> ## Documentation Index
> Fetch the complete documentation index at: https://docs.corvic.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Use Cases

> What teams build with Corvic, with a video for most of them.

Corvic is one place to bring your data, connect your tools, and let agents do the work: research, reconcile, extract, monitor, and report. Every use case below starts the same way: open a room, add your data, connect what it needs from the [Connector Vault](https://docs.corvic.ai/connector-vault/overview.md), and ask. When the result is right, save it as a [playbook](https://docs.corvic.ai/features/playbooks.md) and run it again tomorrow.

[Corvic AI: The Operating Layer for AI Agents](https://www.youtube.com/embed/yOQYExlW2Zw)

### Research & Analysis

Diligence, prior art, literature reviews, and competitive intelligence, grounded in sources you can check.

> [card] [Venture capital diligence](https://docs.corvic.ai/use-cases/research.md#venture-capital-diligence)
>
> Go from a pitch deck to a diligence memo on the company, market, technology, and founders, with every claim traced to a source.

> [card] [Patent and prior-art search](https://docs.corvic.ai/use-cases/research.md#patent-and-prior-art-search)
>
> Search prior art, compare claims side by side, and get a freedom-to-operate view before you file.

> [card] [Scientific literature review](https://docs.corvic.ai/use-cases/research.md#scientific-literature-review)
>
> Read a hundred papers at once: pull out methods, figures, and tables, and see where findings agree or conflict.

> [card] [Competitive intelligence](https://docs.corvic.ai/use-cases/research.md#competitive-intelligence)
>
> Track competitors' features, pricing, and positioning, and keep the matrix current without re-researching it every quarter.

> [card] [Real estate and neighborhood research](https://docs.corvic.ai/use-cases/research.md#real-estate-and-neighborhood-research)
>
> Compare neighborhoods on schools, prices, commute, and amenities in one sitting.

> [card] [Insurance plan comparison](https://docs.corvic.ai/use-cases/research.md#insurance-plan-comparison)
>
> Turn a stack of plan documents into one comparison of premiums, deductibles, and coverage.

### Finance

Accounts payable, financial analysis, equity research, tax prep, and compliance checks on your own numbers.

> [card] [Accounts payable](https://docs.corvic.ai/use-cases/finance.md#accounts-payable)
>
> Know what you owe, to whom, and when: bills, due dates, vendor balances, and AP aging, straight from your books.

> [card] [Company financial analysis](https://docs.corvic.ai/use-cases/finance.md#company-financial-analysis)
>
> Balance sheet, cash flow, monthly burn, and COGS, with bank and card statements reconciled against the ledger.

> [card] [Equity research](https://docs.corvic.ai/use-cases/finance.md#equity-research)
>
> Fundamentals, quotes, statements, and valuation for a watchlist, refreshed on a schedule.

> [card] [KYC and AML](https://docs.corvic.ai/use-cases/finance.md#kyc-and-aml)
>
> Screen customers and counterparties, check documents, and flag risky activity with an audit trail.

> [card] [Credit and lending intelligence](https://docs.corvic.ai/use-cases/finance.md#credit-and-lending-intelligence)
>
> Give loan officers a full picture of a borrower from internal records and outside signals.

> [card] [Prediction markets](https://docs.corvic.ai/use-cases/finance.md#prediction-markets)
>
> Pull market odds and the news that moves them, and spot where the crowd may be wrong.

> [card] [Tax preparation](https://docs.corvic.ai/use-cases/finance.md#tax-preparation)
>
> Organize the year's records, categorize deductible expenses, and estimate what you'll owe.

### Sales & Marketing

Lead generation, pipeline management, community marketing, and customer support.

> [card] [Lead generation](https://docs.corvic.ai/use-cases/sales-marketing.md#lead-generation)
>
> Build lead lists that match your ICP, enriched with intent signals and an outreach angle for each.

> [card] [Pipeline and CRM](https://docs.corvic.ai/use-cases/sales-marketing.md#pipeline-and-crm)
>
> Keep deals, contacts, and next steps current, and ask your pipeline questions in plain English.

> [card] [Community and Reddit marketing](https://docs.corvic.ai/use-cases/sales-marketing.md#community-and-reddit-marketing)
>
> Find the subreddits and threads where your buyers talk, and what they're asking.

> [card] [SEO and AI-search visibility](https://docs.corvic.ai/use-cases/sales-marketing.md#seo-and-ai-search-visibility)
>
> Audit how your site shows up in search and in AI answers, and get fixes ranked by impact.

> [card] [Customer support](https://docs.corvic.ai/use-cases/sales-marketing.md#customer-support)
>
> Triage tickets and email, draft answers from your docs, and route what needs a human.

> [card] [Team issue tracker](https://docs.corvic.ai/use-cases/sales-marketing.md#team-issue-tracker)
>
> Build and deploy your own issue tracker that posts to Slack, in minutes.

### Engineering & Operations

P\&ID digitization, bills of materials, supply chain, document processing, and sense-and-alert systems.

> [card] [P\&ID digitization](https://docs.corvic.ai/use-cases/engineering-operations.md#pid-digitization)
>
> Turn piping and instrumentation diagrams into a queryable graph of equipment, instruments, valves, and lines.

> [card] [Bills of materials and supply chain](https://docs.corvic.ai/use-cases/engineering-operations.md#bills-of-materials-and-supply-chain)
>
> Pull parts lists out of drawings and keep suppliers, lead times, and inventory in one tracker.

> [card] [Document processing](https://docs.corvic.ai/use-cases/engineering-operations.md#document-processing)
>
> Read contracts, forms, and reports into structured tables, with each value traced to the page it came from.

> [card] [Sense and alert](https://docs.corvic.ai/use-cases/engineering-operations.md#sense-and-alert)
>
> Watch data sources continuously and alert the right person when something crosses a line.

### Data Engineering

Pipelines that run themselves, knowledge graphs across sources, and ML-ready datasets.

> [card] [Pipelines that run every morning](https://docs.corvic.ai/use-cases/data-engineering.md#pipelines-that-run-every-morning)
>
> Set it once: pull from your sources, transform, and land a fresh table before anyone logs in.

> [card] [One knowledge graph across every source](https://docs.corvic.ai/use-cases/data-engineering.md#one-knowledge-graph-across-every-source)
>
> Connect APIs, documents, and tables into one graph your agents can reason over, with no keys exposed.

> [card] [Dataset cleaning and feature prep](https://docs.corvic.ai/use-cases/data-engineering.md#dataset-cleaning-and-feature-prep)
>
> Ingest raw datasets, clean and profile them, and produce ML-ready features.

> [card] [Enrichment and labeling](https://docs.corvic.ai/use-cases/data-engineering.md#enrichment-and-labeling)
>
> Add columns to any table with an LLM, code, or the live web: sentiment, categories, firmographics.

## Why it holds up in production

> [card] [Grounded in evidence](https://www.youtube.com/watch?v=eYvZUlTFqVM)
>
> Answers cite the rows, pages, and sources they came from. Watch how Corvic grounds every answer.

> [card] [A second opinion built in](https://www.youtube.com/watch?v=rO7fWutB3ZI)
>
> One model answers and another verifies, inside a playbook.

> [card] [Zero exposed keys](https://www.youtube.com/watch?v=7oIjrwN_DIk)
>
> Connect once in the Connector Vault; agents never see the credential.

> [card] [More context for Claude](https://www.youtube.com/watch?v=iKiAdKNUTjE)
>
> Connect Claude to your enterprise data through Corvic's MCP API.

More videos are on the [Corvic AI YouTube channel](https://www.youtube.com/@CorvicAI).


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