Observability & Evaluation
Observability & Evaluation
Observability & Evaluation
Measure and govern intelligent behavior
Measure and govern intelligent behavior
Over three to five weeks, we design and integrate a unified layer for tracing, evaluation, and governance across your agentic workflows.
Over three to five weeks, we design and integrate a unified layer for tracing, evaluation, and governance across your agentic workflows.






inside the build
What happens inside the sprint
Reasoning and trace analytics
Deploy reasoning and trace analytics using tools such as LangSmith, Langfuse, Arize, or Phoenix to observe agent behavior and orchestration flow in real time.
Frameworks integration
Telemetry and performance tracking
Governance dashboards
Feedback and learning loops
Alerting and audit trails

inside the build
What happens inside the sprint
Reasoning and trace analytics
Deploy reasoning and trace analytics using tools such as LangSmith, Langfuse, Arize, or Phoenix to observe agent behavior and orchestration flow in real time.
Frameworks integration
Telemetry and performance tracking
Governance dashboards
Feedback and learning loops
Alerting and audit trails

inside the build
What happens inside the sprint
Reasoning and trace analytics
Deploy reasoning and trace analytics using tools such as LangSmith, Langfuse, Arize, or Phoenix to observe agent behavior and orchestration flow in real time.
Frameworks integration
Telemetry and performance tracking
Governance dashboards
Feedback and learning loops
Alerting and audit trails

benefits
Why observability defines trust
Without visibility, autonomy becomes risk. This layer turns complex reasoning and model behavior into traceable, auditable intelligence.
01
Unified observability across all agents, tools, and reasoning layers.
02
Continuous evaluation to maintain grounding, quality, and compliance.
03
Integration with modern MLOps and telemetry ecosystems already in use.
04
Early detection of drift, bias, or regression before business impact.
05
Direct connection between technical performance and organizational KPIs.
benefits
Why observability defines trust
Without visibility, autonomy becomes risk. This layer turns complex reasoning and model behavior into traceable, auditable intelligence.
01
Unified observability across all agents, tools, and reasoning layers.
02
Continuous evaluation to maintain grounding, quality, and compliance.
03
Integration with modern MLOps and telemetry ecosystems already in use.
04
Early detection of drift, bias, or regression before business impact.
05
Direct connection between technical performance and organizational KPIs.
benefits
Why observability defines trust
Without visibility, autonomy becomes risk. This layer turns complex reasoning and model behavior into traceable, auditable intelligence.
01
Unified observability across all agents, tools, and reasoning layers.
02
Continuous evaluation to maintain grounding, quality, and compliance.
03
Integration with modern MLOps and telemetry ecosystems already in use.
04
Early detection of drift, bias, or regression before business impact.
05
Direct connection between technical performance and organizational KPIs.
outcome
A unified control layer for intelligent observability
A continuous evaluation and observability framework that keeps your intelligent systems measurable, accountable, and improving over time.
Each reasoning step becomes transparent, every outcome verifiable, and every system evolution guided by real data and governance insight.

outcome
A unified control layer for intelligent observability
A continuous evaluation and observability framework that keeps your intelligent systems measurable, accountable, and improving over time.
Each reasoning step becomes transparent, every outcome verifiable, and every system evolution guided by real data and governance insight.

outcome
A unified control layer for intelligent observability
A continuous evaluation and observability framework that keeps your intelligent systems measurable, accountable, and improving over time.
Each reasoning step becomes transparent, every outcome verifiable, and every system evolution guided by real data and governance insight.


Case studies
Working with Regrev accelerated PhronEdge from concept to a production-grade agentic intelligence platform. Their architectural precision, governance-by-design approach, and focus on measurable outcomes enabled us to deliver autonomous organizational insights at enterprise scale.
Elisa Paul
CPO Phronedge

Case studies
Working with Regrev accelerated PhronEdge from concept to a production-grade agentic intelligence platform. Their architectural precision, governance-by-design approach, and focus on measurable outcomes enabled us to deliver autonomous organizational insights at enterprise scale.
Elisa Paul
CPO Phronedge

Case studies
Working with Regrev accelerated PhronEdge from concept to a production-grade agentic intelligence platform. Their architectural precision, governance-by-design approach, and focus on measurable outcomes enabled us to deliver autonomous organizational insights at enterprise scale.
Elisa Paul
CPO Phronedge
our services
Related services
Our services accelerate GenAI adoption, optimize orchestration, and enable enterprise-scale agentic AI with measurable outcomes.

Agentic AI
We design governed, observable, and production-ready agentic systems that move organizations forward with confidence.
Consulting
our services
Related services
Our services accelerate GenAI adoption, optimize orchestration, and enable enterprise-scale agentic AI with measurable outcomes.

Agentic AI
We design governed, observable, and production-ready agentic systems that move organizations forward with confidence.
Consulting
our services
Related services
Our services accelerate GenAI adoption, optimize orchestration, and enable enterprise-scale agentic AI with measurable outcomes.
FAQ's
Fequently asked questions
What is Agentic AI?
How is Regrev’s approach different from standard AI consulting?
What makes your systems enterprise-ready?
How long does it take to deploy an agentic system?
Can existing enterprise tools integrate with Regrev systems?
FAQ's
Fequently asked questions
What is Agentic AI?
How is Regrev’s approach different from standard AI consulting?
What makes your systems enterprise-ready?
How long does it take to deploy an agentic system?
Can existing enterprise tools integrate with Regrev systems?
FAQ's
Fequently asked questions
What is Agentic AI?
How is Regrev’s approach different from standard AI consulting?
What makes your systems enterprise-ready?
How long does it take to deploy an agentic system?
Can existing enterprise tools integrate with Regrev systems?
Contact us
Let’s build systems that think with purpose
Book a call
Pick a time that works for you, and let’s hop on a call

Contact us
Let’s build systems that think with purpose
Book a call
Pick a time that works for you, and let’s hop on a call

Contact us
Let’s build systems that think with purpose
Pick a time that works for you, and let’s hop on a call
