Krista AI

Turn Inbound Email Chaos into
Governed Process and Action

Krista uses proprietary machine learning models trained on your data to interpret intent and automatically route inbound emails to the right department.

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Your Shared Inbox is a Bottleneck

Shared inboxes overflow with a mix of urgent customer issues, routine status checks, and low-priority noise. Manual triage creates massive overhead for your operations. Teams spend hours reading, tagging, and forwarding emails just to get work to the right department.

Delayed routing and missed priorities erode customer trust and stall internal response times. Relying on human judgment to sort thousands of emails leads to inconsistent categorization and critical messages falling through the cracks. Traditional email management is broken because it lacks a cognitive nervous system to turn unstructured text into organized action.

Krista transforms these inboxes into automated and organized workflows. Unlike basic routing rules or point tools that create disconnected data silos, Krista builds custom machine learning models using your proprietary data to interpret intent and route emails autonomously. By eliminating manual sorting, you accelerate resolution times, increase margins, and ensure your customers receive the right answer every time.

Strategic Outcomes

Krista orchestrates outcomes across your entire enterprise to drive measurable ROI.

Eliminate Tool Sprawl to Scale Operations

Stop managing disconnected point tools and unify all email triage workflows into one platform. Krista centralizes classification intelligence within a single, orchestrated environment to prevent operational chaos.

Resolve Routing Inaccuracies with Native Intelligence

Krista identifies intent and extracts key data immediately using machine learning models trained on your specific data. Your records stay accurate and your triage stays consistent 24 hours a day.

Ensure Governed Brand Consistency

Every classification follow-up aligns with your brand standards and compliance policies. Krista reduces human error and utilizes confidence scores to ensure she only executes high-certainty routing actions.

Maximize Human Capital Through Orchestration

Krista resolves the high volume of sorting and tagging tasks so your team can focus on high-value issues. She intelligently escalates exceptions and edge cases to the correct person based on your organizational hierarchy.

How the Krista Email Triage Agent Works

How the Krista Email Triage Process Works

Krista executes end-to-end business processes as a unified, cognitive system.

STEP 1 OF 6

Monitor Inboxes

Krista connects directly to shared inboxes like support@ or info@ and monitors incoming mail streams 24/7. She catches every message the moment it lands and starts triaging, even outside your team's working hours.

STEP 2 OF 6

Detect Intent via Native ML

Krista reads every email and identifies topic, urgency, and sentiment using machine learning models built on your specific data, not generic prompts. That's how she classifies with higher accuracy than off-the-shelf models.

STEP 3 OF 6

Classify & Tag

Krista uses proprietary ML to tag every email by account, opportunity, persona, and request type. Unstructured inbox traffic becomes structured data your downstream systems can act on.

STEP 4 OF 6

Route to Your System of Record

Krista applies your routing rules and creates the right work item in your system of record. For triage, that's a Salesforce case opened on the right account with the right owner, priority, and SLA. Never a hardcoded email address.

STEP 5 OF 6

Governed Confidence

Before any high-impact action, Krista checks her own confidence. High-certainty classifications route autonomously. Low-confidence ones pause for a human moderator who sees exactly why she escalated, with full context attached.

STEP 6 OF 6

Log, Close, and Learn

Krista closes the triage loop in your system of record and logs every classification for reinforcement learning. Each handled email strengthens the model. Accuracy improves over time.

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Get Started with Krista

That's the full Krista triage workflow in action. From shared inbox monitoring to confidence-governed routing and continuous learning. Krista turns inbound chaos into governed process and action.

Krista Email Triage Agent
New email arrived in support@yourcompany.com
From: line-supervisor@acmemfg.com
Subject: URGENT: Production line down, need help ASAP
Monitor Inbox
Monitoring shared inbox 24/7... New message detected. Establishing durable connection state.
Step 1 complete. Moving to intent detection.
Krista Email Triage Agent
Detect Intent
Reading email content → subject, body, sender domain... Parsing natural language input. Extracting key entities: account domain → acmemfg.com. Intent keywords: ("production", "line", "down", "ASAP", "URGENT").
Calling native ML intent classifier (trained on your historical support data)... Analyzing topic, urgency, and sentiment. Model confidence: 96%.
Intent detected: Topic → Production outage / line down
Urgency → Critical
Sentiment → Frustrated / urgent
Primary intent label → "outage_support / production_critical"
Building shared memory context... Sender domain matches an existing customer in Salesforce. Preparing for autonomous classification and tagging.
Step 2 complete. High-confidence classification ready. Initiating account tagging.
Krista Email Triage Agent
Classify & Tag
Matching sender domain to CRM... Account: Acme Manufacturing.
Tier: Premier Support · ARR: $850K · Renewal: 67 days.
Persona: Operations / Plant Manager.
Tagging classification... Request type: P1 production outage
SLA tier: Critical · Tags applied: "p1-outage", "premier-support", "outage-active"
Step 3 complete. Email fully classified and tagged. Moving to governed routing.
Krista Email Triage Agent
Route to SF
Resolving routing rules for "p1-outage / Premier Support"... Match found: Premier Support · Outage queue → owner via on-call rotation API.
Creating Salesforce case... Linked to account: Acme Manufacturing
Priority: P1 · SLA: 1-hour first response
Owner: assigned dynamically via on-call rotation
Step 4 complete. Case-00012847 opened in Salesforce. Owner notified inside the platform. No reply drafted. Triage routes work, it does not respond.
Krista Email Triage Agent
Governed Confidence
Evaluating routing confidence before any action... Overall classification confidence: 96%. Above 85% threshold → autonomous routing approved.
Below-threshold cases route differently: Ambiguous intent, new account types, or low ML signal → routed to a human moderator with extracted context, sender history, and quantified uncertainty. Krista paused. Human judgment in control.
Step 5 complete. Confidence governance enforced. Routing finalized.
Krista Email Triage Agent
Log & Learn
Closing the triage loop... Updating Salesforce Case-00012847. Linked original email thread, attached extracted entities, started SLA timer.
Step 6 complete. Case logged. Learning cycle active. Classification + outcome added to the next training batch for the support-triage model.
Krista Email Triage Agent
Summary
That's the full Krista triage workflow in action.

From inbox monitoring through ML classification, governed routing, and continuous learning. Krista turns shared-inbox chaos into structured, accountable work in your system of record.
The result?
Faster routing, consistent classification, zero hardcoded email addresses, with governed human-in-the-loop on every low-confidence case.

That's the full workflow. Simple, fast, and thorough.

See Krista in Action

Schedule a demo today to see how the Krista can transform your operations.

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Real Results with Krista

How does Krista differ from standard email routing rules?
Standard rules rely on rigid keywords and “if-then” logic that often break. Krista is a cognitive agentic platform that understands context and interprets intent through models trained on your business data. She handles synonyms, sentiment, and complex requests that basic filters miss.
Krista operates without human supervision once she has learned your business rules. Krista uses confidence scores as she learns to identify uncertainty and intelligently routes low-confidence emails to human moderators for review before taking any high-impact action.
Yes. Krista uses specialized capabilities to extract information from attachments and unstructured text. She connects these insights with your existing enterprise data to ensure every email is classified with full business context.
Krista utilizes a secure human-in-the-loop escalation process. She routes the email to the correct expert with a summarized context ensuring your team maintains final control over complex or sensitive cases.

2633 McKinney Ave.
Suite 130-364
Dallas, TX 75204

+1 (877) 2KRISTA krista@kristasoft.com
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