Governed Enterprise AI Agents That Automate Complex Workflows
We fix the definitions, data and approvals first, then connect your systems through secure agentic workflows across the USA, Canada and the UK.
01
Process First
We diagnose the systems, definitions and workflows that stall AI in production, and simplify the process before we automate it.
02
USA, Canada & UK
US-led engagement and solution architecture, engineering from our Mumbai hub, and overlapping working hours with your team. We design for US, Canadian and UK frameworks, including UK GDPR and PIPEDA.
03
Governance Built In
Least-privilege agent access, encryption, audit logging and human approval at consequential decisions, designed in from the start.
04
Diagnostic to Operation
From the readiness diagnostic and design to deployment and ongoing operation, we support the full AI lifecycle until your team is ready to take over.
Agentic AI Services for Complex Workflows
Every organization has workflows that cross teams, systems and decision points. We build agents for them once the process is ready.
AI Agent Development
Create goal-oriented AI agents that plan, use tools and carry out multi-step business operations within the permissions you set, with human approval at consequential steps.
Multi-Agent Systems
Deploy networks of specialized AI agents that collaborate, share data, and solve complex, large-scale organizational challenges as a cohesive team.
AI Copilot Development
Empower your workforce with intelligent digital assistants that integrate into existing apps to provide real-time guidance, insights, and actions.
RAG Development
Connect your AI to enterprise data securely. We build Retrieval-Augmented Generation systems that answer from your own sources, with citations your team can check.
MCP Integration
We determine whether the Model Context Protocol (MCP) fits, define the MCP servers and tools required, set tool permissions and authentication, and control what data and actions are exposed to agents.
AI Workflow Automation
Replace rigid, old-school software rules with flexible AI workflows that handle exceptions, read unstructured data, and adapt to changing inputs.
AgentOps Solutions
Monitor, test, and audit your AI agents in production. We implement tooling to track agent cost, latency, behavior and return against the baseline.
AI Integrations
Embed advanced AI capabilities into your current tech stack, connecting models to CRM, ERP and legacy systems through secure, custom APIs.
Custom LLM Applications
Prompt-engineer or fine-tune language models for your domain, evaluated against accuracy, cost and data-security requirements agreed with you.
Governed Process Automation
Automate routine steps in processes such as customer support, invoicing and data analysis, with exceptions escalated to your team.
Agentic AI for Eight Industries
Governed agents for financial services, healthcare, education, logistics, transportation, retail and media, with your people approving the decisions that matter.
Start With a Free 30-Minute AI Opportunity Review
We look at one workflow with you and tell you honestly whether it is ready to automate, and what to fix first.
From Diagnostic to Production in Four Stages
Each stage ends with a clear decision point, so you only move forward when the results justify it.
Our Agentic AI Technology Stack
We are model-agnostic: we select the best-fit models and tools for performance, security, cost, compliance and data residency rather than defaulting to one vendor.
Anthropic Claude
Google Gemini
Open-Source LLMs
LangGraph
LangChain
Google Cloud
HubSpot
SAP
Logos are trademarks of their respective owners. No partnership or endorsement is implied.
Four Ways to Engage Us
Managed projects, dedicated teams, staff augmentation, or consulting and advisory, each with dedicated delivery leadership, written specifications and regular reporting.
Staff Augmentation
Named AI, data, software, integration and engineering specialists embedded within your existing teams and development processes.
Managed Projects
End-to-end delivery against an agreed scope, timeline and budget, with fixed or variable commercial structures depending on the project.
Dedicated Teams
A multidisciplinary Agentic Resources team assigned to your organization and working directly against your product or transformation roadmap.
Consulting & Advisory
AI readiness assessments, opportunity identification, architecture, governance and implementation planning, with no obligation to proceed to a build.
Tell Us Where AI Has Stalled
Share one workflow that is not working yet. We will tell you what it would take to get it into production, safely.
How We Build Agentic AI Solutions
We design, develop, test and deploy AI agents around your workflows and business outcomes.
As an AI engineering partner, we build security into every agent:
Discovery & Assessment
We analyze your business goals, workflows, and challenges to identify opportunities where Agentic AI can deliver measurable value and operational efficiency.
