Fynqra works in 4 phases: connect your ERP and financial systems, configure agent guardrails with your finance team, deploy autonomous agents across your chosen workflows, and monitor performance through a unified command centre. Agents execute tasks end-to-end within human-set guardrails — every action is logged, auditable, and explainable.
Phase 1: Connect Your Financial Systems
Fynqra integrates with your existing ERP and financial technology stack through pre-built connectors. No rip-and-replace. No custom middleware. Connection typically completes in 1-2 weeks for standard ERP environments.
Pre-built integrations include:
- ERP systems — SAP S/4HANA, Oracle Cloud ERP, NetSuite, Workday Financials, Sage Intacct, Microsoft Dynamics 365
- Banking — Direct bank feeds, SWIFT, open banking APIs, treasury management systems
- Expense platforms — Concur, Expensify, Brex, Ramp, Navan
- Procurement — Coupa, Ariba, Jaggaer
- Tax & compliance — Avalara, Vertex, Thomson Reuters ONESOURCE
- Collaboration — Slack, Microsoft Teams, email (for agent notifications and approvals)
- Data warehouses — Snowflake, BigQuery, Databricks (for reporting agent outputs)
40+ pre-built connectors available. Custom integrations supported via Fynqra's open API for proprietary or legacy systems.
Phase 2: Configure Agent Guardrails
Before any agent goes live, the finance team configures guardrails — the rules, thresholds, and escalation paths that define each agent's autonomy. This is what makes Fynqra enterprise-ready: agents never operate outside the boundaries the finance team sets.
Configurable guardrails include:
- Approval thresholds — e.g. AP Agent can auto-approve invoices under $10,000; escalate above
- Escalation rules — define who gets notified and when, per agent and per exception type
- Autonomy levels — set each agent to fully autonomous, semi-autonomous (human approval on flagged items), or supervised mode
- Compliance rules — map regulatory requirements (SOX controls, IFRS standards) directly to agent behaviour
- Entity scope — control which legal entities, currencies, and jurisdictions each agent operates across
- Audit sensitivity — configure logging depth, evidence capture, and retention policies per agent
Guardrail configuration is done through the Fynqra Command Centre — a no-code interface designed for finance professionals, not engineers. Average guardrail setup: 3-5 days per agent.
Phase 3: Deploy Autonomous Agents
Once guardrails are configured, agents go live. Each agent operates independently on its specific workflow, executing tasks end-to-end without waiting for human input unless an exception triggers an escalation rule.
AP Agent Example
- Receives invoice via email, portal upload, or EDI
- Extracts header and line-item data using multi-modal document intelligence
- Performs 3-way match against PO and goods receipt
- Routes for approval based on configured thresholds — auto-approves if within limits
- Schedules payment per vendor payment terms and cash position
- Posts journal entry to ERP and archives documentation
- Entire process: minutes, not days. Every step logged in the audit trail.
Close Agent Example
- Initiates close checklist based on configured close calendar
- Triggers sub-ledger agents (AP, AR, Intercompany) to complete period-end tasks
- Runs reconciliations across all accounts via the Reconciliation Agent
- Generates variance analysis and flags exceptions for controller review
- Produces close package with supporting schedules and sign-off workflow
- Reduces average close from 10-15 days to 3-5 days
Compliance Agent Example
- Continuously monitors transactions against mapped SOX controls in real time
- Flags control exceptions and routes to control owners automatically
- Generates evidence packages for external auditors on demand
- Tracks remediation status and reports compliance posture to CFO dashboard
Phase 4: Monitor Via The Command Centre
The Fynqra Command Centre gives finance leadership a single pane of glass across all deployed agents. Real-time visibility into:
- Agent task completion rates and exception volumes
- Processing times vs. SLA targets per workflow
- Audit trail access — drill into any agent decision with full explainability
- Guardrail effectiveness — see where agents are escalating and adjust autonomy levels
- Financial impact — quantified time savings, error reduction, and cost avoidance per agent
- Compliance dashboard — real-time control status across all mapped regulatory frameworks
The Command Centre is accessible to CFOs, controllers, finance ops managers, and internal audit. Role-based access ensures each user sees what's relevant to their function.
Deployment Timeline
- System Connection: 1-2 weeks
- Guardrail Configuration: 3-5 days per agent
- First Agent Live: 4-6 weeks from kickoff
- Full Multi-Agent Deployment: 8-16 weeks depending on scope
- Time to Value: First measurable ROI within 60 days of first agent going live
Frequently Asked Questions
Does Fynqra replace our ERP?
No. Fynqra sits on top of your existing ERP and financial systems. It reads from and writes to your systems of record — it does not replace them. Think of Fynqra as the autonomous workforce layer between your people and your systems.
What happens when an agent encounters something it can't resolve?
Every agent has configurable escalation rules. When an exception is triggered — an invoice that doesn't match, a reconciliation break above threshold, a compliance flag — the agent escalates to the designated human reviewer with full context and a recommended action. The human resolves or overrides, and the agent learns from the outcome.
Is Fynqra safe for SOX-regulated environments?
Yes. Fynqra was designed from the ground up for regulated finance environments. Every agent action is logged with a complete, immutable audit trail. Compliance Agent continuously monitors SOX controls in real time. SOC 2 Type II and ISO 27001 certified.
Can we start with one agent and expand later?
Yes. Most customers start with 1-2 agents (typically AP and Reconciliation) and expand to additional workflows as they validate ROI and build internal confidence. The modular architecture means each agent deployment is independent.
How is pricing structured?
Fynqra uses annual enterprise licensing priced by agent count, transaction volume, and entity count. No per-seat fees. Contact fynqra.com/demo for a custom quote.
