AI & Data Readiness Assessment
Know where AI fits.Before you build it.
PressW audits your data, systems, workflows, and teams, then delivers a readiness score and a prioritized roadmap tied to business outcomes, so your first AI investment lands where it matters most.
Start With an Honest Read on Your Data.
Our approach
PressW assessments are run by the engineers who build what we recommend. Every finding is grounded in what your data and systems can actually support today, not what a vendor promises.
We sit with your teams, map how work really gets done, and inventory every data source, permission, and integration that an AI system would need to touch.
The output is not a deck that sits on a shelf. You get a scored readiness baseline, a ranked list of opportunities, and a roadmap your team can start executing next week.
READINESS SCORECARD
Assessment completeData quality
ModerateSystems & integrations
ReadySecurity & compliance
ReadyTeam skills
DevelopingGovernance
Gaps foundDATA SOURCE INVENTORY
7 of 8 mapped
Owner, access, and sensitivity tagged per source
ASSESSMENT SUMMARY · WEEK 4
24 use cases scored, 5 prioritized
12
Workflows mapped
18
Stakeholders interviewed
3
Pilots ready
Top opportunity is pilot-ready with existing data
Two data gaps flagged with a remediation plan
Assess Every Layer AI Will Depend On.
Assessment services
Each assessment covers the data, systems, people, and controls an AI program relies on, so the roadmap reflects reality instead of assumptions.
Data Readiness Audit
We profile your key data sources for quality, completeness, freshness, and access, then flag the gaps that would stall AI before production, each with a recommended fix.
Workflow & Stakeholder Mapping
Structured interviews with the people who do the work. We document how processes really run, where time is lost, and where judgment matters, so AI targets the right steps.
Infrastructure & Integration Review
We review your cloud environment, core systems, and APIs to confirm what AI can connect to today, what still needs to be built, and which integrations carry the most risk.
Security & Compliance Posture
We assess access controls, data sensitivity, retention, and regulatory requirements against your AI plans, so governance is designed in from the start, not bolted on later.
Opportunity Scoring & ROI Modeling
Every use case is scored on value, feasibility, and risk. We model expected time and cost savings so leadership can fund the initiatives with the clearest return first.
Prioritized AI Roadmap
A sequenced plan tying each AI initiative to a business outcome, with owners, timelines, architecture, and investment needs. Built by engineers who can execute every step.
Go From Open Questions to a Funded Plan.
Our process & impact
A focused assessment that moves fast, keeps your team involved, and ends with decisions instead of more discovery.
01
Discover how work really happens
We interview stakeholders, observe key workflows, and inventory your data sources and systems. Your team stays involved throughout, so nothing in the final report comes as a surprise.
02
Score readiness and opportunity
Each data source, system, and use case is scored against a consistent framework. You see where you are ready, where you are not, and what it takes to close the gap.
03
Deliver a roadmap you can run
We present a prioritized roadmap and a pilot-ready first initiative. Because PressW also builds, the plan is scoped for execution, not left for someone else to interpret.
Dive Deeper
Learn more about assessing AI readiness, data quality, and opportunity scoring from the PressW team.
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Find Your Best AI BetsBefore You Spend.
Get an honest readiness baseline, a ranked list of opportunities, and a roadmap your team can start executing in weeks.
Data · Systems · Workflows · Governance