ENTERPRISE AI. INTELLIGENT AGENTS. MEASURABLE IMPACT.
Autonomous AI Agent Portfolio
Productized workflow agents for operations-heavy teams needing faster response, fewer errors, lower admin costs, and auditable execution.
Document & Compliance Intelligence
Subscription & Payment Watchdog Agent
Ingests recurring transaction documents, extracts vendor payment terms, validates charges against baseline rules, and escalates renewal exceptions.
What the Agent Does:
- Deterministic Extraction: Ingests invoices, statements, and recurring billing logs without relying on speculative AI logic.
- Tenant-Isolated Processing: Deploys safely inside client infrastructure with strict PII handling and audit trails.
- Constrained Risk Alerts: Flags price increases and upcoming renewal thresholds before charges process.
ROI & Value Proposition:
- Auditable Logic: Every calculation matches source documentation for complete compliance peace of mind.
- Behavior Change: Teams move from manually checking recurring charges to supervising review-ready exception logs.
Measurable Impact
Prevents cost leakage, reduces manual accounting review hours, and ensures zero missed cancellation windows.
Financial Audit & Compliance Agent
Ingests complex financial records, extracts key dates and clauses, validates compliance checklists, and produces reviewer-ready audit summaries.
What the Agent Does:
- Automated Checklist Validation: Extracts transaction metadata and cross-evaluates against SOX and GAAP policies.
- Full-Population Auditing: Screens 100% of journal entries and invoices instead of relying on random sampling.
- Auditable Traceability: Generates clear evidence logs for every flagged exception.
ROI & Value Proposition:
- Faster Turnaround: Accelerates audit preparation timelines while reducing compliance risk.
- Fewer Missed Fields: Eliminates manual human oversight errors in large-scale document reviews.
Measurable Impact
Substantially lowers audit preparation cost and flags duplicate or non-compliant disbursements ahead of review.
KYC/AML Onboarding & Compliance Agent
Ingests identity documents, extracts key attributes, validates against regulatory watchlists, auto-approves low-risk applicants, and routes exceptions.
What the Agent Does:
- Document & Identity Extraction: Reads passport, driver license, and corporate filing PDFs automatically.
- Watchlist Validation: Cross-checks global sanctions, PEP databases, and local regulatory requirements.
- Structured Case Output: Pre-assembles reviewer-ready evidence packets for compliance escalation.
ROI & Value Proposition:
- Instant Intake: Converts manual document validation into automated intake with human approval steps.
- Audit Trail Included: Every verification decision leaves an immutable compliance record.
Measurable Impact
Cuts client onboarding time from days to minutes while keeping compliance teams focused on edge-case reviews.
Loan & Credit Underwriting Agent
Ingests applicant financial statements, extracts income and debt metrics, checks institutional underwriting rules, and drafts credit summaries.
What the Agent Does:
- Financial Data Ingestion: Ingests bank statements, tax returns, and credit bureau data automatically.
- Rule-Based Validation: Checks debt-to-income and liquidity ratios against policy guidelines.
- Reviewer Briefing Output: Produces clear, concise decision packets for loan officer sign-off.
ROI & Value Proposition:
- Faster Credit Decisions: Dramatically reduces application backlogs for commercial and retail lending.
- Consistent Policy Checks: Standardizes risk evaluations across all underwriting workflows.
Measurable Impact
Shortens loan processing cycles by up to 70% while improving policy adherence and audit readiness.
Healthcare Admin Workflow
GeneRisk AI — Genetic Risk & Clinical Decision Support Agent
Transforms patient context and genetic-risk factors into explainable, clinician-reviewed hereditary risk assessments using RAG and agentic workflows.
What the Agent Does:
- LangGraph Agentic Orchestration: Automatically gathers patient context, evaluates family medical history, and drives multi-step risk workflows.
- RAG Knowledge Retrieval & Copilot: Pulls supporting clinical knowledge and enables contextual Q&A for care teams.
- Clinician Dashboard & Review: Delivers explainable risk reports and actionable findings with mandatory human review before clinical action.
ROI & Value Proposition:
- Consolidated Patient Context: Eliminates manual record synthesis across disparate medical charts and guidelines.
- Clinician-in-the-Loop Safety: Operates purely as Clinical Decision Support—keeping healthcare providers in full decision-making control.
Measurable Impact
Reduces manual chart review effort, standardizes hereditary risk evaluations, and accelerates clinical decision-making.
Patient Engagement & Recall Agent
Reads patient lists, runs automated recall and intake workflows, checks for missing forms, and escalates exceptions to care coordinators.
What the Agent Does:
- Outreach & Intake Automation: Conducts scheduled patient recall via SMS and email workflows.
- Gap & Requirement Auditing: Checks for incomplete intake forms or missing insurance records prior to visits.
- Supervised Routing: Flags clinical or sensitive scheduling requests for immediate front-desk escalation.
ROI & Value Proposition:
- Staff Time Saved: Eliminates manual phone outreach and repetitive scheduling chases.
