Request a Demo
Back to Enterprise Transformation
Agentic AI Framework

Governed Agentic AI.
Enterprise-grade Delivery.

Design, deploy, and govern autonomous AI agents across the full development lifecycle. Powered by a 7-layer framework that prevents failure at every step.

PrimeSoft Agentic AI Framework, AI at the center of the Build · Operate · Optimize · Govern lifecycle
About the Framework

Governed, enterprise-grade foundation for autonomous AI at scale

A 7-layer architecture united with a 6-stage AI Development Lifecycle (AIDLC). Every agent action is planned, executed, secured, and traced. Fully Transparent.

<20%
Human Intervention
3-4x
Output per Engineer
E2E
Lifecycle Coverage
80%
Productivity Gains
What the Framework Delivers

Autonomous AI that’s accountable by design

Replace ungoverned pilots with agents that reason, plan, act, and leave an audit trail.

Goal-Oriented Planning & Reasoning

Goal-Oriented Planning & Reasoning

Agents decompose goals into multi-step plans across tools, context, and memory, beyond answer prompts.

Single-shot answers → autonomous multi-step execution
Autonomous Orchestration

Autonomous Orchestration

One agent coordinating tools, memory, and actions end-to-end, with caching and a model gateway.

Acts independently, no human re-trigger required
Input & Output Guardrails

Input & Output Guardrails

PII stripped on input. Outputs verified for safety and schema validity on the way out.

Safety and data protection on every request
Observability & Telemetry

Observability & Telemetry

Logging, tracing, and dashboards surface what every agent did, with metrics, defect trails, and KPIs.

Decision-grade visibility for engineering and leadership
Architecture

Cloud stack for regulated enterprise

A foundation-up architecture. Every layer purpose-built and connected. Code enters via the pipeline, telemetry flows out to observability, and governance applies across everything.

Delivery Process

CI/CD & DevSecOps

Commit
Build
Test
Scan
Deploy
Runtime

Container & Orchestration

Where workloads execute at scale
KubernetesDockerService MeshAutoscaling
Foundation

Cloud Infrastructure

The substrate, your cloud, your boundaries, your IaC
AWSAzureGCPTerraformAnsible
Cross-Cutting

Observability & Security

SASTDASTTracingAlertsSecrets
Policy Umbrella

Governance & Compliance, applied to every flow above

SOC 2HIPAAISO 27001GDPR
Reading flow:
1Cloud Infrastructure2Containers3CI/CD delivers4Observability monitors5Governance applies
Core Capabilities

Built to reason, act, and stay governed, at every layer

Six enterprise-grade capabilities. One unified, accountable platform.

Goal-Oriented Planning & Reasoning

Goal-Oriented Planning & Reasoning

Agents decompose goals into multi-step plans and reason across tools, context, and memory, not just answer prompts.

Straight answers → Autonomous multi-step execution
Autonomous Orchestration

Autonomous Orchestration

One agent orchestrates context, retrieval, reads, and writes end-to-end, with caching for speed and a model gateway for routing.

Acts independently without human re-trigger
Governed Model Gateway

Governed Model Gateway

A central gateway manages the model catalog, tokens, and routing. Teams pick the best model for each task on cost and compliance fit.

Flexible model with control and cost governance
Input & Output Guardrails

Input & Output Guardrails

Input guardrails strip PII before it reaches a model. Output guardrails enforce safety and schema-valid responses.

Safety and data protection on every request
Observability & Telemetry

Observability & Telemetry

Logging, tracing, alerts, dashboards surface metrics, defect trails, and KPIs, so teams act on real signals.

Decision-level visibility for engineering and leadership
Tool, Knowledge & Memory

Tool, Knowledge & Memory

Agents call APIs, run vector searches & SQL over your documents. They draw on RAG and a domain knowledge base, grounded in your data.

Answers grounded in your systems
How It Works · AIDLC

Six AI-assisted lifecycle stages

AI is embedded across every stage with the right tools at every step.

01Discover
02Design
03Build
04Validate
05Release & Govern

Business intent captured, use cases scoped, and guardrails defined up front. BDD specs auto-generated from requirements. Tools: Claude · Workshops · BDD.

Prompt engineering, component scaffolding, and design-token compliance produce a consistent, reusable foundation. Tools: Design System · Prompt Library.

Agents generate code, review pull requests, and perform context-aware refactoring. Fast iteration without losing quality. Tools: Claude Code · Cursor · GitHub.

AI Test Agent runs Unit, API, UI, and E2E tests, while SAST and accessibility checks catch risks before release. Tools: Playwright · SAST · AI Test Agent.

Governed CI/CD with sandbox gates and approvals. Observability, audit trails, and RBAC keep every agent accountable. Tools: CI/CD · Telemetry · RBAC.

01
Discover
01
Discover

Business intent captured, use cases scoped, and guardrails defined up front. BDD specs auto-generated from requirements. Tools: Claude · Workshops · BDD.

02
Design
02
Design

Prompt engineering, component scaffolding, and design-token compliance produce a consistent, reusable foundation. Tools: Design System · Prompt Library.

03
Build
03
Build

Agents generate code, review pull requests, and perform context-aware refactoring. Fast iteration without losing quality. Tools: Claude Code · Cursor · GitHub.

04
Validate
04
Validate

AI Test Agent runs Unit, API, UI, and E2E tests, while SAST and accessibility checks catch risks before release. Tools: Playwright · SAST · AI Test Agent.

05
Release & Govern
05
Release & Govern

Governed CI/CD with sandbox gates and approvals. Observability, audit trails, and RBAC keep every agent accountable. Tools: CI/CD · Telemetry · RBAC.

Why PrimeSoft Agentic AI

Purpose-built for enterprise AI delivery

Three principles working together: Autonomy, Governance, and Enterprise Fit. Designed to eliminate friction between intent and production.

Autonomy, Governance, and Enterprise Fit, the three principles behind PrimeSoft Agentic AI

Self-Healing Infrastructure

Automated remediation, self-scaling, and AI-assisted incident triage. The Infrastructure resolves issues before outages.

Compliance Built Structurally

SOC 2, HIPAA, ISO 27001, and GDPR controls built into every pipeline and infrastructure layer.

Compliance Built Structurally

All IaC, runbooks, and pipeline configurations are yours. Full knowledge transfer and documentation on every engagement.

Integrations

Works with your existing stack

No infrastructure overhaul. The framework integrates with the models, tools, and pipelines your teams already run, deployed in your environment, inside your security boundaries.

Foundation & Models
Build & Code
Test & Security
DevOps & Release
Governance
Deployment
Foundation & Models
Build & Code
Test & Security
DevOps & Release
Governance
Deployment
Get Started

See the Agentic AI Framework on your use case

A personalised demo, no commitment. A working thin slice in days, deployed in your environment with zero disruption.