AI for analyzing tender documentation under Russian procurement laws 44-FZ and 223-FZ

Why tender documentation is a job for AI

A typical tender documentation package for an electronic auction — the notice, the description of the procurement object, the draft contract, the bid requirements — runs to dozens of pages where the critical parts hide behind references to statutes and government decrees. Miss the national-regime requirement for a registry entry in GISP and your bid gets rejected. Overlook the fact that cutting your price by more than 25% triggers anti-dumping measures under Article 37 of 44-FZ, and you will suddenly owe increased security you did not budget for.

223-FZ is even trickier. The law itself is a framework — roughly 20 articles versus 114 in 44-FZ — and the actual rules are set by each customer in its own Procurement Regulations. There are more than a hundred thousand such customers, and everything varies: single-supplier thresholds, e-shop limits, payment terms, prequalification requirements. For the largest customers, prequalification is a project in itself: getting into Gazprom's registry of potential suppliers takes 10–12 months, while Rosneft's qualification is valid for 18 months and requires a package of dozens of documents.

No human can hold all of that in their head for every tender. An AI agent can: it reads the documentation of a specific procurement and answers "what is required of me", "what are the deadlines", "what happens if…" — with references to specific articles.

Tender documentation analysis: three classes of tools — and what only the agent can do

1. Tender search engines and aggregators. They scan the unified procurement system (EIS) and trading platforms by keywords and OKPD2 codes and send you shortlists. Useful for the pipeline, but the analysis is still on you: an aggregator will not tell you whether you satisfy Article 31 requirements or whether the spec has been quietly tailored to a particular supplier.
2. Counterparty screening services. Kontur.Focus and its peers score risk by tax ID (INN): registry status, bankruptcy, litigation, enforcement proceedings, procurement history. A mandatory step — but it screens the customer, it does not parse the documentation.
3. AI agent. It combines both layers and adds the key piece — reading the documents. The agent breaks down the notice and the draft contract, maps the requirements to your capabilities, screens the customer via the official Kontur.Focus API, and merges everything into one verdict: bid or pass, what to prepare, where the risks are.

From here on, "agent" means only the third class. Samreshuuu has dedicated expert skills for this: one covers the 44-FZ contract system (procurement methods, bidder requirements, anti-dumping, the national regime under Decree No. 1875, appeals to the FAS antimonopoly service), the other covers 223-FZ specifics (Procurement Regulations, SME preferences, prequalification at major customers, 150+ trading platforms). The skills activate on their own whenever the task is about procurement — no manual selection needed. For how the agent works overall, see the AI for business overview.

Setup in plain words, not development

The agent needs no scripted scenarios and no integrators: you assign the task in a chat, the way you would brief an employee.

If the task is more complex, the agent assembles the chain of actions itself: documentation first, then customer screening, then a checklist with dates.

How a supplier prepares for a tender with an AI agent: step by step

Preparing the tender documentation itself — the bid, the declarations, the supporting documents — stays on your side, but the agent covers the entire analytical run-up and builds the checklist that the package is assembled against.

1. Identify the governing law. A state customer (a ministry, a hospital, a school) means 44-FZ with uniform strict rules. A state-owned company or a natural monopoly means 223-FZ — and then the agent starts with that customer's Procurement Regulations, because that document, not the statute, defines its thresholds, deadlines, and requirements.
2. Check yourself against the baseline requirements. Under Article 31 of 44-FZ a bidder must, among other things, be absent from the register of unreliable suppliers (RNP) and have no tax arrears. Landing in the RNP blocks procurement participation for two years, so the agent checks the register for both you and the customer. If your activity is licensed, the license must be in place before bidding — see the guide on licensing under 99-FZ.
3. Screen the customer. The agent calls Kontur.Focus by INN: registry details and status, an express risk score with red and green markers, and, where needed, drill-downs into bankruptcy, litigation, enforcement, finances, and procurement history. The connection is set up in "Settings → Integrations" with your own API key.
4. Break down the documentation. From the notice and the draft contract the agent extracts: the procurement method (auction under Article 49, tender under Article 48, or a request for quotations under Article 50 — capped at an initial price of 3 million rubles), the bid and contract security amounts, the national-regime requirements (a ban, the "second is out" rule, or the 15% preference under Decree No. 1875), and the submission and performance deadlines.
5. Run the economics and the risks. If you plan to bid aggressively in the auction, the agent flags the anti-dumping threshold: dropping more than 25% below the initial price triggers increased security or a proof of good standing under Article 37.
6. Choose your control mode. Analysis and drafts run automatically; anything that leaves the building goes through draft-then-approve by default. The decision to participate and the bid submission always stay with you.

