BI-KA Logisztika

Finding

BI-KA runs a dual model: an own fleet of approximately 100 trucks and a contracted carrier pool that absorbs the volume the fleet cannot carry. International road forwarding is the company's largest revenue contributor, and the margin on that business is the spread between what clients pay and what contracted carriers charge. Revenue grew from HUF 6.8B in FY2019 to HUF 12.8B in FY2024 (roughly 88% over five years), and the carrier pool expanded to match. Operating profit fell 19.6% in FY2024 even as revenue grew approximately 13%, per EMIS data. When a forwarding business grows its carrier pool without a systematic benchmarking tool, rate management becomes relationship management: carriers who have been on the books longest tend to hold the best rates regardless of whether those rates are still market-competitive.

The rate was right when it was set. The market has moved since, corridor by corridor, without a system to track it.

Our Solution

Lightbloom embeds a subcontractor rate intelligence agent: it ingests all carrier invoices and rate data from BI-KA's TMS, classifies each payment by corridor, load type, carrier, and date, and compares actual rates paid against benchmark data from Timocom spot market indices and Eurostat road freight price data for CEE corridors. The output is a ranked list of renegotiation opportunities, formatted for the operations and commercial team. The agent does not negotiate. BI-KA's team does. The shift is from relationship-based rate decisions to fact-based ones. Every conversation starts with the corridor data in hand. Built once, running before every renewal cycle. On an estimated HUF 4–6B annual subcontractor cost base, a 1.5–2.5% recoverable improvement returns HUF 59M–111M per year.

Finding

BI-KA Logisztika operates from five vehicle bases (Szolnok, Dunaharaszti, Kecskemét, Győr, and Budapest) and maintains 40,000 m² of warehouse space across two sites. BI-KA Dinamika Zrt., the Budapest-based subsidiary, operates under separate management with its own operational data. The two managing directors and the supervisory board need consolidated operational visibility across an operation that has grown substantially in complexity. The company website promises clients transparent reporting and real-time stock access, implying these outputs are produced manually rather than generated automatically from a live operational system. At approximately HUF 15B in group revenue spread across two legal entities and five locations, producing a consolidated picture for management requires someone to pull data from each location's system, reconcile it, and format it for decision-making. That work lands on operations admin staff rather than automated infrastructure.

Two entities. Five locations. 40,000 square metres of warehouse. The consolidated picture is assembled by hand.

Our Solution

Lightbloom builds a unified operations and reporting agent for the BI-KA group: connectors to the TMS and WMS across both entities and all sites, normalisation into a single schema, and automated reports for three user groups. Szécsi Gabriella opens a live dashboard showing group revenue, cross-site utilisation, and exception flags each morning, instead of waiting for a manually assembled summary. Site managers receive an automated daily brief at 07:00. Clients including Stadler Szolnok receive automated KPI packs showing their own inventory and delivery performance, replacing the current email cycle. The Szolnok module centre, opening in 2024, and any future locations are onboarded at near-zero marginal cost. Freed or avoided: 2–3 operations admin FTE at HUF 600–800K/month total employment cost, returning HUF 32M–65M per year in direct and avoided hire benefit.

Finding

BI-KA holds AEO (Authorised Economic Operator) certification and operates a bonded warehouse with customs services out of Szolnok. The company handles approximately 40,000 transport assignments annually, each requiring a set of transport documents: CMR consignment notes, packing lists, customs declarations, and for agricultural goods and CIS corridor shipments, phytosanitary or CITES certificates. For CIS routes to Ukraine, Kazakhstan, and beyond, the documentation burden per shipment is materially higher than a standard EU road transport assignment: each may require 8–12 individual documents in multiple languages. At 40,000 assignments per year with a meaningful proportion of agricultural and CIS-corridor shipments requiring extended documentation sets, this work lands on specialist customs staff: precisely the skilled roles that are hardest to hire for in a Szolnok labour market where agricultural sector demand competes with logistics for the same candidate pool.

AEO status. CIS corridors. Agricultural freight. Each shipment carries a document pack assembled by hand from the same underlying data.

Our Solution

Lightbloom builds a transport document generation agent: it reads order data from BI-KA's TMS, applies the correct document template set for the route and cargo type, populates all fields, and generates a ready-to-check document pack in the correct language and format for each regulatory authority. For standard EU assignments, document preparation drops from 20–30 minutes to seconds. For CIS and agricultural assignments, it eliminates the multi-source data lookup that drives production time. Documents requiring human sign-off retain specialist review before dispatch. BI-KA's AEO certification remains intact. The agent is a production assistant: 1–2 customs and operations specialist FTE freed from document assembly at HUF 700–900K/month total employment cost returns HUF 20M–28M per year, with additional throughput benefit as per-FTE shipment capacity increases.