Free AI Opportunity Assessment

Tecla's free AI opportunity assessment shows where AI earns its place in your business. A senior AI team reviews your workflows and data, identifies the first system worth building, and tells you honestly whether it makes sense to build now. Free, and yours to keep.

Over 10 years building with senior AI and engineering talent for US companies.
$0
No commitment attached
Roadmap included
Opportunities analyzed and prioritized
1 to 2 weeks
From first call to delivered roadmap

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What the assessment covers

This is an AI opportunity assessment run by engineers, grounded in a review of your workflows and data, structured around three questions every AI decision depends on.

How does the work run today?

We connect your business goals to the workflows behind them: the systems, the handoffs, the data, and the bottlenecks that absorb the most hours.

Where does AI earn its place?

Every opportunity is analyzed for business impact and feasibility, so the ones worth funding surface first.

What should you build first?

A prioritized roadmap: the likely first system, why it comes first, and what can wait.

From assessment to working software

The assessment is the first step of a defined path. If the roadmap points to a build worth funding, the next step is a sprint, led by the same AI Systems Lead who ran your assessment.

1

Free assessment

Opportunities identified and a first system recommended. The roadmap lands in your hands.

2

AI Systems Sprint

Two weeks or one month, one AI Systems Lead. The workflow gets fully mapped in Tecla Atlas and a usable first version of the system ships inside the sprint.

3

Expand or hand off

Expansion sprints, managed operation, or handoff to your team. The first build shows which path makes sense.

The tool behind the engagement

Tecla Atlas

Our internal workflow and systems mapping tool carries the engagement from the first sprint onward. The workflow becomes a map both sides can point at, and the map becomes the build plan.

What Atlas maps
Users
Tools
Data sources
Handoffs
Decision points
Bottlenecks

The two people on your assessment

A free assessment is only as good as who runs it. Yours comes with the same two roles that lead our paid engagements.

AI Systems Lead

The engineer who runs the discovery call, evaluates your workflows and data, and writes the roadmap. The same person who would build the first system if you move forward.

AI Solutions Lead

Your business-side contact. Owns the fit conversation, the scope questions, and the honest read on whether a build makes sense for the stage you are in.

Why we do this for free

AI decisions that fail tend to fail early, at the selection. Wrong workflow, unready data, a use case chosen for the demo. This opportunity assessment is our answer to that: an honest first look before either side commits, run by the engineer who would build what we recommend.

The method matches our paid engagements, whether the scope is a gen AI opportunity assessment or a broader evaluation of the operation: workflow review, data evaluation, and impact analysis.

Book your assessment

Frequently asked questions

What is an AI opportunity assessment?

A structured evaluation of where artificial intelligence can create value in a business and what it would take to capture it. Tecla's assessment starts with your AI readiness, reviews your workflows and the data behind them, and delivers a prioritized roadmap for your AI initiatives.

Is this the same as an AI business audit?

Close enough that some teams use the terms interchangeably. In practice, Tecla's assessment works like an AI business process audit: we walk through your actual workflows, systems, and data end to end. Where it goes further than a typical AI business audit is the outcome — you don't just get a findings report, you get a prioritized roadmap and an honest build recommendation.

Is Tecla's assessment really free?

Yes. The AI assessment is free, with no commitment, and the roadmap is yours regardless of what you decide afterward. It is how our engagements begin, so Tecla absorbs it as part of how we work.

How long does Tecla's assessment take?

A discovery call starts it, the analysis follows, and the roadmap is delivered within one to two weeks. Traditional AI readiness assessment services often run four weeks or more; ours is scoped to move at decision speed.

What does Tecla's AI readiness assessment framework look like?

The AI readiness assessment framework has three layers: workflow review, evaluation of the data and systems each workflow depends on, and impact and feasibility analysis of every opportunity. It holds whether the scope is a generative AI readiness assessment or a broader evaluation, and we design assessments around the operation rather than a fixed questionnaire.

Who runs the assessment at Tecla?

A senior AI Systems Lead from Tecla's engineering team, supported by an AI Solutions Lead on the business side. Our AI assessment services are run by the people who build and manage AI systems in production.

Does Tecla's assessment cover generative AI and AI agents?

Yes. The assessment works as a generative AI opportunity assessment and an agentic AI evaluation at once: each workflow gets matched to the approach that fits it, whether that is an AI agent, an AI model trained on your data, AI applications inside the product, or a workflow built around AI generated content.

Is this an AI maturity assessment?

It includes one, in practical form. Instead of scoring the organization against an abstract model, Tecla runs the AI maturity assessment at the workflow level: the maturity of your data and systems measured against what each opportunity requires. Where AI readiness assessment consulting typically ends at a scorecard, this ends at a build recommendation.

What size of company does Tecla work with?

Startups and growing companies, including teams already using AI tools who want to know what to build next. An AI readiness assessment for business at this stage tends to matter more, since a wrong first bet consumes a larger share of the budget.

What do we need to prepare?

Very little. The discovery call works from your knowledge of the business, the business units involved, and how your teams engage with AI today. If deeper analysis needs documentation or system access, we request the minimum and work around what is available.

What is Tecla Atlas?

Tecla Atlas is the internal workflow and systems mapping tool behind Tecla's AI engagements. From the first sprint onward, it maps users, tools, data sources, handoffs, decision points, and bottlenecks, creating a shared picture of the workflow before and during the build.

What is the AI Systems Sprint?

The AI Systems Sprint is Tecla's standard first paid engagement after the assessment: a fixed-scope build of two weeks or one month, run by one AI Systems Lead. It covers the full Tecla Atlas workflow mapping, scope definition, buildout, and delivery of a usable first version of the agreed system.

What happens after the assessment?

Your call. Some companies take the roadmap to their internal team to implement AI on their own, some engage Tecla for the first build, some wait. The AI opportunity assessment stands as a deliverable on its own, whichever path you take.

Have any questions?
Schedule a call to discuss in more detail.
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