AI Conversation Quality OS

Ship AI agents that sound confident, compliant, and consistently excellent.

Pactum evaluates every response in real time, scores entire conversations across five dimensions, and closes the loop with automated prompt tuning. It is the fastest way to measure and improve AI sales and support experiences.

Per-message evaluation Conversation scoring Prompt tuning Batch simulations Multi-channel support
Quality loop

Test, score, improve, repeat across every release.

Cost efficient QA

Proprietary infrastructure keeps Gen AI and human channel evaluation costs low.

Live QA Snapshot Live
96
Quality

Conversation score

5 dimensions evaluated

Trending stronger after the last prompt update
Clarity and Structure Pass
Tone and Professionalism Pass
Empathy and Customer Focus Pass
Ownership and Follow-Through Pass
Prompt tuning suggestion

Reframe the closing question to align with the buyer goal before proposing the next step.

Capabilities

Feature-forward quality assurance for AI conversations.

Every response is measured. Every conversation is scored. Every prompt gets smarter.

Real-time response evaluation

Auto-score each message against structured criteria with pass or fail checks and guidance.

Scenario-driven criteria

Match responses to detailed scenarios with weighted criteria, severities, and partial credit.

Conversation-level scoring

Score the entire journey across five quality dimensions with instant visibility.

Prompt tuning loop

Rewrite system prompts using real evaluation history, conversation scores, and feedback.

Batch conversation runner

Simulate multi-turn dialogues at scale and surface failures before they reach customers.

Exportable QA reports

Generate HTML, PDF, and CSV outputs for stakeholders and release reviews.

Workflow

The closed loop for conversation quality.

Move from subjective review to measurable, repeatable QA that scales with every new release.

Continuous quality feedback keeps AI behavior aligned with your standards.
01

Test

Run live chats or batch simulations across your scenario library.

02

Measure

Score every response and the full conversation with consistent criteria.

03

Improve

Apply prompt tuning recommendations and track quality lift in real time.

Modules

The toolkit that keeps every team aligned.

A single workspace for live QA, evaluation, and iteration.

Live QA Console

Dual-pane chat plus evaluation feed

Chat with your agent while Pactum evaluates every response side by side.

  • Typing indicators and session persistence
  • Instant pass or fail verdicts
  • Actionable improvement notes
Evaluation Engine

Structured criteria with context awareness

Match responses to scenarios, weighted criteria, and severity levels.

  • Partial credit scoring
  • Failure mode tracking
  • Consistent scorecards
Prompt Tuner

Turn evaluation signals into better prompts

Rewrite system prompts with clear rationale and guardrails.

  • Uses recent eval history
  • Improves tone and clarity
  • Keeps alignment tight
Conversation Runner

Batch simulations with reporting

Run multi-turn plans, then export reports and failure summaries.

  • Scenario planning templates
  • HTML and PDF reports
  • CSV failure downloads
Outcomes

From demo-grade to production-grade behavior.

Pactum makes quality visible so teams can ship with confidence.

Faster iteration cycles

Replace manual review with automated scoring and structured feedback.

Aligned teams and standards

Share scorecards and reports that keep product, QA, and leadership aligned.

Lower evaluation costs

Continuous QA without runaway spend, powered by proprietary infrastructure.

Scoring

Five dimensions that define great conversations.

Pactum scores each conversation across the dimensions that matter most.

Clarity and Structure

Clear, organized responses that keep the conversation moving forward.

Tone and Professionalism

Consistent, on-brand tone with confident and accurate delivery.

Empathy and Customer Focus

Demonstrates understanding of customer goals and context.

Ownership and Follow-Through

Clear next steps and accountable guidance from start to finish.

Solution and Value Orientation

Connects the solution to outcomes that matter for the customer.

Infrastructure

Proprietary infrastructure that keeps Gen AI and legacy channel QA costs low.

Built to support continuous evaluation without runaway spend across your AI and legacy channel portfolio.

Shared evaluation fabric across projects to reduce marginal cost
Optimized routing that prioritizes fast, consistent quality checks
Continuous QA designed for production scale and reliability

Ready to set the standard for AI conversations?

Measure quality, align teams, and ship reliable AI experiences with Pactum.