Build AI Agents for Production, Not Pilots

We architect, govern, and scale enterprise-grade AI agents your board approves, finance defends, and customers happily adopt.

Credentials
ISO 27001 Certified

Oracle Partner

SnowflakePartner

AWS Partner

Capability
16+
Years of Experience
250+
Projects Delivered
95%
Customer Retention
200+
AI-first Engineers
WHO THIS IS FOR

For C-Suite Decision Makers Leading Enterprise AI Execution

GrowExx is an AI agent development company delivering custom AI agent development for BFSI, manufacturing, healthcare, retail, and logistics. Our multi-agent systems read, reason, decide, and act inside your existing ERP, CRM, and core platforms — not alongside them — with audit-grade governance built in.
The result is the rarest outcome in enterprise AI agent development: applications a board signs off on, finance defends, and customers happily adopt. Every engagement is scoped backwards from a defended ROI model — cost-per-inference, automation rate, error reduction, and payback window — before a single line of orchestration code is written.
How we put AI into Enterprise

Thee Layers. Pick the Mix that Fits

01
AI & Data Engineering

Data platforms, MLOps, RAG pipelines; the foundation your agent runs on.

02
Custom AI Development

LLM apps, fine-tuning computer vision, predictive models built for your domain

03
GrowExx Products
Recogent, Hirin, Readerr plug straight in.
What we deliver

Our End-to-End AI Agent Development Services

Agent Strategy & Use-Case Mapping

We rank your AI agent backlog by ROI, data readiness, and compliance load, then map exactly where agents belong across your workflows. From design to go-live, with governance; everything is baked in from day one.

Custom AI Agent Development

Our custom AI agent development services engineer single-task and multi-task agents tuned to your domain — finance close, claims triage, demand forecasting, code review, support deflection. Built on RAG, function-calling, and your choice of frontier or open-source LLM.

Multi-Agent Orchestration ​

Specialist agents that collaborate, hand off, and escalate — supervised by a planner agent and a critic agent.

Enterprise Tool & System Integration​

Agents are only as useful as the systems they touch. We integrate with SAP, Oracle, Salesforce, NetSuite, ServiceNow, Snowflake, Databricks, and 200+ SaaS tools via MCP, native APIs, and custom connectors — with full role-based access control.

Evaluation, Observability & Guardrails

Every agent ships with an eval harness, prompt-injection defenses, output validators, cost dashboards, and drift alerts. You see exactly what each agent decided, why, and what it cost — in real time, in a single pane.

Managed AI Agents Operations

Post-launch, we own the operational SLA, including model retraining, prompt tuning, regression testing, vendor migration, and audit readiness, under a fixed-fee MSA. Your team focuses on outcomes, not on chasing hallucinations at midnight.

Industries we serve

AI Agents, configured for how your industry actually runs

Four focus industries. Each with a specific playbook for AI Agents.

The Challenge

A retail bank’s reconciliation team matches 40,000+ daily transactions across core banking, card network files, and Nostro statements. Breaks sit in Excel for 10–14 days. Every flagged item needs an audit-defensible trail before RBI/SEC filing.

How AI Agents Help

We build a Reconciliation Agent on Claude Agent SDK + LangGraph that ingests SWIFT MT940, card scheme files, and core banking extracts; matches at transaction level using a fuzzy-match + LLM-reasoning pipeline; auto-resolves 85%+ of breaks; and routes the rest to an analyst with rationale and source records attached.

Deliverables

A production agent deployed inside your VPC. Eval harness tuned to your reconciliation rules. Versioned audit log (prompt, decision, evidence) per RBI/SEC requirements. Integration with Finacle/T24/Flexcube and your GL via MCP. Analyst review console with one-click approve/escalate.

Quantified Result

10 days → 2

Faster month-end close at a Tier-1 private bank in India.

The Challenge

An auto-components plant runs 14 production lines on PLCs feeding a SAP MES. When a defect spike hits, engineers spend 6–9 hours pulling PLC tags, quality logs, and shift notes to find root cause. Lines run hot or stop.

How AI Agents Help

We build a Root-Cause Analysis Agent that subscribes to MES alarms via MQTT, pulls correlated PLC tag history from OSIsoft PI, reads shift handover notes and 8D reports in SharePoint, and proposes a ranked root-cause hypothesis with evidence. A Maintenance Agent then drafts the work order in SAP PM and assigns by skill and shift.

Deliverables

RCA agent + Maintenance agent on the same orchestrator. PI Historian + SAP MES + SAP PM connectors. Confidence-scored hypotheses with linked telemetry. Auto-drafted work orders requiring supervisor sign-off. Eval suite tested against your last 12 months of incidents. ISO/IATF 16949 audit log.

