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KreateBots by DataKnobs

Build governed AI assistants and agents on DataKnobs Data Products.

KreateBots turns governed Data Products into conversational and agentic applications. Use EKIP, Knobs, Kontrols, evaluation, and enterprise workflows to build assistants that answer, recommend, explain, and act.

Explore KreateBots See the DataKnobs platform
DataKnobs product architecture

KreateBots connects the full DataKnobs product stack.

It is not only a chatbot builder. It is the conversational and agentic layer through which governed Data Products are consumed, explained, acted upon, evaluated, and continuously improved.

KREATECreate assistants, agents, websites, datasets, and digital experiences.
Data ProductsPackage signals, intelligence, scores, evidence, and business logic.
KreateBotsDeliver conversational answers, recommendations, and approved actions.
EKIP + KontrolsEvaluate quality, risk, safety, compliance, lineage, and policy.
KnobsTune high-impact variables for quality, cost, behavior, risk, and outcomes.
KreateBots capabilities

From governed Data Products to production AI assistants and agents.

KREATE

Governed answers

Use DataKnobs Data Products, documents, APIs, lineage, and approved knowledge to deliver traceable answers.

KREATE

Knob-driven recommendations

Recompute recommendations using user, business, compliance, risk, and experience Knobs.

KREATE

Agent actions and workflows

Schedule, route, create cases, capture leads, call approved tools, and connect to enterprise systems.

KREATE

Explainable intelligence

Explain why a score changed, which Knobs mattered, which evidence was used, and why an action was recommended.

KREATE

Model and infrastructure flexibility

Use OpenAI, Azure OpenAI, Gemini, Claude, Bedrock, NIM, or customer-approved models and infrastructure.

KREATE

EKIP evaluation and Kontrols

Continuously evaluate accuracy, safety, policy compliance, latency, cost, drift, and measurable business impact.

DataKnobs operating model

KreateBots is the conversational and agentic consumption layer of DataKnobs.

KREATE builds the experience, Data Products provide governed intelligence, EKIP evaluates it, Knobs optimize it, and Kontrols enforce policy.

Governed Data01
Data Products02
KreateBots03
Kontrols04
EKIP + Knobs05
KreateBots Knobs

Tune how assistants and agents behave.

Knobs convert system design choices into governed, testable, and measurable controls.

Retrieval knobControls source selection, top-k, freshness, authority, and evidence requirements.
Trusted context
Model-routing knobSelects the best approved model by task, cost, latency, risk, or language.
Dynamic route
Recommendation knobReweights product, user, compliance, risk, and business features.
Personalized
Autonomy knobControls how many steps or actions can execute before human approval.
Governed
Safety knobSets thresholds for PII, policy, prohibited content, risky actions, and escalation.
Kontrols on
Quality knobBalances accuracy, completeness, grounding, tone, and response structure.
Evaluated
Cost knobControls tokens, caching, sampling, tool calls, latency, and infrastructure use.
Optimized
Outcome knobOptimizes for resolution, conversion, compliance, satisfaction, or operational efficiency.
Measured
Business outcomes

Turn governed intelligence into measurable customer and operational outcomes.

Deploy KreateBots independently or combine it with KreateWebsites, EKIP, Data Products, Knobs, Kontrols, and experimentation.

✓
Make every DataKnobs Data Product conversational and agent-ready
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Improve discovery, customer guidance, and next-best action
✓
Keep websites, assistants, agents, and APIs aligned to the same governed intelligence
✓
Create explainable recommendations driven by DataKnobs scores and Knobs
✓
Measure conversion, resolution, compliance, quality, cost, and business impact

Make KreateBots the agentic experience layer of your DataKnobs platform.

Start with one governed Data Product, expose it through an assistant or agent, and optimize the result using EKIP, Knobs, Kontrols, and feedback.

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