Dataknobs CPO × Dataknobs Partnership

How CPOs Transform Enterprise AI with Dataknobs

Build governed, reusable, AI‑native data products using Knobs, Kreate, and Kontrols. Accelerate GenAI, operational automation, and compliance‑first innovation.

Why Dataknobs is a Strategic Multiplier for CPOs

Dataknobs turns GenAI and agentic automation into governed, reusable data products. CPOs gain speed, governance, and operational leverage—without reinventing the stack for every initiative.

Data Product Approach

Every workflow becomes a versioned, governed data product with clear inputs, outputs, lineage, and SLAs.

Knobs = Control

Risk tolerance, routing rules, confidence thresholds, and policies become adjustable knobs—no code changes needed.

Agentic AI with Governance

Deploy document agents, decision agents, and automation flows with built-in auditability and compliance guardrails.

CPO’s Data Product Strategy with Dataknobs

Shift from delivering features to owning a portfolio of governed, reusable data products powering core business journeys.

Canonical Data Products

  • KYC / AML Data Product — identity checks, risk scores, sanctions results.
  • Onboarding Data Product — OCR, validation, document reasoning, agentic approval flows.
  • Fraud Intelligence — anomaly detection + auto-triage via agents.
  • Underwriting Engine — financial ingestion, rules, credit models, exception routing.
  • Servicing Assistant — GenAI assistant with operational workflows.

How Dataknobs Enables It

  • Standardized schemas, inputs, outputs, and SLAs.
  • Reusable blocks: document processors, reasoning agents, scoring engines.
  • Governance: lineage, versioning, approvals, audit logs.
  • Cross-team collaboration via adjustable knobs.
  • KPIs built into every data product (automation %, error rate, time-to-decision).

Agentic AI as a Data Product

Dataknobs structures GenAI and multi-agent flows as governed components with knobs that control risk, behavior, and grounding.

Document Agents

OCR, classify, and extract structured data from IDs, W‑2s, bank statements, financial docs.

Reasoning Agents

Multi-step reasoning for fraud alerts, underwriting exceptions, KYC anomalies.

Action Agents

Trigger workflows: collect docs, escalate, approve, update case systems.

Operational Automation with Knobs

CPOs unlock 30–70% automation by letting Ops adjust workflow behavior—without code—through knobs.

High-Impact Journeys

  • KYC / AML: document checks, risk scoring, enhanced due diligence.
  • Onboarding: verification, validation, routing decisions.
  • Underwriting: financial ingestion, income verification, policy evaluation.
  • Disputes: auto-classification, draft responses, escalation.
  • Customer Support: AI copilots for agents.

Operations Knobs

  • Confidence thresholds for AI decisions.
  • Routing rules for risk levels and customer segments.
  • Approval rules for high-value or high-risk cases.
  • Policy knobs controlling model behavior & data access.
  • Guardrails for PII, regions, compliance constraints.

Governance by Design

Every AI action, decision, model version, knob adjustment, and workflow step is logged, explainable, and auditable.

Lineage & Versioning

Track every model, prompt, data product, and workflow version with rollback support.

Policy & Guardrails

Jurisdiction rules, PII masking, allowed model sets, grounding limits.

Audit & Explainability

Every decision is explainable with human-readable reasoning metadata.