Finarb designs, builds, and operates intelligent AI agents that automate workflows, optimize KPIs, and create measurable value — deployed at enterprise scale across PE portfolio companies.
Generative AI answers questions. Agentic AI gets work done.
Models that predict and classify. Finarb has built 100+ of these solutions across healthcare, finance, and manufacturing.
Models that create content and converse. Finarb's DataXpert platform leverages this for conversational enterprise analytics.
Autonomous systems that perceive, decide, and act — executing multi-step workflows with minimal human oversight.
$42B
Projected agentic AI market by 2030
40%
of enterprise apps will feature AI agents by end of 2026 (Gartner)
Why this matters for PE: Financial engineering alone no longer drives returns. PE value creation now requires operational transformation at speed. Agentic AI is the fastest path to EBITDA improvement across a portfolio — automating claims processing, customer support, compliance, FP&A, and more.
No vague promises. Real agents solving real problems in production.
Automatically process, triage, and prioritize insurance claims. Predict denial likelihood and recommend preemptive actions.
Autonomous visual inspection of products on manufacturing and pharmacy lines. Detect defects, classify items, flag anomalies — no human in the loop.
Predict medication adherence risk, churn probability, and discontinuation risk. Trigger personalized outreach strategies automatically.
Conversational interface to enterprise data — agents that query, analyze, and visualize. Cross-source querying and automated dashboards.
Agents that continuously monitor, predict, and optimize enterprise KPIs. Auto-ML model training and scenario analysis across business levers.
Real-time clinical data visualization via SMART on FHIR. Compliance detection, data unification, and audit-ready reporting.
Model customer propensity, optimize channel ROI, and automate outreach. Multi-channel attribution and recommendation engines.
Intelligent extraction, classification, and routing of documents. Automate invoice processing, contract review, and regulatory filings at scale.
Predict demand fluctuations, optimize inventory levels, and automate procurement workflows. Real-time visibility across the entire supply chain.
From assessment to production in 4–6 weeks. A battle-tested framework refined across 100+ enterprise deployments, designed for the pace and rigor PE demands.
"80% of our clients are Forbes 1000 enterprises."
78% are long-term partners. Our client satisfaction score is 4.9/5.
100+ AI agent deployments across healthcare, retail, manufacturing, and financial services. Every result below is from a real production deployment.
Manual quality inspection on high-speed pharmacy lines causing bottlenecks and inconsistencies across 200K+ daily units.
Deployed computer vision agents for real-time pill detection, classification, and defect flagging — fully autonomous with human-in-the-loop escalation.
Claims denial rates exceeding 18%, with revenue leakage from delayed resubmissions and manual prioritization.
Built predictive claims agents that score denial probability at submission, auto-prioritize high-value claims, and generate appeal documentation.
Medication discontinuation driving revenue erosion and poor patient outcomes across a portfolio of 500K+ patients.
Multi-signal adherence prediction agents combining pharmacy fill data, demographic risk factors, and behavioral patterns to trigger proactive outreach.
Disparate data sources across clinical systems leading to compliance gaps and audit failures in mammography operations.
Data unification agents integrating EHR, PACS, and scheduling systems with real-time compliance monitoring and automated audit-ready reporting.
Enterprise-grade. Cloud-agnostic. 4 patents filed.
Databases · EHR · CRM · ERP · IoT · Documents
Integration · Warehousing · ETL · Quality
LLM Orchestration · Tool Use · Memory · RAG · Multi-Agent Coordination
Predictive Models · NLP · Vision AI · AutoML · Time Series
Multi-LLM Validation · Security · Compliance · Explainability
MLOps · CI/CD · Edge Deploy · Monitoring · Optimization
Not another consulting deck. A deployment partner.
We've driven successful PE firm exits and worked with firms like Frazier Healthcare Partners. We understand value creation plans, EBITDA targets, and the urgency of the hold period.
We don't hand you a strategy deck and walk away. We build the agents, deploy them, and run them. One partner, end-to-end.
DataXpert and KPIXpert are production-grade platforms, not science projects. They accelerate deployment and reduce time-to-value.
MVPs in 4–6 weeks. 100+ solutions delivered. 25+ years of combined consulting experience. We move fast without cutting corners.
Deep knowledge in Healthcare (55% of our work), BFSI, Retail, and Manufacturing. We know the regulations, the data models, and the edge cases.
Let's assess your portfolio. We'll identify the highest-impact agentic AI opportunities across your companies — and show you a deployment roadmap in 2 weeks.
Schedule a Portfolio AssessmentSee what AI agents can do for your specific workflows. Get a custom demo with your data, your use cases, your metrics.
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