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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
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4.6/5 on Clutch

TRUSTED BY BRANDS

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NEC
lufthsana
Airtel
paytm
scnieder
Careem
NEC
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Airtel
paytm
scnieder
Careem
NEC
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Airtel
paytm
scnieder
Careem
NEC
lufthsana
Airtel
paytm
scnieder
230+Successful Projects
230+
Successful Projects

150+Satisfied Clients
150+
Satisfied Clients

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Clutch Reviews
4.6/5 | 8+ Happy reviews
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Clutch Reviews
4.6/5 | 8+ Happy reviews

CMMI level 3 logo
CMMI level 3 logo

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iso award
Clutch logo
Clutch Reviews
4.6/5 | 8+ Happy reviews
Clutch logo
Clutch Reviews
4.6/5 | 8+ Happy reviews

230+Successful Projects
230+
Successful Projects


150+Satisfied Clients
150+
Satisfied Clients

CMMI level 3 logo
CMMI level 3 logo


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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.

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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
Request Your Proposal
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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
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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
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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
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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
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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
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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.

Read the Full Story
legal assistant ( Digilawyer)

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.

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.

Integration Is Part of the Product

Agents write back to CRM, ERP, and helpdesk paths so work finishes in systems of record.

Support and Maintenance Included in the Plan

Agentic AI Support and Agentic AI Maintenance are scoped up front with evals, alerts, and retrain ownership.
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Ready to prove one agentic workflow on real tools?
Schedule A Free Consultation

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

How We Deliver Agentic AI Development Services

You get a six-step path from workflow selection to monitored autonomy, with gates so agents earn more scope only after they prove it.

01

Workflow and KPI Pick

We choose one high-volume, rule-heavy process and lock the success metric before tooling starts.

02

Eval on Real Traces

We score task success, tool errors, and escalation quality on historical and staged traffic.

03

Map Decisions and Tools

We list decision points, data sources, and APIs the agent may call, plus what stays human-only.

04

Build With Guardrails

We implement planning, tool use, and HITL checkpoints so risky actions cannot silent-commit.

05

Monitor and Maintain

We watch runs, costs, and failures, then update tools, prompts, and policies as work changes.

06

Integrate and Train Operators

We connect systems of record and teach your team when to approve, override, or pause.

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

$4,500
USD per month Billed Monthly
Start here
  • Green Tick Circle Fit
    Fixed price
  • Green Tick Circle Fit
    ~2-week delivery
  • Green Tick Circle Fit
    1 channel
Professional
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Recommended

$12,000
USD per monthBilled Monthly
Get a proposal
  • Green Tick Circle Fit
    30 days post-launch tuning
  • Green Tick Circle Fit
    RAG on your data, with guardrails
  • Green Tick Circle Fit
    Multi-channel + CRM/helpdesk
Enterprise

Custom
CustomCustom pricing
Talk to sales
  • Green Tick Circle Fit
    SSO, audit logs, compliance
  • Green Tick Circle Fit
    SLAs & dedicated suppor
  • Green Tick Circle Fit
    On-prem / VPC deployment

Outcomes From Published AI Deliveries

DigiLawyer is the closest published tool-using assistant. Hotel and Lufthansa show enterprise AI delivery we can stand next to your agentic program.

View All Case Studies
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Case Study
Lufthansa
4-5→1 moCustom onboarding reduced


AI auditsSolutions integrated to speed reviews

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
Talk to Expert
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 Development Solutions for Real Workflows

Different jobs need different autonomy shapes. Pick the pattern that matches how work already moves in your company.

Start Your Project
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Document-to-Action Agents

Read packets, extract fields, and open the right case or update in your system of record.
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Support Resolution Agents

Take a ticket from intake to suggested fix or closed loop with tool calls into helpdesk systems.
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Ops Exception Agents

Watch exception queues, gather context, and propose or execute the next operational step.
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Multi-Agent Squads

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

Research and Briefing Agents

Pull approved sources, summarize with citations, and draft the brief a human still signs off.
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
Amazon Bedrock
Amazon Bedrock
Microsoft Azure
Microsoft Azure
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
C#
C#
SQL logo
SQL
PostgreSQL
PostgreSQL
MongoDB
MongoDB
Redis logo
Redis
Elasticsearch
Elasticsearch
Vector stores
Vector stores
Pinecone (Vector DB)
Pinecone
Object storage (S3 / GCS)
Object storage

Cloud and Platform Partners for Agentic Workloads

Partners help you host models, connect SaaS tools, and scale agent traffic without locking every decision to one vendor.

AWS logo
AWS
Google cloud
Google cloud
Shopify Icon
Shopify
Slack
Slack
Open AI logo
Open AI
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).
Explore Agentic AI Use Cases
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.

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Planning and Task Decomposition

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

Keep short-term run state and longer retrieval so agents stay consistent across steps.
Icon representing Tool and API Calling

Tool and API Calling

Let agents read and write through approved connectors instead of answering in text only.
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Evaluation Harnesses

Score task success, tool errors, and unsafe attempts before you widen autonomy.
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Human-in-the-Loop Controls

Pause for approval on high-impact actions and keep a clean handoff to operators.
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Observability and Cost Controls

Trace every plan and tool call, and watch spend so runaway loops get stopped early.

Why our clients love working with us

View All Reviews

Stories and Guides Around Autonomous AI Work

Generative AI vs Traditional AI
Artificial Intelligence

Generative AI vs. Traditional AI: Which Is Better for Your Business?

Technical Writer
Gurpreet Kaur
10 Mins • Sep 30, 2025
ai software cost

How Much Does It Cost to Develop AI Software in 2026?

Technical Writer
Gurpreet Kaur
10 Mins • Apr 15, 2024
Best AI Chatbot

13 best AI chatbots for businesses in 2025 (Features & Pricing)

Technical Writer
Gurpreet Kaur
10 Mins • Jul 5, 2023

Frequently Asked Questions (FAQs)

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.


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 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."


What Ongoing Support Does Agentic AI Require After Launch?

Agentic AI systems require ongoing monitoring and optimization because models, prompts, tools, policies, data, and business workflows change over time. Support may include evaluation reruns, prompt and tool updates, failure monitoring, cost tracking, security reviews, model updates, operator support, and rollback planning.


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.


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 is included in Agentic AI Maintenance?

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


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.


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.

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AI Agent Development Service

Develop autonomous AI agents that can understand tasks, make decisions, and execute complex workflows. Improve productivity with intelligent business automation.
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Bring Your AI Agent Idea to Life

Share your project goals, timeline, and technical requirements. We'll review your requirements and send a tailored solution with an indicative estimate within 48 business hours.

Tailored proposal & project estimate within 48 hours
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Dedicated experts aligned with your time zone
Build Intelligent AI Solutions That Transform Your BusinessWhether you're looking to automate operations, deploy AI agents, build intelligent applications, or scale AI with MLOps, we help you move from strategy to production with confidence.
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