Use Cases

Real workflows. Real ROI.

A sample of production AI we've built across industries.

Document & Contract Intelligence

Stop hunting through PDFs.

Ask in plain English, get the answer, with the receipt.

3X ROI

National Waste Management

Contract-intelligence agents ingest thousands of customer contracts and surface real-time insight. What used to take manual file search and analysis is now answered in seconds, with citations. A natural-language interface to interrogate documents.

3X ROI

Real Estate Development

Agents ingest and provide real-time insight over hundreds of agreements: loan agreements, JV and operating agreements, promissory notes, and guarantees. Manual file search and analysis is now answered in seconds.

Finance & Operations Automation

Close the books faster.

Budgeting, forecasting, P&L analysis, reconciliations, journal entries, GL anomalies, inventory and PO analysis, timesheets, onboarding, and more.

5X ROI

Multistate Heavy Equipment Dealer

Agent-driven budgeting and forecasting, automated narrative analysis of monthly financial reporting packages, and a conversational AI interface layered over the inventory subledger.

2.5X ROI

Financial Services Firm

Automated payroll calculation, deduction, and disbursement engine driven by validated timesheet data and configurable pay rules, cutting compliance risk and manual effort by 90%.

4X ROI

Mid-Market Services Operator

Automates the full employee onboarding workflow, guiding new hires through documentation, policy acknowledgments, and system setup. Consistent, repeatable onboarding across the organization.

4X ROI

Behavioral Learning Agent (tool offering)

The agent watches a human run a workflow, learns the intent behind each step, then executes it autonomously end to end. Not RPA, not scripted automation; it understands the work and takes over, saving 200+ hours a month.

Revenue Growth & Pipeline Acceleration

Drive the top line.

Proposals won, leads qualified, content shipped, demand surfaced.

6X ROI

Manufacturer

AI-enhanced order intake using OCR and LLM extraction to populate and validate ERP sales orders from emailed PDFs, paired with a kitting app that prices spec-driven configurations from live inventory.

7X ROI

Aviation FBO

Analytics workflow mining multi-source flight data to identify high-value prospects, paired with a scoring model and Command Center dashboard that delivers an AI-prioritized outreach pipeline.

Domain-Specific Transformations

Productized AI moats.

Value encoded as rules, taxonomy, and decision logic, including data platforms turned into commercial assets.

10X ROI

Elite Athlete Performance Operator

Multi-facility data hub with a position-specific Sprint Readiness Score and explainable drivers. We engineered their data ingestion, analysis, and distribution pipelines.

2.5X ROI

Accounting Firm

AI Tax Agent for IRS Schedule A receipt categorization with OCR, confidence scoring, an accountant Smart Review UI, and UltraTax-compatible export.

5X ROI

Healthcare Provider

Clinical Brief Agent that summarizes patient charts, lab results, and literature on demand. Cuts manual chart review and surfaces evidence with citations.

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