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

We help you build AI systems that take multi-step actions inside your stack, with clear autonomy limits, human checkpoints, and monitoring after go-live.
Agents that plan tasks and use approved tools and APIs
Human-in-the-loop gates on irreversible actions
Integration into CRM, ERP, and ops systems you already run
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4.6/5 on Clutch3,200+ satisfied clients
TRUSTED BY BRANDS
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300+Successful Projects
300+
Successful Projects

3,200+Satisfied Clients
3,200+
Satisfied Clients

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G2 Reviews
4.6/5 | 18k+ Happy reviews
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G2 Reviews
4.6/5 | 18k+ Happy reviews

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G2 Reviews
4.6/5 | 18k+ Happy reviews
g2RatingImage
G2 Reviews
4.6/5 | 18k+ Happy reviews

300+Successful Projects
300+
Successful Projects


3,200+Satisfied Clients
3,200+
Satisfied Clients

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new


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Agentic AI Development Services We Deliver

From the first workflow map to Agentic AI Support after launch, you get agent work scoped to actions your business can trust.

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Autonomy Boundary Design

We define what the agent may decide alone, what needs approval, and what must never run without a human.
  • Risk classes for spend, delete, send, and write actions
  • KPI lock before any multi-step autonomy goes live

Icon representing Tool-Connected Agent Builds

Tool-Connected Agent Builds

We wire agents to the APIs, databases, and apps that actually move work forward in your company.
  • Tool permissions and scoped credentials
  • Retry, fallback, and failure paths operators can read

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

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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

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System Hookups

Agentic AI Integration Services style work without the brochure label: agents that write back into systems of record.
  • CRM, ERP, helpdesk, and cloud connector paths
  • Event triggers so agents run when work arrives

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Runtime Support

Agentic AI Support that watches runs, costs, and failures after the first production week.
  • Alerting on tool errors and stalled plans
  • Operator playbooks for takeover and restart

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Agentic AI Maintenance

Models, prompts, tools, and policies change. We keep agents evaluated and updated on a owned cadence.
  • Eval suites for task success and safety checks
  • Versioned prompts, tools, and rollback plans

CASE STUDY · LEGAL TECH / TOOL-USING AGENTDigiLawyer: A Legal Assistant That Acts on Live Sources, Not Scripts Alone

DigiLawyer needed an assistant that could pull live legal context and answer rights questions, including for users in tier 2 and tier 3 cities.

Over 200 daily user queries in the first month, with legal research time reduced from hours to seconds.

Read the Full Story
legal assistant ( Digilawyer)
Autonomy With Brakes, Tools With Permission

Demo agents look clever until they call the wrong API. You need Agentic AI Solutions that act inside limits your risk team can defend.

Permissioned Tool Use — Every tool call sits behind scopes and allow-lists so agents cannot invent access they were never given.
Human Gates on High Impact — Spend, delete, send, and policy-sensitive steps stop for approval before they commit.
Traces You Can Audit — Plans, tool calls, and outcomes are logged so engineers and compliance can replay what happened.
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
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Fixed price
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~2-week delivery
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1 channel
Professional
star icon
Recommended

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

Custom
CustomCustom pricing
Talk to sales
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SSO, audit logs, compliance
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SLAs & dedicated suppor
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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
DigiLawyer
200+Daily user queries in the month

Hours→secLegal research time

Why Teams Choose BigOhTech as an Agentic AI Development Company

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
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
Talk to Expert
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.

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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
On-prem / Hybrid
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 InsightsAgentic 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 AI Agent 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.

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.

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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.

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.

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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
Clutch review

Our awards and accolades validate our work; we are the best application development company in India & USA.
Ikshit Chhabra
Deputy GM@Apollo Health & Lifestyle Ltd
1 year ago
The team managed to overcome the challenges and deliver the project without compromising on quality.
View LinkedIn
Manish Saini
Former CEO@Ferns N Petals
2 weeks ago
"Delivering quality work was a motivation for their team."
View LinkedIn
Sudha Gupta
Sr. Project manager@Flydocs
2 weeks ago
"Overall, their approach was flexible and focused, ensuring that our needs were met effectively."
View LinkedIn

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 Read • Sep 30, 2025
ai software cost

How Much Does It Cost to Develop AI Software in 2025?

Technical Writer
Gurpreet Kaur
10 Mins Read • 15/04/2024
Best AI Chatbot

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

Technical Writer
Gurpreet Kaur
10 Mins Read • 05/07/2023

Frequently Asked Questions (FAQs)

Can you help us build AI systems that act inside our CRM and ERP?

Yes. We design tool connectors and write-backs so agents update the systems your teams already run.

Yes. We design tool connectors and write-backs so agents update the systems your teams already run.

What does Agentic AI Integration Services involve?

It covers API and middleware hooks, event triggers, auth scopes, and failure handling so agents run when work arrives.

It covers API and middleware hooks, event triggers, auth scopes, and failure handling so agents run when work arrives.

Can we start with a low-risk pilot?

Yes. You can begin with a 40-hour free engagement on one workflow before a full agentic build.

Yes. You can begin with a 40-hour free engagement on one workflow before a full agentic build.

How do you keep agents from taking unsafe actions?

Allow-listed tools, HITL on high-impact steps, and traces so every plan and tool call can be audited.

Allow-listed tools, HITL on high-impact steps, and traces so every plan and tool call can be audited.

How do Agentic AI Development services differ from a single chatbot project?

Agentic work includes planning, tool permissions, HITL gates, integration into systems of record, and monitoring after launch.

Agentic work includes planning, tool permissions, HITL gates, integration into systems of record, and monitoring after launch.

What is included in Agentic AI Maintenance?

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

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

Do we need Agentic AI Support after go-live?

Yes for production. We watch failed tool calls, stalled plans, and cost spikes, then tune prompts, tools, and policies.

Yes for production. We watch failed tool calls, stalled plans, and cost spikes, then tune prompts, tools, and policies.

Why choose BigOhTech as an Agentic AI Development Company?

You get pilot-first delivery, certified process posture, and published enterprise AI outcomes next to agentic builds that must survive production.

You get pilot-first delivery, certified process posture, and published enterprise AI outcomes next to agentic builds that must survive production.

What are Agentic AI Solutions?

They are systems that plan multi-step work, call approved tools, and finish tasks with clear limits, not chatbots that only reply in text.

They are systems that plan multi-step work, call approved tools, and finish tasks with clear limits, not chatbots that only reply in text.

How autonomous should the first agent be?

Start narrow. Prove one KPI with tight permissions, then widen autonomy only after evals and operators agree.

Start narrow. Prove one KPI with tight permissions, then widen autonomy only after evals and operators agree.

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