AI interview detection for remote hiring teams

Know when an interview answer may not be the candidate’s own.

Unprompted helps employers review remote interviews for likely AI-assisted answers, over-scripted responses, and unusual response patterns — then turns observable interview behavior into explainable signals, timestamped evidence, and a human-led review workflow.

Decision support only. Final hiring decisions stay with your team.

Evidence you can explain

Signals are anchored to timestamps, transcript context, and observable interview behavior — not a black-box pass/fail label.

Human-led by design

Unprompted gives reviewers stronger context while keeping hiring judgment, follow-up, and final decisions in human hands.

Built for real workflows

Designed to fit alongside remote interviews, recruiting operations, and existing hiring processes without forcing a new interview platform.

Why now

AI changed interviews faster than hiring teams could update their controls.

Candidates can now generate polished responses, read from AI tools, or lean on real-time prompts during virtual interviews. Employers need a fair, consistent way to separate normal preparation from AI-assisted answering that deserves closer review.

59%
of surveyed hiring managers said they have suspected candidates of using AI tools to misrepresent themselves during hiring.
Interview integrity is no longer a future concern — it is already affecting hiring confidence.
1 in 5
U.S. professionals in a Blind survey reported secretly using AI during job interviews.
AI-assisted interviewing has moved from theory to real hiring conversations.
63%
of surveyed hiring managers said companies are changing how they hire because of AI.
AI is forcing hiring teams to add better controls, clearer documentation, and evidence-based review to remote interviews.
Sources: Checkr’s 2025 hiring-manager survey and Blind’s 2025 survey of verified professionals on AI use in interviews.
Risk employers need to control

Remote interviews need an evidence layer, not more guesswork.

01

Quality-of-hire risk

A candidate can sound interview-ready while relying on real-time AI help instead of demonstrating independent skill.

02

Over-scripted answers

Real-time AI prompts can make generic answers sound polished, even when the response lacks lived experience, ownership, or detail.

03

Trust erosion

When interviewers cannot tell whether an answer reflects the candidate’s own thinking, teams lose confidence in remote hiring decisions.

04

Governance pressure

Leaders need consistent documentation for follow-up decisions — not a black-box score that cannot be explained.

How it works

A practical review flow for interview integrity.

Unprompted is built to support the interview process your team already uses.

1

Capture interview signals

With consent-aware workflows, Unprompted reviews remote interview behavior such as response timing, eye-read risk, repeated phrasing, specificity, and attention drift.

2

Create explainable evidence

Reviewers see timestamped moments, transcript context, and signal summaries that clarify why an answer or behavior deserves closer review.

3

Support human follow-up

The team decides whether to ask follow-up questions, request another verification step, or close the concern. Unprompted never makes the hiring decision.

Product overview

Three core modules that make interview review easier to defend.

The product centers on live signal awareness, after-action reporting, and governance controls so teams can use AI-detection responsibly.

Live Monitor

Highlights context signals during or shortly after a remote interview so concerns are easier to evaluate while the conversation is still fresh.

Response timing Eye-read risk Attention drift

After-Action Report

Transforms the session into a structured review record with signal summaries, timestamps, transcript excerpts, and reviewer notes.

Evidence clips Reviewer notes Explainable signals

Admin & Governance Layer

Helps teams manage consent language, permissions, retention, reviewer routing, and policy-aware usage across hiring workflows.

Consent-aware Human review Audit trail
Best-fit customers

Built for teams where interview trust directly affects hiring outcomes.

Unprompted is especially relevant for remote-heavy employers, staffing teams, and organizations hiring for roles where skill, judgment, communication, and trust matter.

Technology & SaaS

Technical and knowledge-work interviews often happen remotely, where AI-assisted answers can be harder to detect.

Staffing firms

Agencies can protect client trust with a clearer record of how AI-assistance concerns were reviewed.

BPO & remote ops

High-volume remote hiring benefits from a standardized integrity workflow across many interviews.

Healthcare admin

For non-clinical and administrative roles, documentation and consistency still matter.

Security-sensitive teams

Roles with access to systems, data, or customers benefit from stronger documentation around communication, judgment, and answer quality.

FAQ

What employers usually ask first.

Does Unprompted make the hiring decision?

No. Unprompted is decision support only. It helps teams review likely AI-assistance concerns with clearer evidence, stronger consistency, and a documented human-review process.

Is this meant to replace our interview platform?

No. The product is designed to support existing remote interview workflows and hiring operations rather than replace your entire recruiting stack.

How is this different from simply watching for red flags?

Unprompted standardizes the review by connecting observable cues to timestamps, transcript context, and reviewer notes instead of relying on memory or gut feeling alone.

Co-founders

Built by a founder team combining business strategy and technical execution.

Elijah Haynes-Robertson and Silas Stamps bring a long-standing working relationship, complementary skills, and a shared focus on helping employers bring more clarity, consistency, and confidence to remote hiring.

Elijah Haynes-Robertson
Elijah Haynes-Robertson
Co-Founder & CEO

Elijah leads business strategy, customer discovery, brand positioning, and go-to-market execution. He focuses on making Unprompted clear to buyers, credible to stakeholders, and practical for real hiring teams.

Silas Stamps
Silas Stamps
Co-Founder & CTO

Silas leads product architecture, software development, and technical execution. He turns the product vision into a working system that feels reliable, polished, and usable in real interview workflows.

Contact Unprompted

Schedule a product walkthrough.

Reach out for a live demo, pilot discussion, partnership conversation, or investor follow-up. We can walk through the product vision, current prototype, and how Unprompted supports human-led review.

Quick contact details

Based in Wichita, Kansas. Contact us for demos, early access, partnerships, investor conversations, or product questions.

For the fastest response, include your organization type, hiring volume, current interview process, and what you want to evaluate.