Solution Architecture
Our experts design a scalable Agentic AI architecture, defining agent roles, workflows, integrations, data flows, and security requirements for optimal performance.
Development & Integration
We build intelligent AI agents and seamlessly integrate them with your existing systems, applications, APIs, and business processes for smooth operation.
Validation & Security Testing
Rigorous testing ensures functionality, accuracy, reliability, compliance, and security, helping your Agentic AI solution perform safely in real-world environments.
Deployment & Launch
We deploy your Agentic AI solution in production, configure infrastructure, monitor performance, and ensure a smooth launch with minimal business disruption.
Continuous Optimization
We continuously monitor, refine, and enhance AI agents using performance insights, feedback, and evolving business needs to maximize long-term value.
Security, Governance & Compliance for Agentic AI
Ensure secure and responsible AI operations with strong governance frameworks, data protection measures, compliance controls, risk management, and continuous monitoring.
Security Measures
Frameworks We Design For
We build to support your obligations under these frameworks. They are not certifications held by Agentic Resources.
Why Choose Agentic Resources?
AI initiatives stall when operations are not ready for them. We fix that layer first, then build governed agents on top of it.
We Fix the Process First
We diagnose systems, definitions and workflows before we automate, so agents do not inherit broken processes.
Governance Built In
Least-privilege agents, human approval at consequential decisions, and logging of prompts, tool calls and outputs.
Measured Against a Baseline
We capture cost, processing time and error rates before we build, so results are measured rather than assumed.
US-Led, Mumbai-Engineered
US-led engagement and solution architecture, engineering from our Mumbai hub, and overlapping working hours with your team.
Model-Agnostic
We select the best-fit model for performance, security, cost, compliance and data residency rather than defaulting to one vendor.
Diagnostic to Operation
One team from the readiness diagnostic through build, deployment and ongoing operation, until your team is ready to take over.
FAQs
Book a free 30-minute AI Opportunity Review. We look at one workflow with you and, if there is a case to proceed, propose a fixed-scope AI Workflow & Readiness Diagnostic. Every engagement can be covered by an NDA.
Yes. We build API bridges, middleware and Model Context Protocol (MCP) servers so agents can read and write data in ERPs, in CRMs such as Salesforce, Microsoft Dynamics and ServiceNow, and in your own databases, within the permissions you approve.
We choose per project from established orchestration frameworks such as LangGraph, CrewAI and LangChain, with short- and long-term memory where the workflow needs it.
We are model-agnostic. We work with models from OpenAI, Anthropic, Google, Meta and open-source providers, selected for performance, security, cost, compliance and data residency.
We build retrieval-augmented generation (RAG) pipelines over your knowledge bases, using vector databases such as Pinecone, Qdrant or MongoDB, with answers linked back to their sources.
Every engagement is covered by an NDA. Data isolation, retention and model-provider settings are documented for each engagement, and we configure model providers so your data is not used for training wherever the provider supports that.
Human-in-the-loop approval checkpoints, action allowlists and permission limits. Agents handle routine steps; high-impact actions, such as financial transactions or changes to master data, wait for explicit human sign-off.
Through four models: Managed Projects, Dedicated Teams, Staff Augmentation, and Consulting & Advisory. See how we engage.
We test agents in sandboxed environments before production and set limits such as maximum execution steps and cost ceilings, so a failing agent stops and escalates instead of looping.
We monitor latency, cost, accuracy and failure patterns against the baseline, fix issues, and update prompts or models when your operations change. Support hours and service levels are agreed in each contract.
Most clients start with the fixed-fee readiness diagnostic. Build and operate costs are then scoped against the measured baseline, so the expected return is known before you commit.
Book Your Free 30-Minute AI Opportunity Review
Pick a time that suits you. We will look at one workflow with you and tell you honestly what is ready to automate and what to fix first.
AI Opportunity Review
With Stephen Scarr, Agentic Resources
What we will cover
- One workflow you want to improve, and where it stalls today
- Whether it is ready for AI agents, and what to fix first
- Governance, data and integration points to plan for
- A clear next step, including whether a diagnostic is worthwhile
Times are shown in your local time zone. Scheduling is provided by Calendly. Prefer to open it separately? Open the booking page.
Not ready to talk yet? Get the free AI Readiness Checklist →