How 44-FZ and 223-FZ procurement differ: the table

The practical takeaway: for 44-FZ procurement you build the process once and then repeat it; 223-FZ procurement means every new customer comes with a new set of Procurement Regulations to read from scratch. That is exactly where AI saves the most time.

Honest about the downsides

If you submit one or two bids a year to a familiar customer with boilerplate documentation, an agent is overkill: it is cheaper to work it out once yourself or pay a tender specialist for one-off support. AI consultation means preparation and analysis, not representation: your company signs the bid, bids in the auction, and answers under the contract, and a dispute before the FAS or in court is better handled with a human lawyer — the agent will prepare the factual record and a draft complaint, but it will not replace your representative. One more honest boundary: the agent works with the documents it is given and with current rules, but the final check of dates and current wording before submission should be done against the primary source — mistakes in procurement are expensive.

Checklist: how to choose AI for tenders

1. Does it read the documentation or only find tenders? An aggregator finds the procurement but cannot tell you whether you qualify.
2. Does it know the difference between 44-FZ and 223-FZ? An answer of "per the customer's Procurement Regulations" instead of a generic 44-FZ quote is the mark of real expertise.
3. Does it screen the customer? INN-based scoring via an official API (Kontur.Focus) should be part of the analysis, not a separate manual chore.
4. Does it answer with article references? "Increased security because of Article 37" is verifiable; "that's the rule" is not.
5. Is there an approval mode? Anything beyond a draft should require your explicit yes.

Frequently asked questions

What is AI for analyzing tender documentation under 44-FZ and 223-FZ, and how does it work? It is an AI agent that reads the notice, the technical specification, and the draft contract, and answers the practical questions: bidder requirements, security amounts, deadlines, national-regime restrictions. Unlike a tender aggregator, it works with the content of the documents, not the procurement listing. Samreshuuu handles this with expert skills for 44-FZ and 223-FZ plus customer screening via Kontur.Focus: you drop the documentation into the chat, ask questions in plain language, and the agent answers with references to specific articles.

How do procurements under 44-FZ and 223-FZ differ? 44-FZ is the strict law for state and municipal customers: uniform procedures, uniform requirements, 8 federal platforms. 223-FZ is a framework law for state-owned companies and monopolies: it sets only the principles, while each customer writes its own rules into its Procurement Regulations, and there are more than 150 platforms. The 223-FZ market is nearly three times bigger in money terms, but the entry bar at major customers is higher — up to prequalification that takes 10–18 months. Since 2025 both laws share a single national regime under Decree No. 1875.

How should a supplier prepare for a 44-FZ tender? Check yourself against Article 31 (not in the RNP register, no tax arrears, required licenses in place), obtain an electronic signature and platform accreditation, and go through the documentation carefully: procurement method, bid security, national-regime requirements, deadlines. Separately, model the economics with anti-dumping in mind — a price drop of more than 25% requires increased security or proof of good standing. Samreshuuu covers the preparation phase: it breaks down the documentation, screens the customer by INN, and builds a dated checklist, while the decision to bid stays with you.

Can AI fully replace a tender specialist? No, and the honest answer matters. The agent is fast at the analytical part: parsing documentation, screening the customer, mapping requirements, drafting clarification requests. But submitting the bid, the auction itself, and especially disputes before the FAS are your company's responsibility — and, in complex cases, a human lawyer's. The right model: AI as the first filter and the preparation assistant, a specialist for the decisions where mistakes are expensive.

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Last updated: July 2026.

Sources: Federal Law No. 44-FZ "On the contract system for procurement of goods, works, and services for state and municipal needs"; Federal Law No. 223-FZ "On procurement of goods, works, and services by certain types of legal entities"; Russian Government Decree No. 1875 of 23.12.2024 on the national regime in procurement; the Unified Procurement Information System (zakupki.gov.ru); Kontur.Focus API documentation (focus-api.kontur.ru).