Find your AI maturity archetype

Six questions across three dimensions of your operation, two areas each. For each area, pick the maturity level that best describes where you are today.

Your two levels are added up within each dimension. Whichever dimension comes out lowest is your constraint, and it points to the archetype you are operating as today.

Start the self-check

Takes about 2 minutes

A

Digitization & intake

1

Capturing submission data

Pick the level that fits best.

1

We extract data manually from a single document at a time

2

We extract from single documents automatically, but formats/fields vary and need manual correction

3

We extract and structure data across most document types, validated against internal standards

4

We extract and validate data from any format automatically; only edge cases need a manual look

5

Structured risk data flows in natively from broker systems, with little or no re-keying

Next

1

Linking communications over time

Pick the level that fits best.

1

Underwriters reassemble the story by hand from separate emails

2

Related items sit in a shared folder or thread, but reassembly still takes manual review

3

Follow-ups and revisions are consolidated once someone flags the connection to the original

4

The system matches most communications to the right submission; merging updates is still manual

5

The system links every communication into one evolving view of the risk automatically

Next

B

Decisioning & workflow automation

1

Running data completeness, appetite & compliance checks

Pick the level that fits best.

1

A person performs every check by hand

2

Underwriters run each step manually, though a few checks are flagged automatically

3

Rules-based checks run automatically for common scenarios; underwriters still trigger most of them

4

The system runs completeness, appetite and compliance checks, escalating only exceptions

5

The system executes these steps and advances the case until a human is genuinely needed

Next

1

When an underwriter steps in

Pick the level that fits best.

1

By default, a person touches every case at every step

2

Every case needs a person, but simple ones move faster

3

Straightforward risks get lighter review; most others still get full manual attention

4

Underwriters are looped in mainly for complex or borderline risks, cases pre-assembled

5

By exception — only when judgement changes the outcome, with the case pre-assembled

Next

C

Embeddedness & distribution

1

Where submissions come from

Pick the level that fits best.

1

Submissions arrive by email; each workflow stands alone

2

Mostly email, though we have standard templates or a portal for select brokers

3

Structured intake with several brokers or systems, but context resets between lifecycle stages

4

Data and context carry across most stages, with growing direct connectivity into broker systems

5

We connect into broker systems and context flows across the lifecycle

Next

1

Collaborating on the submission

Pick the level that fits best.

1

All collaboration with the broker happens over email or phone, outside any shared system

2

We can share a portal link for some brokers to view status, but not to act within it

3

Select brokers can submit or update data directly into our systems

4

We can quote or request information inside a broker's own portal or workflow for some segments

5

We're embedded in the broker's own workflow — sourcing risk, collaborating on submissions and quoting in-workflow

Next

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Your AI maturity archetype

Your lowest-scoring dimension is your constraint — this is what it makes you today.

Advanced but standalone

Description.

The cost.

Next move.

Where that puts you on the curve

Average maturity level across all six areas.

1

Extract submission data only

2

Digitize single communications

3

Automate full risk capture

4

Automate end-to-end workflows

5

Get embedded in broker's workflows

Standalone

Path of least resistance

None of the three archetypes is a bad place to be — each one means you have already solved part of the problem. But brokers are already narrowing who they work with down to whoever is fastest and easiest to deal with, and your lowest-scoring dimension is what is holding you back from being that carrier.

Fix it the same way regardless of which archetype you are: check the data, review what the system recommends, automate what you trust, then move on to the next part of the workflow.

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The Platform

Author your view of risk

Risk travels unstructured and heterogeneous through the value chain. Cytora lets you author your view of risk across submission, internal and external sources using natural language, no training required.

Digitize your intake

Effective workflows move risks for decisioning without absorbing capacity. Cytora digitizes your intake from new business to claims, fulfills your view of risk and turns every transaction you receive, decision-ready.

Optimize your flows

Risk is changing at an accelerating rate requiring management achieve visibility over workflows. Transparent, traceable and explainable digitization lets you refine decisioning flows, optimize automation and accelerate target portfolio shape.

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