Scrollytelling Demo

STEP 1 OF 6

Krista Monitors Content Streams and Inboxes

Krista continuously monitors shared email inboxes, content repositories, and shared drives. When a new document arrives, she reads the subject line, body text, and attachments to ensure no business context is lost. Unlike task automation tools that fire and forget, Krista maintains durable state across long-running processes. She remembers where each document is in the workflow, what data has been collected, and who needs to act next, even if a process takes days to complete.

STEP 2 OF 6

Krista Classifies Documents via Native ML

GenAI generates text. Krista generates outcomes. Rather than relying on generic LLM prompts that guess at document types, Krista builds native machine learning classifiers trained directly on your business data. These purpose-built models learn to recognize invoices, quotes, and credit memos with your terminology and formatting. Unlike competitors who stuff spaghetti code into prompts, Krista’s proprietary models mature from 50% to over 90% accuracy within weeks and get smarter with every interaction through continuous learning.

STEP 3 OF 6

Krista Extracts and Validates Actionable Data

Krista converts attachments into readable text and extracts key data points like supplier names, line items, and total amounts. She validates every extraction through confidence scoring, quantifying her certainty on each data point rather than forcing you to trust the output 100% or check it 100%. When accuracy is paramount, Krista limits responses strictly to your documents and business rules. If a data point cannot be verified, she flags it rather than filling gaps with hallucinated information.

STEP 4 OF 6

Krista Orchestrates Governed Human Verification

When Krista identifies an anomaly or low-confidence data point, she intelligently escalates the task using her native user database and role-based access controls. Unlike headless automation tools with no concept of your org chart, Krista dynamically routes exceptions to the correct expert by role, not a hardcoded email address. She provides full context, quantifies her uncertainty, and pauses the workflow without losing state, ensuring human judgment remains in control while the system continues to learn from every decision.

STEP 5 OF 6

Krista Performs Three-Way Matching and Audits

Krista retrieves related purchase orders from your accounting systems using her unified platform architecture, where every agent shares connections, memory, and context. She performs a three-way match between the invoice, PO, and goods receipt, enforcing your specific business rules to flag discrepancies. Krista's native anomaly detection learns what "normal" looks like for your business. When a vendor price spikes or a discount exceeds the norm, she flags it immediately. This is business logic that generic GenAI simply cannot perform.

STEP 6 OF 6

Krista Executes Actions and Updates Systems

Once validated, Krista automatically maps vendor IDs and cost centers to enter data into your ERP or accounting system. She logs every action as a permanent audit trail with full confidence scores, ensuring your systems of record stay accurate and compliant. Krista enforces a strict Draft, Test, Live lifecycle, so workflows are validated in a safe environment before touching live operations. Every resolved case feeds back into the platform's constructed memory, making the entire enterprise smarter.

Get Started with Krista

That’s the full Krista document processing workflow in action. From durable state management to native ML classification, confidence-scored extraction, governed human-in-the-loop verification, and autonomous system updates, Krista replaces agent sprawl with a unified cognitive system that is Complete in its execution, Cognitive in its intelligence, and Careful in its operation.