Cassian AI

Know exactly where AI will pay for itself in your business in two weeks with a ranked roadmap and dollar-figure ROI on every recommendation.

For owner-operated professional service firms who are tired of AI hype and want a plan.

91% of AI-adopting SMBs report revenue gains SBE Council, 2026

The businesses who choose to invest in their AI strategy first will compound value and win. Whether you want more time, more revenue, or a higher business valuation, an AI & Automation Readiness Audit is your first step.

2.3×

higher ROI from a readiness audit & roadmap approach versus ad-hoc AI experimentation

Accenture, via Presenc AI, 2026

40–60%

more time founders and executives in non-AI-ready SMBs spend on operational firefighting than strategic growth

SBE Council, 2026

12% vs 58%

of SMBs have a dedicated AI strategy — versus enterprises

MedhaCloud, 2026

66%

of SMBs report productivity & efficiency gains from AI adoption

Deloitte, 2026

What you leave with.

Six focused assessments that turn ambiguity into a clear, sequenced plan.

Change Readiness

A clear picture of which teams will adopt AI easily and which need investment first

Data Inventory & Value

A map of the data assets you already own that are worth the most money

Data Readiness

An honest answer on whether your systems can support AI today, or what has to change first

AI Governance Readiness

A risk register showing exactly where AI could expose you to liability — before you deploy anything

Operational Inefficiency

A dollar-figure quantification of what your team's manual work is costing you every year

Recommendations: Prioritized & Phased

A sequenced 12-month roadmap: quick wins first, larger builds later, all ranked by ROI

Your AI transformation partner.

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Cassian AI was founded by Jahleel Jackson, an AI engineer who has shipped systems for a Fortune 500 consulting firm, a federally-funded research institute, and an NSF-backed product incubator.

The pattern across every engagement was the same: leadership knew AI could help, but no one had translated the hype into a concrete, sequenced plan tied to their actual workflows. That gap — between "we should use AI" and "here's exactly where, in what order, and for what return" — is what Cassian exists to close.

We work with owner-operated professional service businesses that want technology to compound their advantage without compromising the craft that built them.

2 Week AI & Automation Readiness Audit

A two-week deep-dive into your operations, data, and systems in order to identify exactly where automation and modern technology will create the highest return for your business.

$4,000 fixed identifies at least 3x its cost in opportunity, or your money back guaranteed.

Most businesses automate the wrong thing first. They burn $15–$50K on a pilot that doesn't pay back, then conclude AI doesn't work for them. The audit costs $4K and takes two weeks. It tells you exactly which process to automate, in what order, so your first project actually returns money. Let's find your number.

After the audit, optional Build and Retainer phases are available if you want us to implement the systems and keep improving them with you. Scope and pricing for those stages are tailored to what the audit uncovers.

See if your business is a fit for an audit

What does inaction cost?

Apply a realistic reduction range from published automation benchmarks to see projected savings as pessimistic, expected, and optimistic scenarios.

8 hrs × $75/hr × 52 weeks = $31,200 / year current cost

Reduction ranges reflect commonly cited admin/automation time-savings bands (~15–50%) from industry analyses of knowledge-work automation — not a guarantee for your firm. The audit sizes your number.

Pessimistic

20% reduction

$6,240

projected annual savings

Expected

40% reduction

$12,480

projected annual savings

Optimistic

60% reduction

$18,720

projected annual savings

Annual cost vs. projected savings

At the expected case, audit payback vs. a $4,000 fee is about 3.8 months of savings — before counting any build-phase upside.

Send a note

Tell us about your business and what you’re trying to fix. Or book a 15-minute introductory call.

Book a 15-minute introductory call

Pick a time that works. We’ll talk through your workflows and whether an audit is the right next step.