Flocta Raises $1.1M Pre-Seed to Cut LLM Token Costs for SMBs

Flocta, a Berlin-based startup, has raised $1.1 million in pre-seed funding. The round was led by Atlantic.vc, the Berlin pre-seed investor that backed the company at launch and holds a 22 percent stake.

What Flocta Does

Flocta runs an all-in-one AI platform aimed at small and medium-sized businesses. The core proposition is cost control on large language model usage.

The platform routes each request to the cheapest suitable model — whether frontier or open-weight — and applies semantic caching and context compression to reduce LLM token costs. Flocta puts the resulting savings at 30 to 50 percent at unchanged output quality.

Product and Delivery

Offered as a seat-based web app with company-knowledge integrations
Alternatively available via the customer's own API key
Runs on EU infrastructure under GDPR

Company Background

Flocta was founded in 2026 by Maximilian Lippert Velarde. The company is based in Berlin.

Round Details

Round type: Pre-Seed
Amount: $1,100,000
Currency: USD
Date: October 2, 2026
Lead investor: Atlantic.vc
Investors: Atlantic.vc

Why It Matters

Token spend is one of the most visible and least controllable line items for SMBs adopting AI tooling. Flocta's approach — model routing plus caching and compression — targets that cost directly rather than competing on model capability. Positioning the product on EU infrastructure under GDPR also addresses a common procurement objection for European buyers.

For acquirers and strategic investors watching the AI infrastructure layer, Flocta sits at the intersection of cost optimization and compliance-ready deployment, a combination that tends to attract interest from platform vendors looking to bundle spend-management features into broader AI offerings.

At a Glance

Field	Detail
Company	Flocta
Headquarters	Berlin
Founded	2026
Founder	Maximilian Lippert Velarde
Stage	Pre-Seed
Amount	$1.1M
Lead Investor	Atlantic.vc
Domain	flocta.com