Products

AI built for the
decisions that define
your business.

Three distinct offerings — a landmark SaaS product for hiring, a second SaaS for performance evaluation, and custom agentic development for enterprise clients.

Flagship SaaS Product

Merit2Hire

“See signal earlier.”

Merit2Hire delivers AI-driven async interview evaluation that surfaces the best candidates before your first human interview. Recruiters send an interview link, candidates respond asynchronously, and the platform returns a structured, explainable evaluation score — grounded in evidence, not gut feel.

Candidate: Sarah K. — Software EngineerAI Eval
84
Overall candidate score / 100
Communication clarity
91
Technical depth
87
Problem-solving approach
78
Role-fit indicators
62
AI insight

Strong technical communicator. Role-fit gap: candidate emphasized individual contribution; role requires cross-functional coordination. Recommend follow-up on team leadership scenarios.

Recruiter workflow

From LinkedIn to decision in hours.

Five steps that replace the phone screen with structured AI evaluation.

1
Source
LinkedIn or ATS candidate
2
Invite
Send async interview link
3
Respond
Candidate records video
4
Evaluate
AI transcription + scoring
5
Decide
Explainable report: advance or pass
Platform features

Everything hiring needs to be defensible.

Async video interviews

No calendar coordination. No interviewer bottleneck. Candidates respond on their schedule.

AI evaluation engine

Gemini 2.5 Pro evaluates against your role-specific rubric — structured outputs, not summaries.

Explainable scores

Every dimension score justified with transcript evidence. Fully auditable per EEOC and AI Act requirements.

Custom rubric builder

Configure evaluation dimensions and weights per role. Align AI to your hiring standards.

ATS integration

Plug into your existing applicant tracking system. No data re-entry. No workflow disruption.

Bias reduction built-in

Same rubric applied identically to every candidate. Removes halo effects and interviewer variance.

SaaS Product · Pilot stage

Active Eval

“Stop guessing on performance.”

Active Eval is Pressatto-AI's second SaaS product — an AI-powered video evaluation platform that replaces subjective coaching opinions with structured, role-specific, timestamped feedback.

Currently in pilot under the Merit4All brand at merit4all.com. Full rebrand to Active Eval and expanded feature set in progress.

How evaluation works
1
Upload recording
MP4, MOV, WebM — live calls or screen recordings
2
AI transcription + speaker detection
Gemini 1.5 Pro — who said what, when
3
Structured rubric evaluation
Role-specific scoring — every dimension justified
4
Coaching report delivered
Timestamped evidence, actionable next steps
Who it serves

Four segments. One evaluation engine.

Sales Teams & Reps

Pitch and demo scoring against your methodology. Objection handling detection. Team leaderboards. Reduce ramp time with consistent, structured coaching from day one.

Presales & Solution Engineers

Technical depth vs. customer value linkage scoring. Demo structure analysis. Multi-speaker detection. Framework alignment (MEDDIC, Challenger, custom).

Professional Coaches

Cohort management, custom rubrics per engagement, and batch evaluation. Scale coaching capacity without watching every recording yourself.

Academic Oral Exams

Structured scoring for oral defenses, viva voce, and student presentations. Examiner-defined rubrics. Full transcript and evidence trail for grade justification.

Custom Development Service

Agentic App Development

“Enterprise AI built your way.”

Pressatto-AI takes on select custom development engagements. Every project is built on the same production-grade stack that powers our own SaaS products — no throwaway prototypes, production-ready from day one.

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Technology stack
AI Layer
Vertex AI · Gemini 2.5 · ADK
Agent Orchestration
ADK · A2A · MCP
Frontend
React 18 · TypeScript · Tailwind
Backend
Vercel Serverless · Supabase Edge
Database
Supabase Postgres · RLS · RBAC
Payments
Stripe · Multi-tenant billing
What we build

From agentic pipelines to full enterprise platforms.

Same engineering discipline we apply to our own products — not a one-off engagement approach.

Multi-agent AI applications
Agentic workflows on Google ADK — SequentialAgent, ParallelAgent, A2A. Ingestion, evaluation, reporting, and orchestration pipelines at enterprise scale.
Enterprise web platforms & portals
Public-facing websites and internal operations portals with authentication, RBAC, and tenant isolation. Delivered: Ave Maria Restoration website + internal portals.
AI pipeline integration
Embedding Vertex AI and Gemini into existing enterprise workflows — evaluation, classification, summarization, and structured output pipelines.
AI consulting & architecture
Stack selection, agent architecture design, RAG implementation, and Vertex AI deployment strategy for enterprise teams building their own AI capability.
Use cases

Every segment. Structured AI.

How different organizations use Pressatto products to replace subjective evaluation with defensible AI decisions.

Corporate Recruiting
High-volume technical hiring

Engineering teams screening 100+ candidates per role. AI evaluation replaces phone screens — giving recruiters scored, justified profiles before the first human call.

Outcome: Reduce time-to-shortlist from 2 weeks to 48 hours
Agency Recruiting
Multi-client candidate pipeline

Staffing agencies managing candidates across dozens of client roles. One recruiter covers 5x the pipeline without sacrificing evaluation quality.

Outcome: Per-evaluation pricing scales with volume, not headcount
HR Operations
Defensible, auditable hiring

HR teams under EEOC scrutiny or AI Act compliance pressure. Every evaluation includes a structured justification and full audit trail.

Outcome: Explainable hiring decisions with complete audit trail