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Agentic AI Solutions That Plan, Call Tools, and Finish the Job

We build Agentic AI systems that automate complex workflows using approved tools, human oversight, and enterprise-grade governance.
Agentic AI systems that plan, reason, and execute business workflows
Human-in-the-loop gates on irreversible actions
Multi-agent orchestration integrated into the CRM, ERP, and ops systems you already run
18+Agentic Workflows Delivered
18+
Agentic Workflows Delivered

54 HrsHuman hours saved per task
54 Hrs
Human hours saved per task

Clutch logo
Clutch Reviews
4.6/5 | 9+ Happy reviews
Clutch logo
Clutch Reviews
4.6/5 | 9+ Happy reviews

CMMI level 3 logo
CMMI level 3 logo

iso award
iso award
Clutch logo
Clutch Reviews
4.6/5 | 9+ Happy reviews
Clutch logo
Clutch Reviews
4.6/5 | 9+ Happy reviews

18+Agentic Workflows Delivered
18+
Agentic Workflows Delivered


54 HrsHuman hours saved per task
54 Hrs
Human hours saved per task

CMMI level 3 logo
CMMI level 3 logo


iso award
iso award

Agentic AI Development Services We Deliver

From workflow discovery and autonomy design to integration, production monitoring, and ongoing maintenance, we build Agentic AI systems that execute multi-step business processes within defined permissions, approval controls, and governance policies.

Icon representing Autonomy Boundary Design

Autonomy Boundary Design

We define which decisions an Agentic AI workflow can make independently, which actions require approval, and which operations must remain human-controlled.
  • Risk-based controls for spending, deletion, communication, and system updates
  • Success and safety KPIs defined before autonomous execution goes live
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Icon representing Tool-Connected Agent Builds

Tool-Connected Agent Builds

We connect Agentic AI workflows to the APIs, databases, CRMs, ERPs, and business applications required to complete work from start to finish.
  • Permissioned access to tools and systems of record
  • Retry, fallback, exception-handling, and human-escalation paths
Request Your Proposal
Icon representing Multi-Agent Orchestration

Multi-Agent Orchestration

When one agent is not enough, we design specialist agents that hand off with shared memory and clear ownership.
  • Planner, worker, and critic patterns when the workflow needs them
  • Traceable step logs for audit and debugging
Request Your Proposal
Icon representing Workflow Autonomy Builds

Workflow Autonomy Builds

Agentic AI Software development focused on the messy, multi-step processes chatbots cannot finish.
  • Ticket-to-resolution and document-to-action flows
  • State machines that survive partial failures
Request Your Proposal
Icon representing Agentic AI System Integration

Agentic AI System Integration

We integrate autonomous workflows with the systems of record your business depends on, including CRM, ERP, helpdesk, databases, and cloud platforms.
  • Secure system integrations with controlled write-back actions
  • Event triggers, data synchronization, and audit-ready execution
Request Your Proposal
Icon representing Agentic AI Monitoring and Support

Agentic AI Monitoring and Support

Agentic AI Support that watches runs, costs, and failures after the first production week.
  • Alerts for tool errors, failed workflows, and stalled plans
  • Operator controls for pause, takeover, approval, replay, and restart
Request Your Proposal
Icon representing Agentic AI Maintenance

Agentic AI Maintenance

We continuously evaluate and improve the models, prompts, tools, policies, and workflows that keep autonomous systems reliable as business requirements change.
  • Evaluation suites for task success, safety, cost, and failure behavior
  • Versioned prompts, tools, policies, release approvals, and rollback plans
Request Your Proposal
CASE STUDY · HOSPITALITY AI / CUSTOMER SUPPORT AUTOMATION

5-Star Luxury Hotel: AI-Powered Customer Support for Diverse Guest Needs

A leading luxury hotel chain needed a smarter way to manage guest inquiries, service requests, and support operations across multiple channels while maintaining a premium customer experience.

Improved guest support efficiency, streamlined issue resolution, and enhanced customer satisfaction through AI-driven automation.