Quantified Result

9 hrs → 22 min

Mean time-to-root-cause at a global auto-components supplier

The Challenge

A specialty-care network submits 1,200 prior authorizations a week across Aetna, UHC, and BCBS. Each takes 5–10 days, requires payer-specific clinical criteria, and ties up two FTEs. Denials run 18%, mostly for missing evidence — not clinical merit.

How AI Agents Help

We build a Prior-Auth Agent that reads the patient’s Epic chart (problem list, labs, imaging, notes), matches against the payer’s published medical policy, assembles the packet with cited evidence, and submits via the payer portal or 278 transaction. PHI never leaves your VPC. Every output is signed off by a clinician before submission.

Deliverables

Prior-Auth Agent integrated with Epic via FHIR and your clearinghouse via 278/275. Payer-policy retrieval index, refreshed weekly. Clinician review UI with policy citations and chart evidence side-by-side. HIPAA-compliant audit log of every PHI access. Eval suite scored against your last 6 months of approvals/denials.

Quantified Result

18% → 6% denial rate
Prior-auth turnaround at a US specialty-care network

The Challenge

A national fashion retailer runs 240 stores + e-commerce on Shopify Plus, with inventory in Manhattan WMS and orders in NetSuite. Support handles 9,000 tickets/week. Stockouts on top-100 SKUs hit 31% during promos because demand signals lag, and replenishment is weekly.

How AI Agents Help

We build two agents on a shared orchestrator. A Demand & Replenishment Agent forecasts SKU/store daily, watches POS in near real-time, and triggers cross-store transfers and reorders against margin and capacity guardrails. A Customer-Service Agent resolves “where’s my order,” size exchanges, and returns end-to-end across Shopify, Manhattan, NetSuite, and the loyalty CDP — escalating only edge cases.

Deliverables

Two production agents, one orchestrator. Forecast model + reinforcement-learning reorder loop tuned to your SKU history. Shopify/Manhattan/NetSuite/CDP connectors via MCP. Margin and stock-position guardrails enforced in the agent runtime. Auto-resolution + supervisor review queue. A/B harness for prompt and policy changes.

Quantified Result

48 hrs → 4 min
ticket resolution for National fashion retailer

See how we did 10 days → 2 for a similar BFSI client.

Industry-specific reference architecture. 20 minutes. No slides.

How we deliver

Five steps. One discipline. Enterprise AI agents that reach production.

Click any step to see what happens inside it and the tooling we deploy with.

Step 01 · Discovery

Map where AI agents actually belong in your enterprise.

We rank your agent backlog by 12-month payback, data readiness, and compliance load — and write the business case your CFO’s office will sign before a model gets touched.

Output: A defended ROI model and a prioritized backlog of the next enterprise agents

Step 02 · Design

Architect the agent system before a line of enterprise code ships.

We design orchestration, tools, memory, guardrails, and escalation paths — then red-team the system against hallucination, prompt injection, tool misuse, and runaway cost.

Output: An architecture review signed off by Security, Legal, and IT, plus a written eval plan tied to your acceptance thresholds.

Step 03 · Build

Engineer enterprise agents, evals, and human-in-the-loop in parallel.

Every commit runs through automated evals. Observability and the reviewer UX are wired in from day one — not bolted on after the demo.

Output: A staging-grade enterprise agent passing your acceptance benchmarks, with full eval coverage and observability live.

Step 04 · Pilot

Ship a controlled enterprise pilot — and harden before you scale.

We run against a pre-set acceptance threshold, then harden security, observability, and cost-per-task economics before broad rollout across business units.

Output: A production agent live inside your enterprise environment, plus a quarterly ROI review cadence with the business owner.

Step 05 · Operate

Own the agent’s compounding value across the enterprise, not just its launch.

Under a fixed-fee MSA, we own retraining, prompt versioning, drift detection, model-vendor migrations, and audit readiness — so the agent improves quarter over quarter instead of decaying after go-live.

Output: A quarterly board-grade scorecard — usage, freshness, cost-per-query, and payback.

Why GrowExx

Why Choose GrowExx for AI Agent Development

01

ROI Defended Before Code Is Written

We refuse projects without a defended payback model. If we cannot prove 12-month ROI on paper, we will not put it on a roadmap. That discipline is why our agents survive budget reviews — and why our clients renew.

02

Vendor-Neutral by Design

We are not paid to push GPT, Claude, Llama, or Gemini. Every engagement starts with a model-routing decision based on accuracy, cost, latency, and data residency — not vendor incentive. You walk away with a stack you can swap, not a stack you are stuck with.

03

Built-in Governance, not Bolted On

Audit trails, prompt versioning, output validation, PII redaction, and human-in-the-loop escalation are part of the foundation — not features added when legal pushes back. Pass internal audit and external regulator scrutiny on day one.

