AI Readiness

Know where to begin.

Evidence about value, risk and what must be in place before implementation.

What this covers

AI Readiness

01

Organizational maturity

Leadership alignment, ownership and capacity for change.

02

Technology environment

Systems, integrations, identity and constraints.

03

Data readiness

Availability, quality, permissions and classification.

04

Workflows

Where effort accumulates and service can improve.

05

Current & shadow AI

Approved and informal usage and immediate gaps.

06

Governance

Acceptable use, accountability, inventory and review.

07

Workforce

Skills, confidence, training and adoption.

08

Cybersecurity

Access, integrations, threats and monitoring.

09

Records & privacy

Retention, disclosure and sensitive information.

10

Use cases

Ranked by value, feasibility, risk and complexity.

11

Expected value

Time, quality, capacity and service measures.

12

Public impact

Oversight, accessibility and transparency.

The CivicOrigin approach

Discover. Govern. Transform. Optimize.

01

DISCOVER — Find the opportunity.

Assess maturity, workflows, data, technology, workforce readiness, risk and high-value opportunities.

02

GOVERN — Make it responsible.

Establish ownership, acceptable use, risk tiers, privacy, security, records, accessibility and oversight.

03

TRANSFORM — Put AI to work.

Implement appropriate automation, assistants, document intelligence, integrations and service support.

04

OPTIMIZE — Prove the value.

Measure performance, adoption, quality, service impact, risk and the next opportunity.

Assessment deliverables

Decision-ready, not shelf-bound.

01

Current-State Assessment

Operational and governance evidence.

02

Opportunity Map

Use cases ranked by value and risk.

03

Gap Analysis

Controls needed before pilots.

04

Recommended Pilots

Focused controlled opportunities.

05

Roadmap

A practical route to scale.

06

Executive Findings

Clear decisions and next steps.

Next step

Start with the problem.

Talk to CivicOrigin