AI chatbot customer support solution for a leading hospitality group showing revenue growth, guest assistant, instant responses, and multi-hotel support

Secure Agentic AI Governance for Enterprise Workflows

BigOhTech enables controlled autonomy through permissioned tools, human approval gates, and auditable execution.

Agent Permissions and Role-Based Access : Tool access is controlled through scopes and allow-lists, ensuring agents perform only authorized actions.
Audit Trails and Human Approval Workflows : High-risk actions can require approval, with all decisions and approvals recorded for review.
Audit Trails and Traceability : Prompts, tool calls, approvals, and outcomes are logged for visibility, investigation, and audit readiness.
Compliance and Data Protection : Encryption, data retention, sensitive-data handling, and access policies support customer security and compliance requirements.
Data Residency and Deployment Controls : Flexible cloud, hybrid, VPC, and on-premises deployment options to meet data residency, privacy, and infrastructure requirements.
Model, Prompt, and Policy Governance : Models, prompts, tools, and policies are versioned and approved, enabling controlled updates, change tracking, and rollback capabilities.
Agentic AI workflow

Why BigOhTech for Agentic AI Development Solutions

You are not buying autonomy as a slogan. You are buying a team that proves one agentic KPI, hooks it into your systems, and keeps it safe when tools fail.

Pilot Before Full Autonomy

Start with a 40-hour free engagement on one workflow KPI so you see tool success rates before a long build.

Autonomous Workflow Execution

Agentic AI coordinates decisions, tool calls, approvals, and exceptions across connected systems to complete multi-step workflows.

Support and Maintenance Included in the Plan

Agentic AI Support and Agentic AI Maintenance are scoped up front with evals, alerts, and retrain ownership.

Published Delivery Next to the Build

DigiLawyer and other enterprise AI deliveries sit beside your agentic program as proof we ship usable systems, not slideware.

Certified Delivery Posture

We work as a CMMI Level 3 appraised and ISO 27001 certified partner when security and process evidence matter.
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Ready to prove one agentic workflow on real tools?
Schedule A Free Consultation

TRUSTED BY BRANDS

Careem
NEC
lufthsana
Airtel
paytm
scnieder
Careem
NEC
lufthsana
Airtel
paytm
scnieder
Careem
NEC
lufthsana
Airtel
paytm
scnieder
Careem
NEC
lufthsana
Airtel
paytm
scnieder

Agentic AI Solutions Across Industries

Autonomy only helps when it matches how your industry moves work. We shape agents around the systems and decisions you already trust.

View All Industries
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Healthcare

  • Intake packet assembly
  • Prior-auth follow-up agents
  • Appointment reschedule flows
  • Policy lookup with citations
  • Escalation to clinical staff
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Retail & E-Commerce

  • Order exception handling
  • Return decision assistants
  • Catalog update agents
  • Promo compliance checks
  • Support ticket resolution
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FinTech

  • KYC document chase agents
  • Case enrichment for analysts
  • Policy Q&A with audit logs
  • Fraud queue triage assists
  • Claims packet assembly
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Travel

  • Disruption rebooking assists
  • Itinerary change agents
  • Guest request routing
  • Refund eligibility checks
  • Ops alert follow-through
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Logistics

  • Exception resolution agents
  • Carrier email actioning
  • Invoice mismatch chase
  • POD issue workflows
  • Slot and dock coordination
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Media & Entertainment

  • Rights packet assembly
  • Moderation escalation flows
  • Publish checklist agents
  • Creator support triage
  • Campaign asset chasing
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Restaurant

  • Order exception agents
  • Supplier chase workflows
  • Review response drafts
  • Inventory reorder assists
  • Franchise ticket routing
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Real Estate

  • Lead qualify and schedule
  • Lease packet assembly
  • Maintenance ticket agents
  • Listing QA checklists
  • Document chase for closings
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Need agentic workflows shaped for your vertical?
Schedule A Free Consultation

Agentic AI Development Process: From Discovery to Continuous Optimization

Our six-step process takes Agentic AI from workflow discovery and POC evaluation to MVP development, production deployment, enterprise integration, and continuous optimization

01

Business Discovery & AI Strategy

We start by understanding your business goals, operational challenges, target users, and success metrics. This helps identify where Agentic AI can create the highest business impact.