04

95% Client Retention

95% clients extend the engagement. Not because they have to, because we ship outcomes, not invoices.

05

Fixed Outcome Pricing Available

Tired of T&M scope creep? We offer fixed-outcome contracts on most AI agent engagements. You pay for results, we absorb estimation risk.

06

AI-Driven Development

Our 8-agent autonomous dev workflow cuts delivery cycles by up to 40%. Same quality, shipped cleaner, on shorter timelines.

Explore how AI Agent Development Services can help

Selected work

Real-World AI Agents Case Studies & Success Stories 

Explore our latest case studies to see exactly how we deliver ROI for brands just like yours.

What our clients say

The CFOs and CIOs we've worked with.

"

GrowExx is the only partner who refused to start coding until we agreed on the ROI math. That discipline is exactly why our reconciliation agent shipped on time, on budget.

CFO
Global Finance Group
AI Agents
BFSI
"

We had three AI vendors. Two showed us demos. GrowExx showed us the eval harness, the cost-per-task dashboard, and the rollback plan. That's why they got the contract — and the renewal.

VP Operations
Apex Enterprise
Enterprise AI
Logistics
"

Their team treats every agent like a regulated piece of software, not a science project. That's the difference between a pilot you brag about and an agent your auditor signs off on.

Chief Risk Officer
Vanguard Manufacturing
AI Agents
Manufacturing

Talk to the team behind these outcomes.

From our insights

Stay up to date with our recent posts

Featured Product

Recogent — an AI agent built for the reconciliation problem this page describes.

A pre-built AI agent, deployed in weeks. Handles bank, GL, AR, AP, intercompany, and fixed-asset reconciliation with AI that surfaces only the exceptions you need to touch.

Recogent· Live metrics
99%
Less manual effort
99%
Match accuracy
<4 wk
to go live
Related services

Where to go next.

Embed a domain-tuned copilot inside the apps your teams already use.

 

 

Production-grade GenAI for content, code, and customer experience.

 

 

 

C-suite advisory: roadmap, ROI, governance, and operating model.

 

Pre-production audit of AI features for security, compliance, and performance.

 

 

 

Frequently asked

FAQs about AI Agent Development Services

AI agent development services engineer autonomous software systems that perceive context, reason over goals, call tools, and act inside enterprise systems — with governance and evaluation built in. Unlike chatbots, agents execute multi-step workflows and are accountable to a P&L outcome.
Most AI agent pilot engagements are delivered within $25K–$100K, allowing organizations to validate business impact with controlled investment and measurable outcomes. For enterprises requiring multi-agent orchestration, advanced automation, and industry-specific AI platforms, engagements typically range from $150K–$1M+. Every proposal includes a defined ROI framework and payback analysis before implementation begins.
Most single-agent deployments reach production in 2-4 months. Multi-agent systems with deeper integrations land in 16-24 months.
We are vendor-neutral. We choose between GPT, Claude, Llama, Gemini, Mistral, and Qwen based on accuracy, cost, latency, and data residency. Frameworks include LangGraph, CrewAI, AutoGen, Microsoft Agent Framework, and the OpenAI Agents SDK, with MCP for tool integration.
Agents deploy in your VPC, on-prem, or in a BAA/DPA-covered cloud region. We ship with PII redaction, prompt versioning, immutable audit logs, role-based access control, and output validation. Growexx is ISO 27001 and SOC 2 Type II certified, with delivery teams trained on GDPR, HIPAA, and sector-specific regimes.
Under our managed AI agent operations MSA, we cover 24×7 monitoring, retraining, prompt tuning, regression testing, vendor migration, and audit readiness — with named engineers and quarterly board-grade ROI scorecards. Standard production SLA is 99.9% availability with defined response and resolution windows.
Yes. We have production integrations with SAP, Oracle, Salesforce, NetSuite, ServiceNow, Snowflake, Databricks, Workday, and 200+ SaaS tools via native APIs, MCP servers, and custom connectors. We also bridge to legacy mainframes via RPA where APIs are not exposed.
Every engagement defines 3-5 economic KPIs upfront, including automation rate, cost-per-task, cycle-time reduction, accuracy lift, and revenue impact, and reports them quarterly. We instrument cost-per-inference, cost-per-task, and drift signals so finance has the same level of visibility it has on cloud spend.
Most of our clients start there. We offer a 2-day Agent Readiness Workshop and an executive enablement program for product, engineering, and operations leadership. Co-build models, where our engineers pair with yours, accelerate internal capability while we deliver the first production agent.
On qualifying engagements, yes. We tie a portion of fees to measurable business outcomes — accuracy thresholds, automation rate, cycle-time targets, or P&L lift. We do not bet on every project; we bet on the ones where we have full control over data, integrations, and the eval harness.
Let's talk

Let's Create Your Custom AI Agent Roadmap

Share your business goals and workflows. We’ll identify the AI agents that can create the greatest impact, along with estimated costs, timelines, and expected ROI.

