Three self-verifying handlers, a library of attachable modalities, and a configuration layer your business staff control in plain language. Each result comes with reasoning, justification, and a clear status — measured in production and committed contractually.
Each handler family represents a fundamentally different mode of operation. They execute, verify their own work, classify their own confidence, and involve humans only when genuinely necessary.
Fully configurable AI analysis and structured results over any content — with data integration and 3-step source & result verification. Not OCR or field extraction: it understands each document, rebuilds its logical structure, and recalculates every value from unit price through discounts and taxes to the grand total, then performs rigorous 3-way matching. Handles clean PDFs to scanned handwriting to 10+ GB libraries.
Controlled but human conversations via fully configurable scenarios and data collection/delivery rules. Production conversational AI purpose-built for EU languages with low-latency turn-taking — identification, eligibility checks, troubleshooting, bookings and complaint intake, with persistent memory across sessions and secure data delivery from external systems.
Oversees the whole process and validates correct, truthful understanding & results. Self-monitoring that escalates reliably on genuinely problematic content, cross-references across a corpus, detects what's missing, and reports with explicit source tracing — humans step in for only ~1% of cases.
Modalities define how the system interacts with content and people. Each handler supports a different set depending on the scenario; combined, they define the full scope of what a dynamic product can do. Cyan = ingress, gold = egress.
This is what makes Kognify fundamentally different from traditional automation. The configuration layer is AI-mediated — business staff define rules, logic and exceptions in natural language, and changes take effect immediately. No developer queue. No deployment cycle.
Accounting staff define matching logic, operations managers set escalation thresholds, support leads configure call flows — all in natural language.
An unusual supplier format or a new regulation is addressed directly by business users — no developer ticket, no deployment cycle.
Each extraction rule, validation step and matching criterion is tuned independently by the people who know the process best.
Market shifts and new requirements configured and live in minutes — the system adapts at the speed of the business, not IT.
Plenty of systems extract fields and call it automation. Kognify automates the verification, the reconciliation and the judgment calls — and provides the reasoning behind every decision.
Scope a dynamic product in a discovery session — assembled from these same handlers and modalities, and live in under a month.