Pharmaceutical, Biotech & CRO Operations

AI Spend, Contract & Compliance Intelligence for Life Sciences

Control spend, monitor supplier contracts, automate invoice workflows, and improve operational reporting across regulated environments.

$3.6M
Avg. Annual Savings
70%
Faster Reconciliation
99.3%
Match Accuracy
<24hrs
Time to First Insight
Why Pharma & Life Sciences Needs AI

The Problems That Cost You Millions

10–20%

CRO Budget Overruns

CRO invoices routinely exceed contracted study budgets by 10–20% through pass-through cost inflation, unauthorized protocol amendments, and unmonitored change orders.

21 CFR Part 11

FDA Audit Traceability

FDA and EMA inspectors demand complete audit trails for every financial transaction — manual evidence gathering across disconnected systems risks warning letters and consent decrees.

$50M+ trials

Clinical Trial Cost Drift

Multi-year, multi-site clinical trials with 5+ CROs generate thousands of invoices — per-patient costs drift 15–30% above protocol budgets without real-time monitoring.

Ask AI

Ask Anything About Your Pharma & Life Sciences Data

Natural language queries across all your databases. Answers in seconds, not hours. No SQL required.

inferoniq / Ask AI — Pharma & Life Sciences
Ctrl+K
U
"Show CRO spend by study, site, and cost category"
Queried 3 databases in 1.4 seconds
Category
Amount
Trend
Top Category
$4.2M
+12%
Second Category
$2.8M
-3%
Third Category
$1.9M
+8%
Show CRO spend by study, site, and cost category
Which vendors invoiced above contracted per-patient rates?
What pass-through costs exceeded approved budgets?
Show lab supply pricing variance against catalog agreements
Invoice Intelligence

AI-Powered 3-Way Match for Pharma & Life Sciences

MATCH98.7%STUDY BUDGET$12,400/patientSITE REPORT150 patientsCRO INVOICE$2.1M billed
Real Example

CRO invoiced $14,100 per patient for Phase III trial — contracted rate is $12,400. $255,000 overcharge across 150 patients caught before quarterly settlement.

Supplier invoice matching with GxP compliance
Duplicate payment prevention
Multi-level approval workflows
Milestone-based billing validation
CRO and vendor cost reconciliation
Spend Analytics

Complete Spend Visibility Across Your Pharma & Life Sciences Operations

Spend by Category
Suppliers$4.2MOperations$3.1MContracts$2.4MIT / SaaS$1.8MOther$1.1M
Vendor spend by category and invoice volume
Invoice aging with overdue exposure tracking
Spend leakage detection across CMO and supplier invoices
DPO monitoring and vendor risk scoring
Contract Intelligence

AI-Powered Contract Analysis for Pharma & Life Sciences

Upload any contract. AI extracts clauses, identifies risks, tracks renewals, and monitors obligations — automatically.

CRO and vendor agreement management
Renewal and amendment tracking
Pricing obligation and milestone terms
Rate escalation and change monitoring
Contract Intelligence
Master Service Agreement
Section 4.2 — Auto-Renewal Clause
This agreement shall automatically renew for
successive one (1) year periods unless notice
is provided ninety (90) days prior...
AI Extracted
Renewal
Auto — Mar 2027
Notice
90 days
Escalation
Up to 8%/yr
Risk
Medium-High
AUDIT READY
Compliance & Controls

Audit-Ready Controls Built Into Every Workflow

Evidence retrieval for regulatory audits
Audit logs meeting 21 CFR Part 11
Controls monitoring and reporting
Vendor qualification compliance
Document Intelligence

Upload Any Document. AI Understands It.

Invoices, contracts, PDFs, scanned documents — upload anything. AI classifies, extracts data, embeds for search, and makes it queryable in seconds.

Multi-Source Ingestion

Upload files, connect SharePoint, OneDrive, S3, email — or drag and drop. All formats supported.

AI Classification & Extraction

Auto-classifies document type (invoice, contract, legal, PO) and extracts structured data with GPT-4o Vision.

Smart Edit — 8 AI Actions

Click any document for instant AI analysis: Clause Clarity, Risk Analysis, Key Terms, Line Audit, Tax Check, and more.

Custom AI Agents

Build AI Agents That Match Your Exact Workflow

No code required. Pick your industry, define data sources, configure matching rules, set triggers — deploy a custom AI agent tailored to your business process in minutes.

No-code agent builder with industry templates
Agent Studio — business users customize instructions
Configurable match rules, tolerances, and strategies
Scheduled automation (batch, hourly, per-event)
ERP export in any format (XLSX, CSV, XML, JSON)
Full pipeline observability and audit trail
Custom Agent BuilderNo Code
Agent Name
Pharma Spend Auditor
Industry
Pharma & Life Sciences
Match Configuration
Study BudgetSite ReportCRO Invoice
Data Source
SAP / Veeva
Trigger
Daily batch
Tolerance
±2%
Agent ready to deployActivate
InputLearningOutput
Self-Learning Platform

Every Query Makes the System Smarter

inferonIQ learns from every interaction — correction patterns, match decisions, and successful queries feed back into the engine automatically.

Query Memory
50–100ms cached responses. 40–60% hit rate that improves daily.
Auto Glossary
Business terms built from successful queries — your domain language.
Correction Patterns
Auto-extracted from feedback. Replayed at query time.
Threshold Tuning
Match rules auto-optimize from human decisions over time.
Cross-Database Intelligence

One Question. All Your Systems.

Query across Oracle + SQL Server + Snowflake in one question. Parallel execution, automatic join inference, unified results.

ORACLESQLServerSNOWFLAKEMERGEUNIFIEDRESULT

8 SQL Dialects

Postgres, SQL Server, Oracle, MySQL, Snowflake, BigQuery, Databricks, Redshift.

Auto Join Inference

FK matching, business key matching, and composite key discovery across databases.

Parallel Execution

Queries execute simultaneously across systems. Results merged and deduplicated.

15+ Connectors

Databases, file storage, email, SharePoint, REST APIs — all unified.

Works With Your Entire Stack

Oracle
SAP
SQL Server
PostgreSQL
Snowflake
BigQuery
MySQL
Databricks
QuickBooks
NetSuite
Xero
SharePoint
Workday
Any ERP
Oracle
SAP
SQL Server
PostgreSQL
Snowflake
BigQuery
MySQL
Databricks
QuickBooks
NetSuite
Xero
SharePoint
Workday
Any ERP

Why Pharma & Life Sciences Teams Choose InferonIQ

Zero data replication — BYOC available
Connect any database + documents
Ask AI across real enterprise data
Built-in invoice + contract intelligence
Audit-ready controls and compliance
Enterprise security with RBAC
Fast time to value — under 48 hours
BYOC / On-Prem
Zero Data Movement
SOC 2 In Progress
Role-Based Access
Full Audit Trail
PII / PHI Detection
Results

Real Outcomes for Pharma & Life Sciences

$3.6M
Avg. Annual Savings
70%
Faster Reconciliation
99.3%
Match Accuracy
<24hrs
Time to First Insight

Ready to Transform Pharma & Life Sciences Finance?

Free 48-hour scan. We connect to your data, find the waste, and deliver a report with specific dollar amounts. If we find nothing — you pay nothing.

Read-only access · 48-hour turnaround · No commitment required