TAMI AI FOR DATA TEAMS

B2B Marketing Data Quality Improvement Tools Check the Record, Not the Company

B2B marketing data quality improvement tools catch nulls, duplicates, broken joins and stale partitions. All of it measures whether a record is well-formed. None of it measures whether the record is true. A fully populated row with a fresh timestamp can describe a company that closed years ago.

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Where TAMI AI sits among B2B marketing data quality improvement tools

Validation and verification are different problems. You have the first one covered. The second needs a source outside your own systems, because nothing inside them knows what happened to the company.

Ground truth, not internal consistency

A dbt test confirms a field matches a pattern. It cannot confirm the business is trading. TAMI AI reads the live site and reports what changed.

Entity resolution that survives a merge

Company names arrive as six variants across four systems. TAMI AI keys on domain, which is stable where a fuzzy name match is not.

Fields you cannot derive

Technology stack, payment providers, carriers and trading status exist nowhere upstream. No transformation produces them, so nothing arrives duplicated.

WHAT OUR CLIENTS THINK OF TAMI AI

  • We’ve had an excellent experience with TAMI as our go-to lead source for all eCommerce merchant leads. The UI is very intuitive and it's easy to download leads segmented by vertical market, geography, revenue, etc.
    Tim H
    CEO
  • TAMI gives us access to rich customer data, verified and reliable, to maximise the chance of successfully reaching our target customers. Our teams like the prebuilt integrations with major CRM platforms and the excellent support we receive from the TAMI team. [TAMI is] an essential tool in our email marketing campaigns.
    Ben J
    CCO
  • One of the best tools for qualifying and identifying companies that aren't found in other databases. Excellent for cross referencing with other tools. Strong tech information too.
    Ariana J
    Account Development Representative
  • Our company already has a big market share in the domain of online payments and we couldn't find new leads using the existing tools. With TAMI, within two days, I found more than 40 new leads from companies I'd never heard of before. A real eye-opener!
    Chun Kay T
    Sales Lead
  • With TAMI, we can find valuable insights into target companies fast and accurately. It's a great tool for sales teams looking to increase their revenue.
    Foteini T
    Sales Manager
BEFORE IT REACHES THE WAREHOUSE

Catch the record that is wrong rather than malformed

Bad records rarely look like errors. They arrive clean, pass the tests and feed everything downstream. Nobody notices until a rep rings a disconnected number.

So TAMI AI checks them against a live web presence rather than a rule. Dissolved companies, dormant sites and departed contacts get flagged as facts, not anomalies.

The check runs continuously. It is not another job in the DAG waiting to be scheduled. Corrections arrive as the company changes.

Compare a loaded table against what those companies look like today. Open a free account and check one.

UPSTREAM OF EVERYTHING

One company table, several consumers

Marketing segments on it, sales works it, finance reports on it and a model scores it. All four inherit whatever the table says, and none of them will discover a problem before the quarter does.

Our Valued Partners

No custom devs. Just plug in

With TAMI, demand generation becomes effortless. Setup takes minutes. Data starts flowing instantly. Here’s what TAMI integrates with:

How TAMI AI Helped a Global SaaS Company Increase Qualified Leads by 42% A fast-growing SaaS company struggled with inaccurate contact data, low-quality leads, and limited market visibility. Their sales team was spending hours manually searching for decision-makers, while marketing campaigns suffered from high bounce rates and low engagement. They needed a reliable, AI-powered solution to streamline lead generation and improve pipeline quality. Get Stared Now Book a Free Demo 10x Higher Email Conversions for a UK MarTech Leader A leading UK MarTech company compared TAMI against BuiltWith, ZoomInfo, and Cognism to improve market research and email performance. TAMI delivered cleaner data, removed inactive and duplicated accounts, and identified high-intent prospects. The result was a 10X higher inbound conversion rate and more accurate targeting across competitive campaigns. Get Stared Now Book a Free Demo keyboard_arrow_left keyboard_arrow_right

Who else is TAMI good for?

Test a sample against something outside your own pipeline

Run a slice of your company table through TAMI AI and see how many records describe businesses that have changed, moved or closed since they were loaded.

Frequently asked
questions

1What are b2b marketing data quality improvement tools?
Software that measures and improves the reliability of company and contact data feeding marketing and sales. Most of the category monitors pipelines and enforces rules. A smaller part supplies verified external data to check records against.
2Is TAMI AI a data observability platform?
No. It does not monitor pipelines, track lineage or alert on schema drift, and it will not replace dbt tests, Monte Carlo or Great Expectations. It provides the external source those tools have nothing to compare against.
3What is the difference between data validation and data verification?
Validation checks a record is well-formed: correct type, no nulls, no duplicates, joins intact. Verification checks it is true. A dissolved company can pass every validation test in your pipeline.
4How does TAMI AI help with entity resolution?
By keying on domain and on classification read from the live site rather than on company name. Name matching fails constantly on legal suffixes, trading names and punctuation, which is where most duplicate company records originate.
5Can b2b marketing data quality improvement tools work at warehouse scale?
Yes, where delivery is designed for it. Company, contact and technology fields can be queried by filter and loaded as a result set rather than iterated one lookup at a time, then refreshed on a schedule you set.