AI Proposal Generation for Accounting Firms

Engagement letter automation kicks in once scope and fee are agreed - it handles the document assembly, signature, and engagement-record creation. AI proposal generation works upstream of that, in the pursuit phase. The proposal agent helps partners scope the engagement, model the fee against historical realization data, package multi-service offerings (audit + tax + CAS, for example), and produce the proposal that the prospect reviews before they ever see an engagement letter. Most firms deploy both - the proposal agent for new pursuits and the engagement letter agent for execution.

Templates are structured by service line - assurance (audit, review, compilation), tax (1040, 1120, 1065, 1120-S, multi-state, international), CAS (bookkeeping, controller, fractional CFO), advisory (transaction support, valuation, R&D credit, ERC), and specialty (estate, forensic, IT audit). The agent pulls deal data from your CRM - prospect entity type, revenue band, complexity factors, prior auditor, partner relationship - and selects the right scope language, fee structure, and deliverable schedule against your firm's library. Partners review a substantially complete proposal instead of building one from scratch.

Yes. We build the connection to whatever time-and-billing system you run - Practice CS, Karbon, Canopy, ProStaff, and BigTime are common at this scale, and the build targets your specific system - to pull realization data for comparable engagements: same entity type, same revenue band, same complexity profile. It produces a recommended fixed fee with a confidence range based on the variance in the comparable set, plus the underlying assumptions (estimated hours by staff level, change-order triggers, scope-creep guardrails). Partners adjust the recommendation against client-relationship factors the model cannot see, but they start from data instead of from gut.

Yes. We build the delivery connection to whatever proposal and signature tools you run - Ignition (formerly Practice Ignition) is common for proposal delivery and recurring-billing setup, and PandaDoc, DocuSign, and Adobe Sign work for firms that prefer those signature platforms. On the CRM side we integrate with HubSpot and Salesforce, and build the connection to your practice management system - Karbon or Practice CS are common - for engagement-record creation. The agent orchestrates the full pursuit-to-engagement flow - draft, partner review, prospect delivery, signature, recurring-billing setup, engagement-record creation.

Multi-service proposals are where the agent earns its keep. A prospect with audit, tax, and CAS needs typically gets three separate proposals from three different practice leaders, often with inconsistent scope language and overlapping fees. The agent produces a single integrated proposal with consolidated scope, line-item pricing, and clear handoff points between service lines. Partners across practices review the consolidated draft instead of stitching together their pieces by email.

Approval routing is configurable by deal size, service line, and risk profile. A standard tax-only engagement under your firm's threshold may route to the responsible partner only. Multi-service engagements route to the lead partner plus practice leaders for each service line. Audit engagements over a defined threshold route to the QC partner for independence and scope review before the proposal goes out. The agent tracks approval state, escalates stalled approvals, and produces an audit trail of who approved what.

Mid-pursuit revisions - scope changes, fee adjustments, term modifications, added service lines - run through the same workflow. The agent regenerates the affected sections against the negotiated terms, partners re-approve only the changes (not the full proposal), and the updated proposal goes back to the prospect with change tracking. Negotiation history is preserved with the engagement record so the firm can analyze pricing realization across pursuits.

Templates and scope language are built collaboratively with your firm's general counsel, QC partner, and risk-management lead. The agent does not invent legal language; it executes your approved templates with deal-specific variables filled. For audit engagements, independence checks run against the prospect's affiliates and key personnel before the proposal is allowed to go out. For tax engagements, conflict checks run against existing client relationships. Risk gates are enforced upstream of partner time - partners do not see proposals that fail independence or conflict screens.

It runs inside our standard build. Weeks 1-3 audit your pursuit workflow, structure service-line templates, and ingest historical realization data. Weeks 4-10 build the agent and train it on your firm's pricing patterns, scope conventions, and approval routing. Weeks 11-14 deploy with one practice group, then expand across service lines. You see it drafting real proposals inside the first 100 days.

Run it on your own numbers. If a proposal takes a partner 60-90 minutes of scope assembly, fee modeling, template juggling, and document production - a fair assumption at most mid-market firms - and you run a few hundred pursuits a year, that is hundreds of partner-hours annually going to assembly work. The agent's job is to hand those hours back to client work and business development. Speed compounds the return: the firm that sends a clean, consistent proposal in hours outcompetes the firm that takes a week to send a Word document. We set the actual target ranges with you during scoping, against your real pursuit volume.