02

Process Mapping & Agent Design

Our team maps existing workflows and designs the AI agent's responsibilities, decision-making boundaries, escalation paths, and interactions with users and systems.

03

Knowledge & Integration Planning

We define the knowledge sources, data architecture, APIs, enterprise systems, and security requirements needed for the agent to operate effectively.

04

Prototype & Validation

A proof-of-concept is built to validate key use cases, user experience, and technical feasibility before full-scale implementation.

05

MVP Development

We build the first production-ready version of the AI agent with essential capabilities, integrations, and automation workflows required to deliver business value.

06

Testing & Optimization

The solution undergoes functional, security, performance, and accuracy testing to ensure reliable and safe operation in real-world scenarios.

07

Deployment & Go-Live

The AI agent is deployed into the production environment with monitoring, logging, and governance controls in place.

08

Continuous Improvement & Support

We continuously monitor performance, analyze user interactions, refine workflows, and enhance the agent based on business feedback and evolving requirements.

Choose the Right Agentic AI Engagement Model

Start with a scoped autonomy pilot, expand to a full agentic build, or embed a dedicated team. Pricing stays Custom until we see your tools and risk limits.

Starter
Up to $12K
2–4 Weeks
Maintenance: $1,500 – $2,000/monthStart here
  • Green Tick Circle Fit
    1 Autonomous Workflow
  • Green Tick Circle Fit
    Single Agentic AI System
  • Green Tick Circle Fit
    Knowledge Base Integration
  • Green Tick Circle Fit
    2–3 Enterprise Integrations
  • Green Tick Circle Fit
    Human Approval Workflows
  • Green Tick Circle Fit
    Prompt & Workflow Engineering
  • Green Tick Circle Fit
    Production Deployment
  • Green Tick Circle Fit
    User Training & Documentation
  • Green Tick Circle Fit
    30 Days Support
Professional
Up to $35K
8–12 Weeks
Maintenance: $2,000 – $3,000/monthGet a proposal
  • Green Tick Circle Fit
    3–5 Autonomous Workflows
  • Green Tick Circle Fit
    Multi-Agent Orchestration
  • Green Tick Circle Fit
    Enterprise Knowledge Layer & RAG
  • Green Tick Circle Fit
    CRM, ERP, ITSM, HRMS & API Integrations
  • Green Tick Circle Fit
    Advanced Governance & Audit Trails
  • Green Tick Circle Fit
    Agent Planning & Task Orchestration
  • Green Tick Circle Fit
    Monitoring & AgentOps Setup
  • Green Tick Circle Fit
    Performance Tuning & Optimization
  • Green Tick Circle Fit
    Scaling autonomous workflows across teams
  • Green Tick Circle Fit
    60 Days Hypercare Support
Enterprise
Custom Pricing
SLA-Based Managed ServicesTalk to sales
  • Green Tick Circle Fit
    Multi-Agent Ecosystem
  • Green Tick Circle Fit
    Federated Enterprise Knowledge Architecture
  • Green Tick Circle Fit
    Complex Enterprise & Legacy Integrations
  • Green Tick Circle Fit
    Compliance & Regulatory Controls
  • Green Tick Circle Fit
    Advanced Reasoning & Decision Systems
  • Green Tick Circle Fit
    Dedicated AgentOps Team
  • Green Tick Circle Fit
    Change Management & Knowledge Transfer
  • Green Tick Circle Fit
    Dedicated Success Manager

Outcomes From Published AI Deliveries

Explore real-world AI implementations across industries, showcasing how BigOh Tech helps businesses streamline workflows, improve operational efficiency, and deliver measurable business outcomes.

View All Case Studies

BigOhTech vs Chatbot/RPA vs In-House Teams

Chatbots and RPA stop when the next step needs judgment and tools. Compare what you need when multi-step autonomy has to survive production.

