AI Readiness Company

Readiness is not a maturity score for the whole company. It is an assessment of whether a defined workflow has the foundations to proceed. Paloren starts with the business problem, current process and the person who owns the outcome, then examines what the work requires from data, systems, people and approvals. You may be ready for an internal drafting trial while unprepared for automated customer actions. Those are different decisions. The assessment records evidence for each dependency and distinguishes a missing fact from a confirmed weakness.

• Named workflow and accountable owner
• Evidence-based dependency assessment
• Separate decisions for different levels of responsibility

Readiness depends on the information a workflow needs and whether intended users may access it. Paloren reviews representative samples, source ownership, definitions, freshness and known quality problems, then identifies relevant systems, integration points and the people who can confirm technical constraints. Readiness also checks skills, review responsibilities, policy questions and the capacity to support a trial. A proposed assistant may require a content owner, a process reviewer and someone to handle technical incidents. Those roles can be combined in a smaller business, but they still need to exist.

• Representative source and quality review
• User-to-source access requirements
• Skills and reviewer capacity check

You receive a prioritised gap register and a recommendation for what to test, fix or defer. Each material gap has evidence, an owner and a proposed resolution. A candidate pilot includes boundaries, criteria, required access and the assumptions behind estimated effort. Where uncertainty remains high, a short technical investigation may be the next step rather than a build. Paloren reviews findings with business and technical owners so disagreements are visible before procurement.

• Prioritised gap register with owners
• Pilot outline and acceptance criteria
• Proceed, investigate, remediate or defer recommendation

Paloren scopes readiness assessments at 2 to 3 weeks from USD 8k. The work includes evidence collection, interviews and a review session. If the workflow is narrow, a focused review may be more appropriate than a broad assessment. If the need is learning an approved tool, training from USD 3,500 per cohort can be the better starting point. The proposal names what is included so the effort stays proportionate to the decision.

• Scoped evidence collection
• Interviews and review session
• Recommendation with next steps

Paloren is co-founded by Aaron Agius and Alex Agius. Aaron founded Louder, a growth agency, and has spent 15 years building marketing, data and growth systems. The people behind Paloren have spent two decades inside businesses such as IBM, Ford, LG, Unilever, Jaguar and Chelsea FC. That experience matters because readiness needs operational judgement as well as technical assessment. Paloren also implements what it recommends, so the findings connect to real delivery rather than stopping at a score.

• Operational and commercial judgement
• Connected workflow experience
• Recommendations tied to delivery

Evidence comes from three sources: representative data samples, access checks and interviews with the people who do the work. Paloren reviews the samples for quality, definitions and freshness. Access checks confirm whether intended users can reach the information they need. Interviews reveal the process as it is actually practised, not just as it is documented. This combination catches the problems that a self-assessment questionnaire misses, such as workarounds, missing permissions or a reviewer who does not have time to check the output.

• Representative data samples
• Access and permission checks
• Process interviews with users

A gap register lists each material weakness, its evidence, its impact on the proposed workflow and the owner who would need to resolve it. Paloren separates confirmed gaps from unknowns, so the decision is based on evidence rather than assumption. Each gap has a proposed resolution: fix it, investigate it, or accept it as a constraint on the pilot. This makes the register actionable rather than a list of concerns that nobody acts on.

• Evidence for each gap
• Impact on the proposed workflow
• Owner and proposed resolution

A project should be deferred when the foundations are not ready and the gap cannot be resolved in time. Common reasons include missing source access, unclear ownership of the data, or no reviewer available to accept the output. Paloren recommends deferral when the evidence supports it, even though it means no delivery revenue. This is more useful than starting a project that will fail for predictable reasons. A deferred project can be revisited when the gap is resolved, and the assessment makes that clear.

• Missing source access
• Unclear data ownership
• No available reviewer

Use this checklist before choosing a readiness company. First, the proposal states the workflow being assessed. Second, it names the evidence to be collected. Third, it includes interviews with the people who do the work. Fourth, it delivers a prioritised gap register with owners. Fifth, it includes a recommendation with a clear next step. If any of these are missing, ask for written clarification before signing.

• Workflow and evidence defined
• Interviews included
• Gap register and recommendation

Readiness examines whether a defined opportunity has the foundations to proceed. Strategy compares opportunities across the organisation and sets broader direction. The two can connect, but an assessment should not become an open-ended strategy project unless the scope explicitly includes that wider decision. A readiness assessment answers one question: can this workflow be tested responsibly? A strategy engagement answers a different question: which workflows should the business invest in, and in what order?

• Readiness: one workflow, can it proceed?
• Strategy: multiple workflows, which first?
• Scope defined before the engagement begins

A candidate pilot includes boundaries, acceptance criteria, required access and the assumptions behind the estimated effort. The boundaries define what the pilot covers and what it does not. The criteria define what success looks like. The access confirms what the team needs to run the test. The assumptions state what has been taken for granted, so the business can verify them before committing. Where uncertainty remains high, a short technical investigation may be the next step rather than a build.

• Boundaries: what is in and out of scope
• Acceptance criteria agreed before build
• Required access and estimated assumptions

People readiness covers four areas: whether the team has the skills to use the system, whether a reviewer exists who can accept the output, whether there is capacity to support a trial, and whether the policy questions have been addressed. A proposed assistant may require a content owner, a process reviewer and someone to handle technical incidents. Those roles can be combined in a smaller business, but they still need to exist. The assessment identifies these requirements rather than assuming they will resolve themselves.

• Skills needed for the workflow
• Reviewer who accepts the output
• Capacity to support a trial

Use this checklist before choosing a readiness company. First, the proposal states the workflow being assessed. Second, it names the evidence to be collected. Third, it includes interviews with the people who do the work. Fourth, it delivers a prioritised gap register with owners. Fifth, it includes a recommendation with a clear next step. If any of these are missing, ask for written clarification before signing.

• Workflow and evidence defined
• Interviews with users included
• Gap register and recommendation delivered