Asked for $3M by a bank, health system or large enterprise? Data analytics firms usually meet it with Technology E&O, built as one $3M policy or a primary policy plus a second layer on top.
The short answer
- A $3M requirement means your contract asks you to carry Professional Liability with a $3M limit, the most it may pay for a claim over your analytics work, and it usually comes from banks, health systems or large enterprises.
- It is usually built as a single $3M primary policy, or a $2M primary policy plus a $1M follow-form excess layer. A $1M primary with $2M excess is less common.
- $3M is rarely available online and is usually placed by a broker, especially for firms that handle regulated data. Morrow can help you find it.
What does a $3M requirement mean for data analytics firms?
Professional Liability (E&O, short for Errors and Omissions) covers claims that your work caused a client a financial loss. Data analytics firms usually buy Technology E&O (E&O built for tech and data work), often with Cyber, rather than a general form (see Technology E&O vs Miscellaneous E&O). A $3M clause in a master service agreement (MSA) might read:
Illustrative contract wording
Vendor shall maintain Technology Errors and Omissions insurance, including network security and privacy liability, with limits of not less than $3,000,000 per claim and $3,000,000 in the aggregate. Required limits may be met through primary and excess policies. If written on a claims-made basis, coverage shall be maintained for three (3) years after the last Statement of Work ends.
Illustrative example only. Your contract's wording controls.
- Per claim and aggregate: the most paid for one claim, and for all claims in a policy year. Here, $3M on both.
- Primary and excess: this clause allows stacked policies. If yours does not, confirm with the client that primary plus follow-form excess meets the clause.
- Network security and privacy: the client also wants Cyber, which pays breach costs.
- Claims-made: Professional Liability almost always covers claims made and reported while the policy is active, for work after the retroactive date (the earliest work covered).
Who asks data analytics firms for $3M?
Many analytics firms are asked for $1M or $2M. A $2M clause often fits reporting work. $3M tends to appear when one error could spread across many decisions or records:
- Banks, lenders and insurers using your models for credit, pricing, fraud or reserving.
- Health systems and plans sharing claims or patient data.
- Large enterprises whose vendor rules set a high floor.
- Public agencies that write the limit into a bid.
Hypothetical claims: a migration drops two months of transactions, or a join error underprices a product line for a quarter.
How is $3M built?
A primary policy pays first. An excess layer is a second policy that pays only after the primary limit is used up. "$1M xs $2M" means a $1M layer sitting above the first $2M.
Option 1: one policy
Option 2: $2M primary plus excess
Option 3: $1M primary plus excess
One $3M policy has one set of terms. Primary plus excess may be easier to place, but Option 3 is less common: a $2M layer over a $1M primary depends on what the excess insurer requires, and $2M primary plus $1M excess is the usual stack. The excess should follow form, using the primary policy's terms. Every layer should share one retroactive date. A commercial umbrella almost never covers Professional Liability.
Good to know
Defense costs can use up the limit. Many Professional Liability policies pay defense costs inside the limit, so legal bills shrink what is left.
What will underwriters ask for?
An underwriter decides whether to offer coverage and on what terms. Expect to cover:
- Revenue split across reporting, data engineering and predictive models.
- The types and number of records you handle, such as health or financial data.
- Whether you host client data or work inside client systems.
- How you test models before delivery.
- Whether your outputs drive credit, pricing or clinical decisions.
- Documents: the $3M contract, loss runs (a report of past claims), and your current policy.
What affects the cost?
- Data sensitivity and volume. Large sets of health or financial records usually cost more.
- What your work drives. Models behind lending, pricing or patient care usually cost more than internal reports.
- How the $3M is built. Primary layers often cost more per $1M of limit than excess layers.
- Adding Cyber. Adding Cyber to the same policy usually costs more than Technology E&O alone.
- Claims history, retention and defense terms. Retention works like a deductible, and a higher one usually lowers premium.
Frequently asked questions
Do I need $3M Professional Liability as a data analytics firm?
Usually only when a client contract requires it. Check the insurance section of your agreement before you buy. Some clients ask for $5M.
Is $2M enough if my data analytics contract says $3M?
Usually not, because the clause calls for a $3M limit. Request new quotes through Morrow: a $3M primary policy or a $1M excess layer above a $2M primary. Ask that your retroactive date be kept, so earlier work stays covered (prior acts coverage), where the market allows. Report any known incident to your current carrier before switching.
Can my client be added as an additional insured on my Professional Liability as a data analytics firm?
Not by default, but sometimes. Some carriers will add a client as additional insured when a written contract requires it. This usually covers only liability from your work and does not raise the limit. A certificate of insurance shows your coverage but does not add the client. Some clients accept one that lists every layer, so check your contract.
Will my Professional Liability cover a model that gave a bad forecast?
It may, if the claim alleges an error in your work, but it depends on the wording. Promises of specific results are often excluded.
Looking for $3M in Professional Liability? Morrow can help.
Send us the insurance section of your MSA and your current policy, if you have one. Morrow can review both and request quotes for a $3M primary policy or a primary and excess structure, keeping your retroactive date where the market allows.
Morrow · 25 New Chardon Street, 4th Floor, Boston, MA 02114
This article is general information, not legal advice or a coverage determination. Coverage depends on the actual policy wording, carrier underwriting and your contract terms.