Claude Domain
Intelligence. Analysis. Generation.
- Builds financial models
- Updates assumptions at scale
- Generates variance commentary
- Answers financial questions
Claude generates the model. Rockhopper governs. Model-building and independent audit, working as one - the AI finance stack your organization can actually trust.
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Rockhopper domain
The new bottleneck
Your team moves fast with AI agents — Copilot, Claude, custom analysts. But fast shouldn't mean unaudited. Every model that reaches a CFO needs an independent reviewer who actually understands the math.
"Did you check the Q4 model the agent built?"
"Which one? It's shipped 14 versions today."
The governance and audit layer
An independent audit layer for every change an AI agent makes inside Excel and Google Sheets.
Cell attribution
Cell-level attribution for every agent edit — with timestamp and quantitative impact, grouped by change set.
Approval routing
Changes above the thresholds you set route to named approvers before anything reaches committee.
SOX · IFRS
Built for the auditor's questions.
Every action, AI or human — immutable, attributed, timestamped, and exportable on request.
Version control
Each AI-produced version retained and one-click restore.
From Claude prompt to controller sign-off in one governed flow.
Fast because of Claude. Trustworthy because of Rockhopper.
Claude · Rockhopper · Human reviewer
Step 1 · Claude
Prompt: update the revenue model from the Q4 memo, revise EBITDA, and check covenant headroom against the credit-agreement terms in the Debt tab. Claude applies the changes across the pricing, volume, EBITDA, and debt tabs.
FY26_Revenue_Model.xlsx updated · 47 cells across 4 tabs
Step 2 · Rockhopper
Every changed cell is logged by type — structural or input — with quantitative impact and a reviewer-ready summary.
47 changes · 15 structural · 32 input · EBITDA −$11.4M · net leverage 3.1x → 3.4x (covenant 3.5x)
Step 3 · Rockhopper
Rockhopper highlights the changes worth a look — structural edits, material impacts, and the covenant flag — then offers routing options. The preparer chooses to send the review to their manager by email via MCP, with the spreadsheet and full change context attached.
Routed via MCP · email to controller with spreadsheet + change context attached
Step 4 · Human reviewer
The controller opens the spreadsheet, reads the comments the preparer left, reviews the context behind each change, and approves the version.
Version approved by controller · preparer comments and change context retained
Step 5 · Rockhopper
The approved version is locked, an immutable snapshot is created, and the full agent + human decision trail is stored.
v6.2 locked · audit snapshot exported · distribution cleared
See the complementary stack in action with native playback and analytics tracking.
Six conditions that make AI deployment possible in enterprise finance.
Cell-level visibility into what changed, by how much, and what it means before human sign-off.
Materiality gates and approval workflows apply to every contributor, including agents.
Every version retained indefinitely with one-click rollback and context of what is being restored.
Review concise change narrative and thread questions directly where agent edits occurred.
Immutable logs combine every agent action and human decision into export-ready evidence.
Version pinning and context-aware sync keep controllers, FP&A, and leadership on same state.
Claude is exceptional at intelligence. Intelligence is not governance. Rockhopper is the control system around every spreadsheet an AI touches.
Claude · Cell-level citations
Explains every calculation with citations to the exact cells.
Rockhopper adds
Cell-level attribution of every model change, materiality logic, and SOX-grade approval trails.
Claude · Review before apply
Highlights and explains each edit; nothing is saved until you approve.
Rockhopper adds
Permanent version history, one-click restore to any point in time, and full rollback context.
Claude · Reusable skills
Save a workflow once; the team runs it as a one-click skill.
Rockhopper adds
Governance over those skills — approved versions only, inherited controls, and version lineage.
Claude · Enterprise deployment
Runs inside your compliance setup via Bedrock, Vertex AI, or Foundry.
Rockhopper adds
Workflow governance: segregation of duties, thresholds, approval routing, and sign-off logging.
Build schedule with live capabilities and near-term roadmap.
Live now
Every human and agent edit attributed with materiality context and complete retention.
Live now
Each save includes structured summary and supports one-click rollback.
Live now
Threaded comments, versioned discussion, and @mentions anchored to model context.
Coming soon
Automatic logging and policy-based routing for Claude-generated material changes.
Coming soon
Segregation of duties, approval gates, and distribution locks for agent outputs.
Coming soon
Scan for formula errors, hardcoded values, broken links, and outlier behavior before review.
Coming soon
Trace any changed cell back to the exact prompt that produced it — and open the source data the agent used, in one click.
Future
Track which agent made which contribution and route right slices for human review.
Future
Cross-check model outputs against ERP exports and source docs with explained variances.
“The future of audit is a collaboration between agents and humans — two separate species working together. The tools they use must welcome both equally.”
Sebastian Perez Lawrence
Cofounder & CEO
Rockhopper Inc.
Claude brings intelligence. Rockhopper brings accountability.
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