Industry Solutions

From horizontal RAG to industry-specific automation.

Agomonia Labs uses reusable foundations below and domain-specific agents above, so every vertical gets purpose-built workflows without rebuilding the whole stack.

Healthcare and prior authorization

Clinical visit transcription, SOAP drafts, patient summaries, payer criteria mapping, evidence gaps, submission-risk flags, and review packets.

Sports intelligence and cricket operations

ADAR sports agents answer cricket questions with live web scraping, latest scorecards, schedules, team strength analysis, player stats, rules, and standings.

Restaurant operations

POS and sales agents, inventory and menu search, customer experience, waitlist management, location routing, discounts, bill splitting, and analytics.

Legal and lease intelligence

Clause extraction, obligation tracking, renewal-risk checks, abstract generation, compliance review, and approval workflows.

Financial and insurance operations

Policy Q&A, invoice and claim evidence retrieval, underwriting document review, audit support, and exception handling.

Brokerage and real estate

Listing packets, disclosure review, client document Q&A, contract comparison, transaction checklists, and agent-assistant workflows.

Biotech and research

Protocol search, literature grounding, lab report summarization, regulatory evidence packs, and research knowledge assistants.

Education, culture, and community

Geetabitan shows how ADAR can power cultural knowledge assistants with Bengali search, raag/taal filters, notation, voice, and evaluation.

Healthcare Vertical

Clinical documents, conversations, and payer policies in one reviewable workspace.

DocIntel combines a self-service RAG foundation with specialized healthcare agents for clinical scribe workflows, patient context, evidence review, and prior authorization readiness.

Clinical scribe intake

Record or upload patient-doctor conversations in English, Spanish, Bangla, Hindi, or Arabic, select language, confirm consent, and generate a transcript.

Structured clinical packet

Create SOAP note drafts, patient-friendly summaries, follow-up checklists, medications, lab context, care gaps, and administrative flags.

Searchable patient context

Save visit output alongside after-visit summaries, lab reports, medication lists, prior history, referrals, and notes.

Prior authorization intelligence

Read payer criteria, map requirements to patient evidence, identify missing documentation, flag risks, and generate a human-review packet.

Questions the assistant can help organize

What follow-up actions are mentioned?
What medications, lab values, diagnoses, or prior treatments appear?
Which payer criteria are supported by cited evidence?
What documents, signatures, dates, codes, or notes are missing before submission?

PatientsUnderstand records, visit summaries, follow-ups, and questions to bring to a provider.

CaregiversTrack instructions, medications, lab results, and prior authorization needs for a family member.

Providers and small clinicsFind clinical evidence faster and reduce manual documentation effort.

Prior authorization teamsCompare payer requirements against patient evidence and prepare review packets.

Billing and admin teamsSee missing items before submission and reduce avoidable back-and-forth.

Compliance teamsReview citations, traceability, PHI handling, approval status, and audit history.

Healthcare workflows support preparation, documentation review, and human decision-making. They do not replace clinical judgment, medical advice, provider review, or payer determination.

Restaurant Reference Architecture

Agentic operations through a browser chat interface.

A staff member asks one question, and the system coordinates across POS, inventory, customer experience, locations, memory, and analytics tools.

Example request

“Check if halibut is in stock, and if it is, add it to table 7’s order.”

Orchestrator understands the multi-domain intentInventory agent checks availability and menu alternativesPOS agent adds the item, discount, split bill, or order updateShared memory carries table, location, and active task context

Sales / POSOrders, discounts, bill splitting, daily revenue.

Customer experienceWait estimates, waitlist management, guest notifications.

InventoryStock checks, unavailable items, semantic menu search.

LocationsHours, capacity, nearest-store routing, active location context.

ADAR Sports Workflow

Live sports agents for cricket teams, leagues, and fan communities.

A central orchestrator routes questions to specialist sports agents that fetch and reason over current cricket information.

Live agent

Scrapes league pages for current standings, schedules, recent results, upcoming matches, and umpiring assignments.

Scorecard intelligence

Finds latest match scorecards, reads dismissal details, compares innings, and summarizes what changed in a season.

Team stats agent

Aggregates batting, bowling, schedule, match history, dismissals, win patterns, and team strength indicators.

Player stats agent

Answers named-player questions, top performer queries, strike rates, wickets, season totals, and cross-team leaderboards.

Rules agent

Uses retrieval over league rulebooks and FAQs to answer umpiring, eligibility, wide-ball, no-ball, and format questions.

Judge agent

Scores responses for accuracy, completeness, relevance, and format so admins can monitor answer quality over time.