Start Your Project
Multi-step planning
Tool and API actions
Human-in-the-loop
System of record write-back
Eval and monitoring
Process and security evidence
Recommended
BIgOH Logo
green check
Plan, act, and retry with traces
green check
Permissioned tool use
green check
Gates on high-impact steps
green check
CRM / ERP / helpdesk hooks
green check
Task success and failure alerts
green check
CMMI Level 3 appraised · ISO 27001 certified
Multi-step planning
Tool and API actions
Human-in-the-loop
System of record write-back
Eval and monitoring
Process and security evidence
Chatbot / RPA only
red check
Limited scripts / rules
red check
Rare or brittle
red check
Often missing
red check
Thin
red check
Demo metrics
red check
Vendor shared posture
Recommended
BIgOH Logo
green check
Plan, act, and retry with traces
green check
Permissioned tool use
green check
Gates on high-impact steps
green check
CRM / ERP / helpdesk hooks
green check
Task success and failure alerts
green check
CMMI Level 3 appraised · ISO 27001 certified
In-house only hire
yellow check
Full agent platform build
yellow check
You own connectors
yellow check
You design policy
yellow check
You own integration
red check
Permanent MLOps headcount
yellow check
You assemble audit packs

Agentic AI Use Cases for Enterprise Workflows

Explore common Agentic AI use cases for document processing, support automation, operations management, research workflows, and enterprise copilots.

Start Your Project
Icon representing Document-to-Action Agents

Document-to-Action Agents

Extract information from documents, validate key fields, and route cases or updates to the right business system
Icon representing Support Resolution Workflow Agents

Support Resolution Workflow Agents

Take a ticket from intake to suggested fix or closed loop with tool calls into helpdesk systems.
Icon representing Operations Exception-Handling Agents

Operations Exception-Handling Agents

Watch exception queues, gather context, and propose or execute the next operational step.
Icon representing Multi-Agent Workflow Orchestration

Multi-Agent Workflow Orchestration

Split planner, specialist, and reviewer roles when one agent cannot own the whole workflow.
Icon representing Research, Analysis & Briefing Agents 

Research, Analysis & Briefing Agents 

Retrieve approved sources, summarize findings with citations, and prepare a brief for human review and approval.
Icon representing Internal Copilot Agents

Internal Copilot Agents

Help staff run checklists and lookups inside CRM or ERP without leaving the screen they use.

Technologies Behind Our Agentic AI Services

Stack choice follows your cloud standards, tool surface, and how much autonomy you can defend. We stay on platforms BigOhTech already delivers with.

LangChain
LangChain
LangGraph
LangGraph
LlamaIndex logo
LlamaIndex
AutoGen
AutoGen
CrewAI
CrewAI
OpenAI
OpenAI
Hugging Face logo
Hugging Face
Semantic Kernel
Semantic Kernel
AWS logo
AWS
Microsoft Azure
Microsoft Azure
Amazon Bedrock
Amazon Bedrock
Azure OpenAI
Azure OpenAI
Google cloud
Google Cloud
Vertex AI logo
Vertex AI
VPC logo
On-prem / VPC
Python logo
Python
Typescript
TypeScript
GO logo
Go
Java
Java
SQL logo
SQL
C#
C#
MongoDB
MongoDB
Redis logo
Redis
PostgreSQL
PostgreSQL
Elasticsearch
Elasticsearch
Pinecone (Vector DB)
Pinecone
Vector stores
Vector stores
Object storage (S3 / GCS)
Object storage
Salesforce
Salesforce
odoo
Odoo
hubspot-crm
HubSpot
zoho
Zoho
sap
SAP
microsoft-dynamic-365
Microsoft Dynamics 365

Cloud and Platform Partners for Agentic Workloads

These platforms enable secure model hosting, enterprise integrations, scalable agent orchestration, and flexible deployment across cloud, hybrid, and on-premises environments.

AWS logo
AWS
Google cloud
Google Cloud
Shopify Icon
Shopify
Slack
Slack
Open AI logo
OpenAI
Microsoft Azure
Microsoft Azure
Meta logo
Meta
Zendesk logo
Zendesk
Salesforce
Salesforce
HubSpot
HubSpot
Industry Insights

Agentic AI Services That Cross the Pilot Gap

We build agents that plan and act inside your workflows so autonomy shows up as finished work, not another demo chat. Why do so many agent experiments never become scaled Agentic AI Solutions?

