Transforming Tax Preparation with AI + People
How Incite Tax streamlined document processing, improved accuracy, and scaled their national accounting team's capacity.
Benefits delivered
MagentIQ was engaged to stabilize document processing, redesign tax workflow execution, and introduce a hybrid AI + People model that could scale during peak season while preserving accuracy, compliance, and visibility.
99.5%
accuracy on data extraction across all documents processed, with human-in-the-loop validation for the 0.5% exceptions.
Less than 60 secs
to process all documents received - a significant reduction from the 2+ hours it used to take before magentIQ
10x
increase in team capacity, enabling non-linear growth and the ability to scale headcount inline with seasonal demands.
Success story
"The payoff has been concrete: around $200,000 a year in savings, so far - and we are just getting started" - John Briggs, CEO, Incite Tax
John Briggs, CEO & Co-founder, Incite Tax
Our Customer
Incite Tax - a U.S.-based tax advisory and preparation firm serving entrepreneurs, small business owners, and independent professionals - faced a critical challenge: scaling document processing across thousands of returns as client submissions surged during tax season.
Our Customer
Situation
- Every tax season brought a surge of W-2s, 1099s, K-1s, IRS transcripts, and supporting records that needed to be ingested, classified, and processed quickly.
- Teams were working across fragmented systems, manual uploads, spreadsheets, and inconsistent handoffs, creating delays, rework, and limited visibility.
- Leadership needed a scalable way to reduce manual effort, maintain compliance integrity, and keep pace with rising client expectations for speed and accuracy.
Situation
- Every tax season brought a surge of W-2s, 1099s, K-1s, IRS transcripts, and supporting records that needed to be ingested, classified, and processed quickly.
- Teams were working across fragmented systems, manual uploads, spreadsheets, and inconsistent handoffs, creating delays, rework, and limited visibility.
- Leadership needed a scalable way to reduce manual effort, maintain compliance integrity, and keep pace with rising client expectations for speed and accuracy.
Challenges
- Manual document handling consumed staff time with repetitive tasks like downloading, renaming, sorting, and attaching files across systems.
- Misclassified or misplaced documents created compliance risk, review delays, and avoidable back-and-forth with clients.
- Workflows lacked standardization, causing bottlenecks in handoffs and inconsistent customer experiences.
- Seasonal spikes drove reliance on contractors - an expensive, reactive model that constrained profitability and growth.
Challenges
- Manual document handling consumed staff time with repetitive tasks like downloading, renaming, sorting, and attaching files across systems.
- Misclassified or misplaced documents created compliance risk, review delays, and avoidable back-and-forth with clients.
- Workflows lacked standardization, causing bottlenecks in handoffs and inconsistent customer experiences.
- Seasonal spikes drove reliance on contractors - an expensive, reactive model that constrained profitability and growth.
Approach
MagentIQ’s unique approach blends human experts and AI agents (a multi-agent workforce) to redesign how work gets done - not by replacing existing systems, but by re-engineering the workflow inside the customer’s Salesforce environment.
- Deliver the work: Embedded Operators mapped the end-to-end document journey, rebuilt intake-to-validation workflows, re-established quality standards, and introduced human-in-the-loop controls to stabilize accuracy and compliance.
- Evaluate AI potential within the Living Lab: Forward-Deployed Engineers created a digital twin of the document workflow, identifying where AI could reliably ingest, classify, extract, validate, and route documents at scale. Ultimately, highlighting that streamlining document processing through a standard portal would unlock significant value downstream.
- Agentify areas that deliver value: Task-specific AI agents were introduced to handle discrete steps in the workflow - including file intake, extraction, classification, validation, integration, and audit checks - with humans focused on exceptions and edge cases.
- Optimize the hybrid workforce: Continuous feedback loops, audit trails, and real-time dashboards improved performance over time, increased transparency, and gave leaders visibility into status, bottlenecks, and SLA adherence.
Approach
MagentIQ’s unique approach blends human experts and AI agents (a multi-agent workforce) to redesign how work gets done - not by replacing existing systems, but by re-engineering the workflow inside the customer’s Salesforce environment.
- Deliver the work: Embedded Operators mapped the end-to-end document journey, rebuilt intake-to-validation workflows, re-established quality standards, and introduced human-in-the-loop controls to stabilize accuracy and compliance.
- Evaluate AI potential within the Living Lab: Forward-Deployed Engineers created a digital twin of the document workflow, identifying where AI could reliably ingest, classify, extract, validate, and route documents at scale. Ultimately, highlighting that streamlining document processing through a standard portal would unlock significant value downstream.
- Agentify areas that deliver value: Task-specific AI agents were introduced to handle discrete steps in the workflow - including file intake, extraction, classification, validation, integration, and audit checks - with humans focused on exceptions and edge cases.
- Optimize the hybrid workforce: Continuous feedback loops, audit trails, and real-time dashboards improved performance over time, increased transparency, and gave leaders visibility into status, bottlenecks, and SLA adherence.
Looking forward
With document processing stabilized and scaled, we are now expanding into adjacent areas of the tax lifecycle - including automated return assembly, client communication agents for missing information and filing updates, exception management for high-risk filings, and process analytics to continuously improve throughput and accuracy.
Ready to Agentify your organization
Talk to us about your new multi-agent workforce.
Ready to Agentify your organization
Talk to us about your new multi-agent workforce.