No sales pitch
NDA on request
Reply within 1 business day

Hire Dedicated Developers

To supercharge your software development cycle

process icon

Enhance Your Team's Success with our provision to Hire Developers Remotely

Path
tick

Choose and hire remote developers from our existing roster

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Incrementally grow your offshore software developers team size and productivity in a cost-safe fashion

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Know that every team member will follow the agile scrum methodology standards

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Retain teams permanently without fear of losing your legacy knowledge base​

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Test team size and resource allocations against cost and productivity goals on a sprint-to-sprint basis

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Pre-order expert resources which we help source off-shore and bring into the engineering fold

Product Roadmap for a
Digital Platform for
Algo Trading Software

digital platform for algo trading software
hire dedicated development teams

Add dedicated software development team to your software project

1

They are creative tech geeks with a problem-solving mindset. And are capable of architecting complex software solutions.

2

If you’re looking to hire software developers who are tech nerds, creative, and thrive on challenges, you’ve come to the right place. At GrowExx, we believe in feeding our staff a continuous diet of complex code and architectural objectives that require quick fixes if we want to see them flourish.

3

Hire remote developers with ample experience of delivering solutions to MNCs while being part of a global team. Our offshore dedicated development team enjoy taking on new challenges while staying in the lane of our domain expertise. They challenge themselves to constantly learn, grow, and upskill.

 
 
4
Our company and team members have ‘grown up’ providing solutions to companies all around the globe. Hiring offshore software developers can bring many benefits, including cost savings, access to specialized skills.
 
5

They are experts in their domain as if they’re doing it for fun. And they’re always looking to upskill.

6

They convey message easily. You’ll be updated by daily stand-ups and scrum timelines.

7

Post Covid they have mastered the art of working from anywhere… (though we miss them at office sometimes).

Want to hire dedicated development team?​

Why you need an offshore dedicated development team

Are you a trying to scale-up? Do you need to quickly find Experts to solve a narrow problem?

We offer specialists of any seniority and expertise in quick time

Are you facing tight deadlines and need to nudge your current team from a “crawl’ pace to ‘run’ in sprint performance?
 

Meet tight deadlines by boosting your capacity with remote specialists.

Are you trying to minimize expensive administrative costs and operational overhead?

Lead your development process while avoiding administration.

Dedicated software development teams for hire set-up process

product discovery workshop
  • Connect with us
    Let us know your project requirements; specifications, tech expertise needed and the required size of the team.
  • Short-list candidates
    We’ll provide you with a list of candidates that we think matches your requirements.
  • Hire dedicated developers
    Talk to the short-listed developers. Interview them, check their technical and communication skills and create your own offshore tech team.
  • Team management
    We start instantly. Our developers follow agile scrum methodology so that you can measure incremental development.
  • Scale your team
    An internal delivery schedule to fine-tune requirements planning. An initial evaluation of the product’s implementation costs.
  • Scope of Scaling
    Do we really need to explain this? This is what you’re looking for. One-stop solution to manage your project.
 Vikas Agarwal - Founder GrowExx
Vikas Agarwal - Founder GrowExx
Hi there!

I help clients accelerate their digital growth through software engineering and digital product development.
I also act as an advisor to help guide technology decisions and assess digital growth.

Let us team up and build something awesome !

Our Technology Expertise

SUCCESS STORIES

Our Work

Products we've delivered

Testimonials
What our clients say

We partner with individuals and organizations on their journey to digital transformation. See how startup founders around the world have leveraged our services to build great products and even stronger relationship with their customers.

FAQs

We have all embraced remote working in the last one year. Hence, you have diverse options to hire or outsource your software needs. However, only a few countries can boast of a bigger talent pool as India, with Ukraine and Poland increasing their prominence in the last few years.

  • Questionnaires – Programming questionnaires are a great way to identify truly smart programmers
  • Automated testing – Many platforms offer a library of tests to choose from, including tests covering just one topic as well as multiple categories like CSS, HTML, and JavaScript.
  • Live Coding – these tests can display a multitude of components – problem-solving methods, the ability to collaborate and communicate with team etc.

We have an agile team of enthusiastic software programmers with diverse skill-set. The said developers will get proper assistance in due time by one of our team members.

Yes. like that would never happen but in the worst-case scenario, you can hire remote developers of your choice make changes in your dedicated software development team.
 

We sign a Non-Disclosure Agreement with all of our clients before the start of the project. We also cover intellectual property rights in the NDA and that you will remain the sole owner of the product and everything related to it.

Looking to build a digital product?
Let's build it together.

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