Dynamic Products

Proven operators, ready to deploy.

Each operator is a complete dynamic product — assembled from the same proven handlers and modalities, tailored to a specific business outcome, and live or pilot-ready today. Open any one-pager for the full breakdown.

98%
Decrease in workload.
2% escalated to humans
99.76%
Top 3-Month processing success rate
For accounting operators. +98% minimum maintained accross all.
<1mo
To production for your specific case
Implemented, integrated, tested and verified *depends on client velocity
10+
Industries served
one modular system
The Catalogue

Assembled from proven components — not built from scratch.

Nine operators spanning finance, insurance, customer operations, sales, HR, healthcare, legal and compliance. Each one started as a specific business need and was assembled from the same handlers and modalities.

🧾
Finance

Autonomous Accounting

Invoices arrive ready to pay. Reads, recalculates and 3-way-matches every invoice, then approves or escalates — people review only genuine exceptions.

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🧮
Finance

Expense Handling

Intelligent expense approvals plus automated handling of receipts, invoices and cash-register slips — structured, validated and posted ledger-ready.

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🛡️
Insurance

Claims Handling

Runs insurance claims end to end — FNOL intake, correspondence, payout recalculation and coverage matching, then settle within authority or hand over.

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💬
Customer Operations

Customer Complaint Handling

Handles complaints end to end — reads the issue, corresponds with the customer, gathers the data, and resolves or hands staff an orderly, complete file.

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📞
Sales

Presales Operator

A multimodal operator — email, web, chat and live phone — that answers, qualifies and quotes every inquiry, then hands a sales-ready offer to a closer.

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📣
HR · Outbound

Campaign Manager

Outbound call orchestration — upload a contact list, define what to learn, and run the conversations at scale across languages, no manual dialing.

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🧪
HR · Healthcare

Medical Note Handling

Autonomous processing of sick-leave notes, outpatient records and medical board decisions — read, validated, matched to the employee and fed into payroll/HRIS.

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📄
Legal · Documents

Content Understanding

Reads contracts and documents, extracts the terms that matter by schema, and validates them against your nomenclatures — every value traced to its source.

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📜
Compliance

Regulatory Change Intelligence

Reads new and amended legislation and maps each change to the reporting fields and logic it affects — traced back to the source article and paragraph.

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🏗️
Construction

Construction Cost Control

Reads every subcontractor claim, variation and supplier invoice, measures it against the contract and BoQ, and certifies or escalates — protecting margin and cash on every project.

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Don't see your exact process?

Every operator started as one specific business need.

All of the above were assembled from the same handlers and modalities. New dynamic products are scoped in a discovery session and live in under a month.

Try an operator on your own content this month.

Instant, no-registration demos for flagship operators. A tailored POC scoped to your process, then a first production version in under two weeks.

info@kognify.ai  ·  +359 878 78 220  ·  app.kognify.ai