Accurate AI is the artificial intelligence engine at the core of Accurate Spend — reading, extracting, mapping, and validating pharma compliance data so filings are accurate without the manual work. The same AI also powers custom-engineered systems when off-the-shelf tools don't fit your workflow.
What Accurate AI Does
Custom Compliance Portals — bespoke web applications built to your process
AI Data Processing — intelligent extraction, mapping, and validation
System Integrations — ERP, CRM, Concur, Veeva connected to compliance workflows
Analytics & Dashboards — real-time compliance visibility across your organization
Automated Reporting — AI-driven regulatory filing generation
Most compliance platforms are built to handle the most common scenarios — but every pharmaceutical organization has unique data structures, workflows, and regulatory obligations that standard software simply wasn't designed to accommodate.
Accurate AI is our artificial intelligence engine, built specifically to solve compliance problems for pharma and life sciences companies. It's the intelligence layer that powers Accurate Spend — reading source documents, mapping data to regulatory categories, and catching errors before they become submission problems. Every model is informed by over a decade of hands-on pharma compliance expertise.
Beyond powering Accurate Spend, we also put Accurate AI to work on bespoke problems — a custom HCP payment tracking portal, a data pipeline connecting your ERP to a regulatory filing, or a custom approval workflow — scoped and built with compliance accuracy as the foundation.
Built on Domain Expertise
Unlike general-purpose AI tools, Accurate AI reflects deep knowledge of the Sunshine Act, state reporting rules, HCP engagement compliance, and the data realities of pharma commercial operations.
Signs You Need Accurate AI
This is the same AI that runs inside Accurate Spend — and every engagement starts with your requirements, not a template. Here's what we commonly build with Accurate AI for pharmaceutical and life sciences organizations.
Bespoke web applications that centralize your compliance data, approvals, and reporting in one place — designed around the specific way your team actually works, not a generic SaaS workflow.
AI models trained to extract, classify, and validate compliance-relevant data from contracts, invoices, expense reports, and event records — dramatically reducing manual data handling.
Automated data pipelines connecting SAP, Concur, Salesforce, Veeva, and custom ERPs directly to your compliance reporting workflows — eliminating the manual export-transform-import cycle.
AI-assisted generation of CMS Open Payments files, state disclosure reports, and internal compliance summaries — pulling from your integrated data sources and applying jurisdiction-specific rules automatically.
Real-time compliance dashboards that give leadership visibility into spend trends, filing status, HCP engagement activity, and exception queues — built to your data model and KPIs.
Configurable digital approval chains for HCP engagements, Fair Market Value reviews, speaker bureau activities, and other compliance touchpoints — with full audit trails for regulatory review.
Accurate AI is embedded at every layer of the compliance data chain — inside Accurate Spend and in every custom system we build — but always guided by the regulatory knowledge to know what the output needs to look like.
AI extraction of payment amounts, HCP identifiers, dates, and event types from contracts, invoices, and expense records — without manual keying.
AI models that learn your data structures and automatically map records to CMS categories, state thresholds, and your internal taxonomy — and improve over time.
Automated flagging of duplicate records, missing HCP identifiers, threshold breaches, and data inconsistencies before they become submission errors.
AI-assisted assembly of compliant output files for CMS, state portals, and internal stakeholders — formatted to each jurisdiction's current requirements.
A structured engagement model that prioritizes compliance accuracy at every stage.
We learn your data environment, compliance obligations, and workflow requirements before writing a line of code
System architecture is reviewed against your regulatory requirements — compliance accuracy is a design constraint, not an afterthought
Iterative development with compliance validation at each milestone — tested against real data scenarios from your environment
Hands-on deployment with knowledge transfer to your team, plus ongoing support as regulations and your business evolve
Representative examples of the systems Accurate AI powers for pharmaceutical and life sciences organizations — inside Accurate Spend and beyond it.
Automated pipeline connecting Concur and Salesforce spend data to CMS Open Payments format — AI-powered HCP matching, category classification, and submission-ready file generation, replacing weeks of manual Excel work.
AI system that reads HCP consulting agreements and speaker program invoices, extracts payment amounts, dates, and service categories, and routes records into the compliance tracking system — with human review for edge cases.
Custom system that takes a single consolidated spend dataset and generates jurisdiction-specific disclosure files for each state obligation — automatically applying each state's thresholds, categories, and format requirements.
Configurable digital workflow for HCP engagement requests — capturing business justification, FMV rates, debarment checks, and multi-level approvals, with a full audit trail exportable for regulatory review.