INSIGHTS
The two-week AI readiness assessment.
Before you spend a dollar on AI, you need to know exactly where it will move the needle and where it will burn cash. INSIGHTS is the two-week AI readiness assessment that tells you, with dollar figures attached.
Overview
What INSIGHTS is
INSIGHTS is an AI readiness assessment: a structured two-week diagnostic that maps your workflows, scores your organization across seven readiness dimensions, and prices your top three AI opportunities in dollars before any build begins. In plain English, it is the pre-flight check for AI investment. The way a pilot walks the plane before takeoff, INSIGHTS walks your operations before we ever recommend a model, a platform, or a vendor.
Every finding lands with a dollar figure. Every recommendation has a timeline. The deliverable is a prioritized roadmap your CFO can defend, your board can ratify, and your operations team can execute. You walk away with a diagnosis, not a slide deck.
INSIGHTS exists because most enterprise AI investment skips the assessment step entirely. According to MIT NANDA's State of AI in Business 2025, 95% of enterprise generative AI pilots fail to deliver measurable P&L impact (https://fortune.com/2025/08/18/mit-report-95-percent-generative-ai-pilots-at-companies-failing-cfo/). The failure mode is rarely the model. The failure mode is that nobody ran a readiness check before deployment. INSIGHTS is that check.
Two weeks. Not six months.
2 weeks to knowing.
Most strategy engagements take six months just to diagnose. INSIGHTS delivers the same clarity in two weeks, with dollar figures attached to every opportunity.
How it works
How INSIGHTS works
Over two weeks, we talk to the people who actually do the work, not just the people who signed the budget. Executives, managers, frontline staff. We review your systems and data directly. We map the workflows that are costing you the most money and the ones where AI will produce defensible ROI inside 90 days. At the end, you know exactly where to invest, what each opportunity is worth in dollars, and where AI will quietly drain budget if you deploy it anyway.
The framework covers seven dimensions, each scored independently and rolled into a composite readiness score. The dimensions are tuned for enterprise reality: data infrastructure, operational maturity, governance posture, talent and adoption readiness, integration surface area, regulatory exposure, and executive alignment. Each dimension produces evidence the next stage of work can act on.
Use cases
Who INSIGHTS is for
Pre-engagement AI readiness check
You know AI should be doing something in your operations. You do not yet know what, where, or how much it is worth. INSIGHTS answers those questions in two weeks, before procurement signs a single contract.
Failed pilot recovery
You ran an AI pilot. It did not deliver. INSIGHTS identifies why (data, governance, workflow fit, change management, model selection), surfaces the architectural root cause, and shows you where AI should actually be applied instead. This is the most common entry path: BCG's 2025 widening AI value gap research found only 4 to 5 percent of companies capture full value from AI, while 60 percent see minimal return (https://www.bcg.com/publications/2025/are-you-generating-value-from-ai-the-widening-gap).
Board-level AI strategy mandate
Your board is asking hard questions about AI strategy, AI risk, and AI return. INSIGHTS produces the evidence base: a quantified opportunity map, a prioritized roadmap, and dollar figures you can put in front of audit, risk, and investor relations.
Vendor evaluation and procurement
You are being pitched AI platforms, copilots, and managed services. INSIGHTS tells you which of your workflows are actually ready for AI, so you buy the right tool instead of chasing vendor promises. Gartner predicts at least 30 percent of generative AI projects will be abandoned after proof-of-concept by the end of 2025 (https://www.gartner.com/en/newsroom/press-releases/2024-07-29-gartner-predicts-30-percent-of-generative-ai-projects-will-be-abandoned-after-proof-of-concept-by-end-of-2025). A pre-procurement readiness check is how you stay out of that 30 percent.
Why it matters
Why an AI readiness assessment matters
Most enterprise AI failure is not a model problem, it is a readiness problem. The model works. The deployment does not. Workflow assumptions were wrong. Data was not where the integration thought it was. Governance was an afterthought. The change management plan was a memo. None of that shows up in a sales pitch. All of it shows up in a readiness assessment.
