Insight

Beyond Search: Automate R&D Expense Cross-Check & Compliance with Wissly AI

Jan 30, 2026

Index

Hayden

Is there an AI that goes beyond simple search to detect discrepancies between financial documents and cross-verify them against national regulations? Discover Wissly's revolutionary automation scenario that slashes R&D administration time by 90%.

  1. The R&D Audit Crisis: Why Finance Teams Struggle

For R&D finance teams, a single digit can trigger a multi-million dollar audit risk. Settlement season is more than just paperwork—it’s a battle against complexity.

  • Discrepancy Anxiety: Mismatches between item descriptions and invoice totals are hard to spot.

  • Regulatory Maze: Flipping through hundreds of pages of government guidelines is exhausting.

  • Audit Risk: Any oversight leads to the financial blow of fund recovery.

  1. Wissly in Action: Intelligent Verification Demo

Wissly doesn't just "find" files; it connects Transaction Details, Tax Invoices, and R&D Guidelines in real-time.

Manager: "Cross-check all ABC Tech docs. Any discrepancies? Are they eligible for 'Equipment Expenses'?"

Wissly: "Analysis complete. 1 discrepancy found (Invoice #204: $1,200 vs. $1,250). Also, per Article 15, Clause 3, this item requires prior approval for equipment expense. [View Highlighted Evidence]"

  1. 4 Reasons Why R&D Professionals Choose Wissly

  1. Zero Hallucination: 100% fact-based accuracy. Answers are backed by on-screen highlights of the actual figures in your original documents.


  2. Hybrid Research: Simultaneously scan internal receipts and frequently updated National R&D Guidelines. No more switching between multiple tabs.

  3. Massive Scale: Built for large-scale projects. Wissly manages up to 4,000 documents at once, completing quarterly audits in seconds.

  4. Rock-Solid Security: Choose between flexible Cloud or high-security On-premise deployments to keep your sensitive financial data safe.

  1. Q&A for R&D Finance Specialists

Q. Can I cross-check documents for a specific vendor among thousands of PDFs? 

A. Yes. Wissly understands context. You can request: "Compare all transaction details and invoices for 'OpenLab' from the last 3 months," and it will perform the task flawlessly.

Q. Is the AI’s answer reliable enough for an official audit? 

A. Wissly provides the actual source citations. Instead of showing the AI's summary to an auditor, you can immediately present the highlighted original document found by the AI, significantly accelerating audit defense.

  1. Conclusion

"Let AI handle the reconciliation; let humans handle the strategy." 

Free yourself from the repetitive labor of matching numbers and catching typos. Wissly elevates the role of the finance team from manual data entry to Professional Strategic Oversight.

We are growing rapidly with the trust of top VCs.

We are growing rapidly with the trust of top VCs.

Stop searching, Start Wissling.

Ask once. Get doc-specific answers no other AI can—Wissly alone knows what you exact need

Stop searching, Start Wissling.

Ask once. Get doc-specific answers no other AI can—Wissly alone knows what you exact need

Stop searching, Start Wissling.

Ask once. Get doc-specific answers no other AI can—Wissly alone knows what you exact need

An AI that learns all your documents and answers instantly

StepHow Global Inc.

131 Continental Dr, Suite 305, Newark, DE 19713, USA

© 2025 Wissly. All rights reserved.

An AI that learns all your documents
and answers instantly

StepHow Global Inc.

131 Continental Dr, Suite 305, Newark, DE 19713, USA

© 2025 Wissly. All rights reserved.

An AI that learns all your
documents and answers instantly

StepHow Global Inc.

131 Continental Dr, Suite 305, Newark, DE 19713, USA

© 2025 Wissly. All rights reserved.