- Higher Completion Rates: Ensures higher patient intake and appointment follow-through.
Measurable Impact
Reduces practice no-shows, frees up care coordinators, and expands practice appointment capacity.
Prior Authorization & Revenue Cycle Agent
Reads patient EHR charts, extracts clinical notes and lab results, validates payer criteria, and pre-assembles prior-authorization requests.
What the Agent Does:
- Chart & Note Extraction: Pulls relevant clinical history and diagnostic reports directly from EHR orders.
- Payer Rule Matching: Verifies submission packets against specific payer authorization rules.
- Denial Appeal Parsing: Reads rejection notices to construct complete, corrected resubmissions.
ROI & Value Proposition:
- Accelerated Approvals: Cuts administrative waiting periods for specialty care and procedures.
- Fewer Manual Rejections: Submits complete, rule-compliant authorization packets every time.
Measurable Impact
Reduces revenue cycle delays and eliminates hours of staff time spent managing insurer follow-ups.
Clinical Documentation & Ambient Scribe Agent
Captures provider-patient consultations, converts unstructured dialogue into structured EHR documentation, and highlights items for clinician review.
What the Agent Does:
- SOAP Note Structuring: Translates encounter conversations into structured clinical summaries.
- Draft Integration: Pre-populates EHR fields for fast physician review and sign-off.
- Safety Guardrails: Highlights missing clinical documentation and drug interaction warnings.
ROI & Value Proposition:
- Reduced Physician Fatigue: Eliminates manual administrative typing during and after patient visits.
- Human-in-the-Loop Control: All notes require final physician authorization before chart lock.
Measurable Impact
Saves up to 2 hours of daily paperwork per clinician, increasing throughput and care focus.
Med-Context Policy & Clinical Knowledge Agent
Provides care teams with immediate, page-cited answers from internal medical policies, clinical guidelines, and payer coverage manuals.
What the Agent Does:
- Grounded Policy RAG: Searches practice documentation, protocol manuals, and payer rules instantly.
- Page-Level Citations: Links every response directly to exact PDF source pages and clauses.
- Citation Validation Nets: Prevents ungrounded or speculative output through strict verification filters.
ROI & Value Proposition:
- Trusted Guidance: Ensures medical staff follow exact institutional guidelines with proof.
- Lower Compliance Friction: Eliminates guesswork regarding complex payer coverage requirements.
Measurable Impact
Accelerates policy lookup times for care coordinators and clinical staff from 15 minutes to under 5 seconds.
Revenue & Customer Response
Inbound Lead & Customer Response Agent
Reads inbound web forms, emails, and SMS, qualifies leads against knowledge bases, schedules appointments, and logs activity in CRM.
What the Agent Does:
- Instant Qualification: Ingests inbound queries and qualifies prospects using business rules.
- Automated Scheduling: Coordinates calendar openings and books sales demos or service visits 24/7.
- CRM Sync & Escalation: Logs conversation history to CRM and alerts sales reps for high-value leads.
ROI & Value Proposition:
- After-Hours Capture: Engages prospects instantly outside business hours to prevent drop-off.
- Measurable Promise: Respond faster, book more meetings, and remove manual follow-up delays.
Measurable Impact
Dramatically increases booked appointments and reduces response times from hours to seconds.
Revenue & Cash Flow Intelligence Agent
Monitors revenue operations in real time, projects cash flow burn rates, flags liquidity thresholds, and generates executive dashboard summaries.
What the Agent Does:
- Fast Treasury Inference: Processes operational receivables and payables in near real-time.
- Interactive Runway Mapping: Visualizes liquidity projections based on custom assumption sets.
- Proactive Capital Alerts: Issues early warnings before cash reserves cross minimum operating limits.
ROI & Value Proposition:
- Instant Executive Visibility: Replaces manual spreadsheet forecasting with automated data updates.
- Actionable Insights: Helps leadership make informed capital allocation decisions.
Measurable Impact
Provides leadership with total visibility into cash velocity and operational runway.
Fraud Detection & Risk Interception Agent
Monitors customer transaction streams, flags anomalies against business rules, blocks high-risk charges, and pre-assembles review cases.
What the Agent Does:
- Real-Time Pattern Auditing: Checks customer payment activities against baseline behavior rules.
- Instant Risk Freezes: Intercepts suspicious transactions before settlement occurs.
- Automated Evidence Compilation: Packs transaction logs and risk scores for risk manager review.
ROI & Value Proposition:
- Proactive Protection: Stops fraudulent payouts prior to completion rather than managing chargebacks.
- Fewer False Positives: Combines rule-based logic with context checks to minimize user friction.
Measurable Impact
Protects top-line revenue, reduces chargeback penalties, and lowers risk team intervention costs.
PositionPilot Scenario Analysis Agent
Deterministic trade-off evaluation engine comparing bounded operational paths under user-defined targets and constraints.
What the Agent Does:
- Bounded Decision Paths: Evaluates strategic options across 6 predefined, rule-based execution scenarios.
