JobTalk AI, deployed inside your hiring motion.
JobTalk AI brings intelligence to talent acquisition — automating screening, scoring, and candidate engagement so your team focuses on finalists, not inboxes. RevSparkAI deploys and operates it as part of FIGG Scale™ TalentScale. Embedded team. Outcome contract.
AI-driven hiring. Human judgment where it counts.
JobTalk AI uses machine learning to screen resumes, score candidates against your defined criteria, and automate early-stage candidate communication — compressing the top of your hiring funnel from weeks to days.
The platform doesn't replace hiring managers. It removes the work that prevents hiring managers from doing their actual job: evaluating the right candidates at the right time.
RevSparkAI deploys and operates JobTalk AI as part of FIGG Scale™ TalentScale — configuring it for your role types, integrating with your ATS, and managing the system so your team just sees qualified shortlists.
What JobTalk AI does
What we add that the platform can't do alone
Role Profile Design
We build your scoring criteria before we configure the platform — defining what "qualified" actually means for each role. Generic AI screening produces generic results. We make it specific to you.
ATS & Workflow Integration
JobTalk AI connects into your existing applicant tracking system. We handle the integration, the data mapping, and the workflow design so your team doesn't change how they work — it just gets faster.
Candidate Journey Mapping
We design the automated communication sequences that candidates experience — from application confirmation through interview scheduling. Response rates matter. Generic templates kill them.
Recruiter Enablement
We train your recruiting team on how to use the shortlists, how to give feedback that improves the model, and how to maintain quality as volume scales.
Ongoing Model Calibration
Every hire — and every pass — feeds back into the scoring model. We manage that loop so your shortlist quality improves over time, not just at launch.
Outcome Contract
FIGG Scale™ TalentScale engagements are tied to time-to-hire reduction and shortlist quality — not to software subscription seats. We own the outcome.
Right fit if any of these are true
FIGG Scale™ TalentScale works best when hiring volume or speed is a real constraint on growth.
Talent is a scale problem. We treat it like one.
FIGG Scale™ is RevSparkAI's suite for companies that have found commercial traction and now need to scale the infrastructure around it — people, process, and systems.
TalentScale is the talent layer of that suite. It's not a standalone recruiting tool — it's an embedded, outcome-contracted engagement that treats hiring velocity as a revenue function.
See the Full FIGG Canopy™ Architecture