AI

AI assistant for tender participation

A custom agent screens tenders by your criteria, analyzes specifications, and prepares draft evaluations in your infrastructure.

Our clients

Clients and partners

Capital Group
FSK Group
SMLT
Tochno
Dogma
Sber City
FM Logistic
Danone
Relief Center
Pandora
AI for Tenders: Your Procurement Screening Agent
Saint-Gobain
Askona
FIX PRICE
Snezhnaia Koroleva
Muztorg
TVOE
Greenway
Polaris
Campari
Yandex
Lenta
International perfume and cosmetics brand
AI for Tenders: Your Procurement Screening Agent
RAEC
EKF
L'Etoile
Inventive Retail Group

Tender Funnel

From Procedure Collection to Submission Package

Selection

Tender CollectionEIS, ETPs, customer platforms
Preliminary Selectiongo/no-go criteria

Analysis and Assessment

Scope Analysisrequirements, work, risks
Draft estimatehistory of verified estimates

Preparation

Expert Reviewsources and assumptions
Package PreparationCRM, EDMS, application templates
Assistant compiles a draft at each step, expert verifies sources and assumptions and approves participation decision.

What exactly the AI agent does in the tender team

The tender team spends most of its time not on preparing bids, but on sifting through platforms: out of hundreds of published procurements, only a few are relevant, and to know that, each one has to be opened.

The agent handles exactly this step. It screens procurements by your criteria - OKPD, region, volume, customer, experience requirements - filters out clearly non-qualifying ones, and leaves a short list. For each item, it analyzes the technical requirements and pulls out the decision points: scope, deadlines, security, penalty terms, and participant requirements. It then prepares an evaluation draft that a specialist reviews instead of creating from scratch.

This is not a subscription service or another platform. The agent works on your criteria and within your environment: participation history, cost structure, and production load stay inside the company. For public procurement, the logic is the same; only the set of checks and data sources differs.

The impact is measured in hours spent on screening and in the share of bids that make it to submission:

  • if the team used to review hundreds of procurements manually
  • time for initial screening drops dramatically
  • and decisions are made using the same criteria
  • for the wrong reason
  • who managed to read what

Where does the assistant get procurement data?

The assistant does not "search for tenders on the internet" - it works from the source list you approve at the start. Public procurement under 44-FZ and state-owned company procurement under 223-FZ is published in the unified procurement information system (zakupki.gov.ru), electronic procedures run on federal e-trading platforms, and commercial procurement lives on customer platforms and portals, in invitations and mailings.

Each source is connected separately and only where the company has a legal basis to receive the data: public publication, platform accreditation, or access granted by the customer. From the connected sources, the assistant compiles not a link but a procedure card: the procurement subject, customer, deadlines, starting price, participant requirements, and the documentation package with attached files.

Next, a filter applies the company profile: industry, budget range, preparation time, qualifications and licenses, acceptable risk. Rejected procedures do not disappear - you can see which rule filtered them out, and the rule can be adjusted without rewriting the process.

Connecting each new platform is separate work: platforms have different export formats, different access requirements, and different documentation completeness. That is why the pilot starts with one or two sources that provide the main flow, and the rest are added after selection is already working for them.

How Tender Is Processed

  1. 01

    Tender Collection

    Connects agreed platforms, notifications, or exports available to the company by lawful right.

  2. 02

    Preliminary Selection

    Assistant applies industry, budget, timeline, qualification, and acceptable risk criteria.

  3. 03

    Scope Analysis

    Document is decomposed into mandatory requirements, tasks, documents, deadlines, and client questions.

  4. 04

    Draft estimate

    Calculation uses agreed templates, standards, and history of verified assessments from similar projects.

  5. 05

    Expert Review

    Expert reviews sources, assumptions, risks, and corrects the estimate.

  6. 06

    Package Preparation

    Approved data flows into CRM, document management system, or application templates; submission remains a controlled action.

What the framework includes

System / layerScope of responsibility
Platforms and NotificationsAvailable information on procedures and tender documentation package.
Criteria DatabaseGo/no-go rules, constraints, qualifications, and company risk profile.
Assessment HistoryVerified labor costs, rates, assumptions, and actual results from past projects.
AI assistantSearch, specification decomposition, assessment draft, and links to source documents.
Expert and managerVerification, participation decision, final estimate, and application submission.

