Security teams routinely overspend on tools that never deliver in production. The line between a vendor that earns the business and one that creates shelfware is drawn during the evaluation, not after the purchase order. A real Proof of Value (POV) is how you find out which side a vendor lands on.
The Abnormal Behavior Platform is built on an API-native architecture, and that single design choice is what makes a real POV possible. It installs in under a minute, runs side-by-side with your current stack, surfaces the advanced attacks your existing tools miss, and produces evidence in less than a month. Few vendors offer those four things together.
Here are the five outcomes every prospect should demand before signing, and how Abnormal's POV program is structured to prove each one.
1. Prove it installs without disrupting your environment
Most traditional security tools require MX record changes, mail-flow rewrites, or agent rollouts before an evaluation can start. That cost discourages testing and gives incumbents an unearned advantage.
Abnormal's POV begins with a read-only API integration into Microsoft 365 or Google Workspace, handled in a brief Kickoff session. Mail flow stays untouched and end users see nothing. The product reads the environment and starts modeling behavioral AI baselines from day one.
Outcome: API integration in under one minute, with no MX changes and zero mail-flow risk.
2. Prove what your current stack is missing
Buyers rarely get a hard read on what their incumbent is letting through. Vendors run canned demos on synthetic threats. The data that matters — real customer mail — never makes it into the conversation.
Every Abnormal POV produces a report on the prospect's own historical and live email data. It quantifies advanced attacks bypassing existing controls, surfaces top attack types, names the most impersonated executives and vendors, and details specific missed attacks with full forensic context.
"For us, email is the number one vector for attacks. We did a trial with Abnormal because we kept seeing those advanced attacks make it to our users. Abnormal detected what was being missed. So we said, 'let's switch over.'"
— Ed Perez, IT Operations and Security Lead, Inhance Technologies
Outcome: Abnormal's report quantifies the advanced attacks bypassing your current controls, with attack-by-attack forensics.
3. Prove it solves the pains you actually have
A polished demo proves a vendor can demo. It does not prove the product addresses your specific risks, your workflows, or the executive pains driving the project.
Abnormal opens every POV with a planning session that captures the customer's own challenges and goals: account takeover exposure, vendor compromise risk, manual workflows, graymail management, SEG consolidation, whatever matters most. Each becomes a tracked success criterion and is proven across the evaluation.
Outcome: Customer-defined success criteria are co-authored up front and verified in every sync.
4. Prove it in under a month
Six-month bake-offs burn budget cycles, executive attention, and the security team's energy. They also let the vendor hide behind complexity.
Abnormal's standard POV runs inside a month across several meetings, including a kickoff, multiple syncs, and a wrap-up. Each sync presents updated report data, advances the success criteria tracker, and unlocks deeper product areas under timeline pressure that forces honesty from everyone in the room.
Outcome: This meeting cadence compresses a credible evaluation into a timeline that runs less than a month.
5. Prove the business value, not just the technology
A tech win without a business case stalls at procurement. CISOs need dollar and hour numbers to defend the spend, and most POVs leave that work for later.
The Abnormal POV wrap-up ties technical findings to quantified business impact: attacks remediated automatically, analyst time freed, employee hours returned by graymail filtering. By the time pricing comes up, the ROI is already documented in the customer's own data.
Outcome: A wrap-up session converts technical proof into a defensible business case, before procurement begins.
Why this matters
A POV is the cheapest insurance a security buyer can buy. It surfaces incumbents' blind spots, validates a platform's claims against the customer's own data, and produces the artifacts procurement needs. Any vendor that cannot earn that proof in a real environment, in less than a month, is telling you something useful before you spend a dollar.