23% of organizations report scaling an agentic AI system in at least one business function (McKinsey, State of AI 2025).
An additional 39% say they have begun experimenting with AI agents (McKinsey, State of AI 2025).
Agentic AI Services

Capabilities That Keep Agentic Systems Reliable

These pieces combine so your agents can plan, act, and stop safely when the next step is too risky.

Icon representing Planning and Task Decomposition

Planning and Task Decomposition

Break a goal into steps the agent can track, retry, and report without losing state.
Icon representing Memory and Context Stores

Memory and Context Stores

Use shared workflow memory and approved business knowledge to keep agents consistent across multi-step tasks
Icon representing Tool and API Calling

Tool and API Calling

Let agents read and write through approved connectors instead of answering in text only.
Icon representing Agent Evaluation and Testing

Agent Evaluation and Testing

Test task success, tool accuracy, failure rates, and safety before expanding autonomous access.
Icon representing Human-in-the-Loop Controls

Human-in-the-Loop Controls

Pause for approval on high-impact actions and keep a clean handoff to operators.
Icon representing Observability, Auditability and Cost Monitoring

Observability, Auditability and Cost Monitoring

Monitor plans, tool calls, failures, workflow costs, and approvals to identify issues early.

Why Clients Love Working With Us

Check Out Our Latest Blogs

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10 Mins • Oct 7, 2026
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Frequently Asked Questions (FAQs)

What is included in Agentic AI Maintenance?

Versioned prompts and tools, eval re-runs, rollback plans, and scheduled updates when your workflows change.


How long does implementation take? 

The timeline depends on the use case, data readiness, integration complexity, governance requirements, and deployment scope. A focused validation can take several weeks, while production implementation typically requires a phased approach.

What is the difference between Agentic AI and AI Agents?

An AI Agent is a single autonomous entity designed to perform a specific task. Agentic AI is a broader system that may include one or multiple AI agents working together, making decisions, using tools, and coordinating actions to achieve complex business objectives.


What Does an Agentic AI Development Project Include?

An Agentic AI development project can include workflow discovery, KPI definition, agent architecture, tool and API integration, data and knowledge setup, guardrails, human approval controls, testing, production deployment, monitoring, and operator training. The exact scope depends on the workflow, systems, data, security requirements, and level of autonomy required.


How much does Agentic AI cost?

"Cost scale with autonomy and integration depth. A single-workflow POC starts at around $4,500. MVP builds with one channel to run $10,000–$25,000. Multi-agent systems and enterprise rollouts with CRM/ERP write-back and compliance typically range from $40,000 to $150,000+. Ongoing maintenance — evals, prompt tuning, monitoring — runs 15–20% of the original build cost per year."


How Do You Ensure Agentic AI Quality and Reliability?

We evaluate Agentic AI systems using task-success rates, tool-call accuracy, response quality, escalation performance, failure rates, latency, cost per workflow, and safety checks. Historical and staged data can be used to test the workflow before wider production deployment.


Which LLMs can be used?

Agentic AI solutions can be built using various large language models, including OpenAI GPT models, Anthropic Claude, Google Gemini, Meta Llama, Mistral, and other open-source or enterprise-grade models. The choice depends on performance, security, deployment requirements, and business objectives.


Can Agentic AI run on premises?

Yes. Agentic AI can be deployed on premises, in a private cloud, or in a hybrid environment depending on security, compliance, and data residency requirements. This is particularly important for highly regulated industries such as healthcare, banking, and government sectors.


How do you measure ROI?

ROI is typically measured through business outcomes such as reduced operational costs, time savings, increased productivity, faster response times, improved process efficiency, and higher customer satisfaction. Organizations often evaluate ROI by comparing implementation costs against the measurable benefits delivered over time.


Is Agentic AI secure?

Yes, when implemented with proper governance controls. Enterprise-grade Agentic AI solutions can include role-based access controls, audit logs, approval workflows, data encryption, compliance monitoring, model governance, and secure integrations to ensure data protection and operational security.

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