March Code
Service

AI Agent Development for Business

An AI agent on your data: it answers customers in chat, WhatsApp and Telegram, sorts documents and prepares reports 24/7. Zero hallucinations: every answer links to its source. Prototype free, pilot from $3,900

Demo in 3–5 daysfree, before any contract
from $3,900transparent quote
13+ yearsof founder experience · US, Europe, CIS

Free consultation · 30 minutes · No obligation

Cost
from $3,900
First step
An agent prototype on your data in 5 days, free
First paid stage
A pilot on one process: from $3,900, 14 days
  • Quote in 24 hours
  • Pay by stage
  • Your code from day one
  • Weekly demos
  • 3-month warranty
  • Contract and invoices

Telegram @marchcode · info@march-code.tech · Mon–Fri 9:00–18:00 Central European time, and on Telegram we reply outside these hours too

When it matters

Situations where we help

If you recognize even one, we can be useful

01

A manager spends 2 hours every morning comparing 50 quotes

Pulling prices, terms and lead times out of PDFs and spreadsheets, putting them in one table, finding the best offer. That's 500 hours a year on work an AI agent does in 3 minutes with 97% accuracy.

02

A customer waits 4 hours for an answer to a routine question

A lawyer answers routine questions by hand. By the time the answer arrives, 20–30% of customers have already gone to a competitor whose AI bot replies in 30 seconds.

03

Your best salesperson closes 40%, the rest close 20%

The best performer's knowledge, scripts and instincts live in their head. New managers reach only half of their results. An AI agent scales that expertise across the whole team.

04

ChatGPT made up a product and quoted the wrong price

Plain ChatGPT without your context hallucinates. The customer got wrong information, and the trust is gone. A RAG agent answers ONLY from your data: catalog, price list, documentation.

Let's estimate the budget for your task

Describe your task and we'll come back with a timeline and cost estimate within 1 business day. Want to see the product before the numbers? We'll build a free prototype.

Get a quote
What you get

Features and benefits

Concrete results we deliver for you

01

50 quotes in 3 minutes instead of 2 hours

The AI agent extracts data from PDFs, scans and Excel files. It compares vendor quotes, spots anomalies in contracts and builds summary tables. 97% accuracy, 40 times faster than a person.

02

75% of questions handled without an operator

A RAG-based AI agent answers from your knowledge base, and every answer links to its source. Proven on a guest messaging platform: 75% of questions handled without an operator, replies in 2 minutes instead of 41, zero hallucinations about prices. Anything complex goes to a person with the full context.

03

An AI sales assistant with live prompts

The agent analyzes sales conversations and suggests scripts and arguments based on what works best. Managers' conversion rates grow by 15–25%, and onboarding new hires shrinks from 3 months to 3 weeks.

04

10,000 documents, a report in minutes

Upload 10,000 reviews, tickets or contracts, and the agent finds patterns, classifies them and writes a report. Marketing gets sentiment analysis, legal gets a risk review.

05

Integration with your ERP, CRM, WhatsApp and Telegram

The agent works inside the tools you already use: it answers in WhatsApp, Telegram and your website chat widget, creates records in your CRM and updates data in your ERP or accounting system. No new interfaces, just automation of what's already there.

06

Self-hosted models on your servers

For confidential data, self-hosted models (Llama, Mistral). For everything else, the APIs of major models with encryption. Data protection rules such as GDPR are built in from the start.

Process

How we work

A transparent process with clear stages and deliverables

1
Stage 1

A free prototype in 5 days

Send us 5–10 “question → correct answer” examples, and we'll build a prototype agent on your data. You judge the quality of the answers before paying anything.

2
Stage 2

Discovery: ROI points in 3–5 days

A process audit, 3–5 points to automate and an ROI estimate for each. We pick the pilot scenario with the highest return.

3
Stage 3

A pilot on your data in 14 days

A working agent on real documents and questions, from $3,900. You see the answer quality, data extraction accuracy and projected savings before any major investment.

4
Stage 4

Agent development: 6–8 weeks

A RAG system, integrations with your CRM, ERP, WhatsApp and Telegram, quality monitoring, edge case handling. A demo every 2 weeks.