What we need from you as input

Automation Boundaries

Can Be Automated

  • Collection of tenders from explicitly approved sources.
  • Requirement extraction and missing document search.
  • Comparison with formal go/no-go criteria.
  • Draft breakdown and estimate based on verified history.

Remains with Expert

  • Interpretation of ambiguous requirements and clarification requests.
  • Commercial and Legal Risk Review.
  • Participation decision and final price approval.
  • Application submission and actions with legal consequences.

Assess where AI can deliver impact in your process

Pilot metrics

Pilot runs on historical procedures with known decisions and expert assessments.

Selection Quality

Alignment of go/no-go recommendations with tender team decision and reasons for any deviation.

Completeness of Requirements

Share of mandatory conditions and documents found in the control sample.

Decomposition accuracy

Share of tasks and risks accepted by expert without adding new items.

Share of Manual Edits

What portion of the assessment draft and document package was changed before approval.

Payment model

The same framework for adjacent processes

The tender assistant is one of the processes where the assistant prepares a verifiable draft and the decision remains with a person. The same model works wherever there are many documents and the rules are formalizable.

Procurement: practices and supplier selection

Analysis of incoming terms, comparison of offers, and preparation of justification, built on the same principles of a verifiable draft. AI in procurement

Policies and internal rules

The assistant answers an employee's question with a link to the relevant document clause, not a paraphrase, so the answer can be verified. AI Assistant for Policies and Procedures

Meeting minutes and decisions

The transcript becomes a record with decisions and owners, not a verbatim transcript. AI Meeting Minutes

Cases

AI agents in procurement and document workflows

Read all

FAQ

Frequently asked questions about the tender assistant

What exactly does the tender assistant automate?

Monitoring connected sources, selecting procedures by your criteria, breaking down tender documentation into requirements, tasks, documents, and deadlines, drafting an estimate from verified history, and assembling the submission package. The participation decision, final price, and submission itself remain with the person.

Where does the assistant get procurement data from?

From the sources you approve at the start. Procurement under 44-FZ and 223-FZ is published in the unified procurement information system (zakupki.gov.ru), electronic procedures run on federal e-trading platforms, and commercial procurement appears on customer platforms and portals, in invitations and mailings. Each source is connected separately and only where the company has a legal basis to receive the data.

Does the assistant submit bids itself?

No. Submission is a legally binding action performed by an employee with a power of attorney and electronic signature. The assistant prepares the package and transfers approved data into CRM, EDM, or application templates.

Will it replace the tender specialist?

No. The specialist checks sources, assumptions, and risks, interprets ambiguous requirements, and requests clarifications. The assistant handles the mechanical work: platform monitoring, initial screening, document review, and the draft calculation.

What do you need from us as input?

Company profile and selection criteria, access to approved sources, participation history with known go/no-go decisions, verified estimates for similar work, and a specialist to label the control sample.

How long does the pilot take, and how much does it cost?

One process is AI-enabled in 1-2 weeks, with a benchmark of 300,000 RUB for a standard process, and payment is made after the process is accepted and used by the team. What the price consists of - in analyzing cost and TCO of the AI agent, you can estimate the effect on your volumes in AI implementation calculator.

How is the impact calculated?

On historical procedures where decisions and expert assessments are already known: the match between go/no-go recommendations and the team's decision, the share of mandatory requirements and documents found, the share of tasks and risks accepted without edits, and the share of the draft changed before approval. Percentages are recorded from actual measurement, not promised in advance.

How are tender documents protected?

The model's access to documentation goes through a controlled LLM gateway: documents do not leave controlled services, actions are logged, and access is limited by role and operation.

Pilot

Test Against Your Procedure History

Select completed tenders, reconstruct team decisions, and verify selection, specification analysis, and draft assessments on one control sample.

  • Historical Procedures
  • Go/No-go decisions
  • Verified Assessments
  • Discrepancy report
Discuss Tender Pilot

Discuss the solution: AI assistant for tender participation

Enter your email or phone number so we can get back to you.

Send via: