Sidecar Summary
Pressure point, firm context, trigger, systems, approver, and desired outcome update beside the conversation.
Product tour
Packaged for the way accounting firms review decisions.
LedgerPilot AI is not here to do the accounting work. It helps a firm find one workflow pressure point, scope a controlled AI-use pilot, and prepare the review material a partner, tax lead, operations lead, or IT reviewer can understand.
8Packaged modules reviewers can understand before production buildout.
0Client files needed during discovery or pilot scoping.
1Controlled AI-use path selected from real workflow pressure.
30Day proof metric framed before system access or rollout.
The feature set starts with discovery, not automation claims.
Every visible product surface keeps the same boundary: workflow notes are fine, client files stay out, and professional judgment remains with the firm.
Discovery agent
Ask better questions before choosing a tool.
The agent keeps the conversation flexible. It can ask about tax notices, bookkeeping close, billing and WIP, payroll changes, audit support, CAS reporting, front desk routing, or partner visibility without turning the firm into a checkbox form.
- Handles "I do not know" answers by redirecting to common accounting-firm pressure areas.
- Collects workflow context: where the work starts, systems involved, approver, and 30-day outcome.
- Keeps discovery at the workflow level instead of asking for private financial statements or client files.
Where does the work slow down first: documents, review queues, billing notes, notice routing, payroll changes, or partner visibility?
Documents arrive through email, portal, and shared folders.Pressure point
Manager approves before client-facing action.Review owner
No client files needed during discovery.Boundary
Eight product modules, one review path.
These are the pieces a firm can understand quickly before any production build or system access conversation begins.
AI-use Match
Maps the workflow to a controlled lane such as billing review support, document intake planning, notice routing, or visibility.
Source Context
Shows when curated IRS, DOL, QuickBooks, Xero, FASB, AICPA, PCAOB, or Treasury context is available.
Review Boundary
States what the pilot may support, what stays human-owned, and what LedgerPilot will not claim.
Pilot Economics
Estimates workflow drag from rough counts so the firm can decide whether a 30-day pilot is worth scoping.
Partner Packet
Turns discovery into a partner-ready packet with first-week action, proof metric, controls, and approval owner.
Reviewer Q&A
Gives calm answers for partner, tax lead, payroll, operations, IT/security, and skeptical review questions.
Admin Lead Review
Captures completed discovery conversations as lead records with lane, risk flags, source context, and next action.
Source context available: IRS / DOL / QuickBooks / Xero.Visible badge
Sources shape questions only.Boundary
Professional review required.Control
No tax, legal, payroll, or client-specific judgment.Not advice
Source-aware context
Credibility shows up inside the workflow, not buried in a footnote.
When discovery touches tax, payroll, bookkeeping, audit, CAS, billing, or accounting-system context, LedgerPilot can show a visible source-context note without pretending to give tax or legal advice.
- Official-source anchors help reviewers understand where context comes from.
- The badge keeps the user aware that professional review is still required.
- Source pages and `llms.txt` help search engines and AI answer engines parse the boundary.
Pilot economics without overpromising savings.
A planning calculator gives partners a fast read on whether one stuck workflow deserves a controlled 30-day AI-use pilot.
Current workflow
Times this happens each week 22
Minutes per occurrence 25 min
People or handoffs involved 3
Realistic first-pilot impact 25%
Estimated monthly workflow drag
$4,913
Planning estimate only, based on rough workflow counts. It helps frame a pilot conversation, not a guarantee of automated savings.
58 hrsstaff and manager time
14 hrs30-day pilot target
Partner-ready packet
The output is something a firm can actually review.
LedgerPilot does not end with a vague AI roadmap. It packages the pressure point, suggested AI-use lane, support output, first-week action, proof metric, source context, and approval point.
- Names what AI may help prepare and what it must not decide.
- Gives the first-week build step and measurable 30-day proof point.
- Creates a leave-behind that can be printed, reviewed, and challenged.
Problem found: Billing notes are reconstructed late.Pressure
AI-use lane: Billing review support.Match
First week: Review 10 recent completed jobs.Action
Proof: Invoices ready for manager review within 24 hours.Metric
Partner: What value shows up in 30 days?Value
Tax lead: Where do source boundaries stop?Review
IT/security: What data is excluded?Security
Operations: Who owns the handoff?Adoption
Reviewer Q&A
Built to survive skeptical questions.
The public Q&A surface is designed for real firm review. It answers what LedgerPilot is, what it is not, where information comes from, and what production requirements remain before rollout.
- Separate reviewer paths for partners, tax leads, payroll, IT/security, and operations.
- Plain-English answers that avoid advice, client-file ingestion, and automation overclaiming.
- Readiness page separates demo-ready surfaces from production database, SSO, and retention requirements.
Start with one workflow conversation.
Use the discovery agent to identify the pressure point, scope the safest AI-use path, and produce a partner packet before asking for client files or system access.