- Deterministic Engine: Relies on rule-driven math rather than speculative model predictions.
- Trade-Off Mapping: Synthesizes strategic scenarios into clear risk and outcome comparisons.
ROI & Value Proposition:
- Zero Speculation Risk: Math-grounded scenario evaluations prevent hallucination issues.
- Faster Strategic Alignment: Lays out trade-offs clearly for management teams.
Measurable Impact
Enables clear operational decisions without manual modeling overhead.
Operations & Workforce Automation
Enterprise Knowledge & Internal Support Agent
Answers internal requests from company SOPs, creates support tickets, routes work to owners, and tracks status across Teams and Slack.
What the Agent Does:
- SOP Answer Engine: Answers internal team inquiries directly using vector RAG across internal documentation.
- Task Creation & Routing: Generates tickets, assigns owners, and updates status automatically in tools like Jira or ServiceNow.
- Escalation Summaries: Pre-summarizes complex issues before handing off to human support teams.
ROI & Value Proposition:
- Lower Support Burden: Automates repetitive internal Tier-1 questions across HR, IT, and operations.
- Better Visibility: Tracks resolution status and identifies operational bottlenecks.
Measurable Impact
Deflects up to 60% of internal support tickets and cuts employee resolution times to under a minute.
IT Helpdesk & Service Automation Agent
Automates routine IT tickets—credential resets, access provisioning, diagnostic logs—and routes complex technical tasks to human leads.
What the Agent Does:
- Tier-1 Automation: Executes credential resets and software access approvals based on role permissions.
- System Integrations: Connects directly with Active Directory, Okta, and ITSM platforms.
- Smart Escalation Logs: Gathers diagnostic logs before escalating complex issues to IT engineers.
ROI & Value Proposition:
- Instant Support: Solves technical blockers immediately so employees remain productive.
- Reduced MSP Expenses: Lowers outsourced IT support costs for routine service requests.
Measurable Impact
Significantly reduces IT queue response times and lowers support costs per employee.
HR Recruitment & Onboarding Workflow Agent
Evaluates candidate files against job criteria, schedules interviews, orchestrates onboarding paperwork, and answers new hire FAQs.
What the Agent Does:
- Candidate Screening: Extracts qualifications from resumes and matches them against role requirements.
- Interview Scheduling: Coordinates availability across hiring panels and candidate calendars.
- Onboarding Coordination: Triggers welcome packets, policy reviews, and equipment setup tracking.
ROI & Value Proposition:
- Accelerated Hiring Velocity: Eliminates delays in applicant screening and interview scheduling.
- Consistent Onboarding Experience: Ensures every hire completes compliance and setup steps seamlessly.
Measurable Impact
Shortens time-to-hire cycles and improves new employee retention through structured onboarding.
Reconciliation & Operations Workflow Agent
Automates ledger matching, identifies transaction exceptions, drafts adjusting entries, and streamlines daily reconciliation workflows.
What the Agent Does:
- Ledger Matching Engine: Pairs bank statements, ERP records, and transaction logs automatically.
- Exception Routing: Flags unmatched items, timing differences, and amount variances for review.
- Adjustment Entry Drafting: Prepares journal entry suggestions for finance team approval.
ROI & Value Proposition:
- Faster Financial Close: Accelerates monthly and quarterly closing cycles significantly.
- Zero Manual Cross-Checking: Frees accounting teams from repetitive Excel comparison tasks.
Measurable Impact
Eliminates back-office spreadsheet checking and reduces financial close effort by over 50%.
Education & Academic Workflows
Curriculum Generation & Multilingual Agent
Generates standards-aligned curriculum packages, converts educational content across languages, and produces differentiated learning modules.
What the Agent Does:
- Multi-Component Generation: Automatically builds lesson plans, rubrics, and activity guides.
- Multilingual Translation: Translates course materials instantly for ELL/ENL cohorts.
- Standards Alignment Check: Validates content against regional and institutional learning goals.
ROI & Value Proposition:
- Hours Saved Per Educator: Reduces administrative prep time from hours to minutes.
- Differentiated Learning: Adapts reading levels and exercises for diverse student cohorts.
Measurable Impact
Reduces teacher admin overload while expanding course accessibility across multilingual student bases.
Admissions & Enrollment Response Agent
Handles prospective student inquiries, checks application status in SIS, schedules admissions interviews, and answers financial aid FAQs.
What the Agent Does:
- SIS Sync & Status Lookup: Provides live application status updates directly to applicants.
- Inquiry Resolution: Answers tuition, registration, and admission requirements 24/7.
- Escalation Handling: Pre-summarizes complex financial aid cases for human counselors.
ROI & Value Proposition:
- 24/7 Applicant Support: Prevents prospective student churn with instant responses.
- Peak Volume Scalability: Manages seasonal enrollment spikes without hiring temp staff.
Measurable Impact
Increases prospective student engagement and lowers administrative overhead during peak enrollment.