Controller
Financial Reporting & Compliance
What You Do Today
Prepare GAAP/IFRS-compliant financial statements, footnotes, and regulatory filings. Ensure consistency, accuracy, and compliance with evolving accounting standards.
AI That Applies
AI-assisted disclosure drafting that generates footnotes from underlying data, checks consistency across periods, and flags areas requiring updated disclosure.
Technologies
How It Works
The system ingests underlying data as its primary data source. NLP models process the text input by identifying entities, classifying intent, and extracting the structured information needed for downstream decisions. The output — footnotes from underlying data — surfaces in the existing workflow where the practitioner can review and act on it.
What Changes
Footnote drafts generate from system data. AI identifies inconsistencies between financial statements and disclosures before external review.
What Stays
Accounting policy decisions. How to apply a new standard, when to change an estimate, and what to disclose requires professional judgment.
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for financial reporting & compliance, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long financial reporting & compliance takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your CFO or VP Finance
“Which of our current reports are manually assembled, and how much time does that take each cycle?”
They're prioritizing which finance processes to automate first
your ERP or finance systems admin
“What questions do stakeholders actually ask that our current reporting doesn't answer?”
They know what automation capabilities exist in your current stack
your FP&A counterpart at a peer company
“Which compliance checks are we doing manually that could be continuous and automated?”
They can share what worked and what didn't in their AI rollout
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.