5
Stage 5

Testing and prompt calibration

A/B tests against people, prompt tuning, calibration of confidence thresholds. The agent knows when to hand a question over to a person.

6
Stage 6

Launch and quality monitoring

A quality dashboard: share of correct answers, fallbacks to a person, knowledge base updates. The agent gets smarter every week.

Cost and timeline

What it costs

You get an exact quote within 24 hours of the call

Cost
from $3,900
What's included
  • An agent prototype on your data: free, 5 days
  • A pilot on one process: from $3,900, 14 days, payback in 3–6 months
  • A production agent with integrations (CRM, ERP, WhatsApp, Telegram): from $14,900
  • Quality monitoring and knowledge base updates after launch

The final cost depends on scope. We'll work it out after a short call.

Prices shown are indicative and for information only; they are not a binding offer. The final cost is set in the contract once the project requirements are agreed.

AI agents: a free prototype first, the decision after the numbers

It works like this: send us 5–10 “question → correct answer” examples, and in 5 days we'll build a free prototype agent on your data. If you like it, a pilot on one process takes 14 days and starts at $3,900: sorting incoming email, qualifying leads, searching your document base. You see on real data how many hours the agent takes off your staff, and only then decide on a production rollout from $14,900. Our clients' pilots paid back in 3–6 months through payroll savings.

For a sense of scale, see the agent that went through 100,000+ sales calls and turned them into reports for the head of sales. If you're not sure whether you need an agent or a scripted bot will do, we'll tell you on the first call: a bot is the cheaper choice whenever the dialogue fits a fixed script. Budget ranges are broken down in our article on how much an AI agent costs. If you're still choosing a direction, start with the overview page on AI integration for business: a free audit ranks agents, computer vision and predictive analytics by payback.

Case studies

Real results

Projects where we applied this service

Case study: AI Guest Messaging Bot for an Apartment Management Company in Spain
<2 minto reply to a guest, down from 41 minutes

AI Guest Messaging Bot for an Apartment Management Company in Spain

Hospitality and rentals

An AI bot answers guests of 256 apartments on Airbnb, Booking.com, WhatsApp and email in 8+ languages, sends smart lock codes and escalates tricky questions to managers. Replies in 2 minutes instead of 41.

<2 minto reply to a guest, down from 41 minutes
75%of questions closed by AI with no human
256apartments covered
0made-up prices or rules
Case study: Revizor: AI sales and demand analytics on top of Bitrix24
100,000+calls processed by AI

Revizor: AI sales and demand analytics on top of Bitrix24

Sales and demand analytics

An analytics platform on top of Bitrix24 (a CRM popular in Russia and Eastern Europe): AI analyzes calls and chats, scores every deal and every sales rep's work, maps demand by city and product, collects complaints for production, and checks CRM data against what was actually said to the customer.

100,000+calls processed by AI
30,000+deals and leads analyzed
6 weeksfrom zero to production
100%verifiable numbers
Case study: ERP modernization and a B2B portal for an auto parts distributor
70%of orders go through the portal

ERP modernization and a B2B portal for an auto parts distributor

Auto parts and distribution

Experience from our CTO's portfolio: ERP modernization and the launch of a B2B portal for a large auto parts distributor with a catalog of 500,000+ items. 1C (a popular ERP and accounting platform in Eastern Europe) connected via REST API, search by VIN and cross-reference numbers through TecDoc, dealer accounts with personal pricing. The project was completed before March Code was founded.

70%of orders go through the portal
500K+catalog items with VIN search
into 1Corders arrive with no manual entry

«Dealers stopped calling managers to ask whether something is in stock: they see the stock in the portal themselves. An order takes minutes and goes into 1C without anyone retyping it. Within a year, 70% of our total turnover went through the portal, and that changed how our sales department works.»

— Sergey Deineko, Business Development Director

FAQ

Frequently asked questions about AI Agents

Answers to the questions we hear most often

An AI agent prototype on your data in 5 days

Pilot from $3,900, prototype free

Prices are indicative and not a binding offer.

We build an agent prototype for one scenario using your examples, so you can judge answer quality before signing.

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