BCG's 2025 research, surveying 1,250 executives across 59 countries, places the value gap precisely: only 4 to 5 percent of enterprises capture full AI value, 22 percent capture substantial value, and 60 percent see minimal return on AI spend (https://www.bcg.com/publications/2025/are-you-generating-value-from-ai-the-widening-gap). The 60 percent did not skip the technology. They skipped the diagnostic. INSIGHTS is built for the cost of that gap: an enterprise that runs a structured readiness assessment before AI deployment moves from the 60 percent into the 22 percent or higher. Compared to typical AI consulting engagements that take six months and deliver a strategy deck, INSIGHTS delivers a defensible roadmap in two weeks with dollar figures on every line item.
Compliance pressure is now also a board-level forcing function. The EU AI Act enforces against high-risk AI systems beginning August 2, 2026, with fines up to 35 million euros or 7 percent of worldwide turnover for prohibited practices, and 15 million euros or 3 percent for high-risk obligations (https://artificialintelligenceact.eu/article/99/). Deploying AI without a readiness assessment in 2026 is deploying without knowing whether you are inside or outside the high-risk classification. INSIGHTS produces the documentation trail that answers that question.
FAQ
Common questions.
How long does INSIGHTS actually take?
Two weeks from kickoff to delivery. Week one is discovery and interviews. Week two is analysis, scoring, and roadmap drafting. At the end you receive a written executive report, a seven-dimension scoring dashboard, and a priority-ranked list of AI opportunities with dollar estimates for each. The 30-day money-back guarantee covers the engagement end-to-end.
Who needs to be involved from our side?
Typically one executive sponsor, two or three operational leaders, and access to three to five frontline staff for interviews. Total time commitment across your team is usually under 15 hours. INSIGHTS is designed to be high-signal and low-burden: we do the analytical work, you provide access to the people and systems we need to see.
How is INSIGHTS different from other AI readiness assessments?
Most AI readiness tools are self-scored questionnaires that produce a maturity letter grade. INSIGHTS is a guided diagnostic with named workflow opportunities, dollar-figure ROI estimates, and a 90-day implementation roadmap. Compared to the interactive maturity assessments published by enterprise vendors and consultancies, INSIGHTS adds three properties they do not: named opportunities specific to your operations, defensible dollar estimates anchored to the SynthesisArc evidence manifest, and a deployable roadmap rather than a maturity score.
What do we actually get at the end?
A seven-dimension readiness scorecard, a ranked list of three to five AI opportunities with estimated ROI and time-to-value, a prioritized 90-day implementation roadmap, a governance and compliance gap analysis aligned to SOC 2, HIPAA, GDPR, and the EU AI Act, and a written executive summary suitable for board review. All deliverables are yours to keep regardless of whether you continue with SynthesisArc.
Does INSIGHTS commit us to further engagement?
No. INSIGHTS is a standalone diagnostic. You can take the roadmap and execute internally, hire a different vendor, or continue with SynthesisArc into a Stage 2 build (PRISM for deterministic AI architecture, Claude Guard for AI governance). The deliverables are yours either way. Most clients do continue, but the choice is theirs after seeing the diagnostic.
How does INSIGHTS connect to PRISM and Claude Guard?
INSIGHTS is the diagnostic that identifies where AI should be applied. PRISM is the deterministic AI architecture for high-stakes operational decisions where the same input must produce the same answer every time. Claude Guard is the AI governance framework that handles compliance, audit trails, and regulatory documentation. INSIGHTS produces the roadmap that determines which Stage 2 build is needed: deterministic execution, governance, both, or neither.
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30 days to an actionable AI roadmap. Money-back guaranteed.
Two weeks to map your operations. Two weeks to act on the roadmap. If we do not deliver an actionable AI readiness roadmap in 30 days, you do not pay. Pricing confirmed during the scoping call.
Common questions
Questions people ask about INSIGHTS.
What is Operational Intelligence?
Operational Intelligence is the practice of embedding AI directly into your business operations to produce measurable, r...
What is the difference between Operational Intelligence and Business Intelligence?
Business Intelligence tells you what happened last quarter. Operational Intelligence tells you what to do in the next th...
What is an AI readiness assessment?
An AI readiness assessment tells you where your company actually stands with AI, not where you think you stand. Most lea...
How do you measure AI readiness?
Score your company across seven dimensions: strategy, data, governance, talent, infrastructure, operations, and culture....