AI Agents × Project-Based Work
AI Agents Agencies for Project-Based Clients (September 2026)
AI Agents agencies with verified project-based client evidence — ranked by depth of documented work, then editorial quality.
Each listed agency documents project-based engagements on its own site or in a published case study; the model is never inferred from a service list.
Ranked AI Agents agencies for project-based clients
Rankings updated · Newest review
London, United Kingdom
Client evidence: 13 documented clients overall
Best for: Founders commissioning a first blockchain or AI product build on a startup budget who will check references before signing.
Berlin, Germany
Client evidence: 7 documented clients overall
Best for: Product owners adding AI to an app that already has users, rather than starting from a model.
Satalia
#3London, United Kingdom
Client evidence: 6 documented clients overall
Best for: Enterprises with a scheduling, routing or workforce-allocation problem big enough to justify operations-research specialists.
elunic
#4Munich, Germany
Client evidence: 6 documented clients overall
Best for: Manufacturers automating one inspection station or technical-document search on an existing line, not buying an open-ended AI program.
London, United Kingdom
Client evidence: 6 documented clients overall
Best for: Operational businesses with data already flowing that want a system built on it rather than a strategy deck.
10Clouds
#6Warsaw, Poland
Client evidence: 5 documented clients overall
Best for: Banks, insurers and credit funds automating a defined back-office or sales workflow on a platform already run in production.
Ljubljana, Slovenia
Client evidence: 5 documented clients overall
Best for: Product teams that want a scoped AI build with the duration, team size and budget stated before the contract.
App4You
#8Gdańsk, Poland
Client evidence: 5 documented clients overall
Best for: Polish public institutions and smaller operators that want a fixed-scope build with the price published before the first call.
Valletta, Malta
Client evidence: 5 documented clients overall
Best for: Small firms and startups that want one embedded engineer to wire an LLM or agent into their existing tools on a modest budget.
Softblues
#10London, United Kingdom
Client evidence: 5 documented clients overall
Best for: Early-stage B2B product teams and smaller UK or Irish firms scoping a first voice agent, agent pipeline or Claude rollout.
coompanion
#11Munich, Germany
Client evidence: 5 documented clients overall
Best for: Mittelstand and startup operations teams automating a document or ticketing workflow on tools their own staff will keep running.
Alpdev
#12Ljubljana, Slovenia
Client evidence: 5 documented clients overall
Best for: Mid-market sales and support teams that want an AI system wired into the CRM, telephony or ERP they already run.
Madrid, Spain
Client evidence: 4 documented clients overall
Best for: Small European B2B teams automating a WhatsApp, invoice or order workflow that already runs inside an ERP or CRM.
Faculty
#14London, United Kingdom
Client evidence: 3 documented clients overall
Best for: Enterprises and public bodies that need AI deployed under regulatory or safety scrutiny.
Flobotics
#15Warsaw, Poland
Client evidence: 3 documented clients overall
Best for: Operations teams that want automation bought against a payback number, especially in healthcare revenue cycle.
DEUS
#16Amsterdam, Netherlands
Client evidence: 3 documented clients overall
Best for: Enterprises putting voice or conversational AI in front of their own customers.
Warsaw, Poland
Client evidence: 3 documented clients overall
Best for: Fintech and proptech product teams that want LLM agents or AI forms built into a JavaScript platform by a small senior team.
RedOrbit
#18Munich, Germany
Client evidence: 3 documented clients overall
Best for: Owner-led German companies buying one defined AI build—a RAG chatbot, an on-premise document pipeline—shipped in about four months.
VisualLabs
#19Budapest, Hungary
Client evidence: 3 documented clients overall
Best for: Field-service and distribution businesses on Microsoft Dynamics that want their data and processes fixed before adding Copilot or agents.
Madrid, Spain
Client evidence: 3 documented clients overall
Best for: Early-stage founders in Spain who need a product built quickly and will scope any real model work separately.
Grepton
#21Budapest, Hungary
Client evidence: 3 documented clients overall
Best for: Hungarian companies on Microsoft Dynamics 365 or Azure that want AI added inside the ERP, CRM and data systems they already run.
Neurons Lab
#22London, United Kingdom
Client evidence: 2 documented clients overall
Best for: Financial institutions that need agentic AI shipped inside regulatory constraints—training through production.
NextAI
Verified: the agency confirmed ownership from a company email address, and the listing passed editorial review#23Valencia, Spain
Client evidence: 2 documented clients overall
Best for: Spanish-speaking mid-sized companies replacing scattered CRM, ERP and spreadsheets with one operating layer.
Dublin, Ireland
Client evidence: 2 documented clients overall
Best for: Enterprises standardizing on ServiceNow that want customer workflows implemented and the platform's AI features actually adopted.
WeAreBrain
#25Amsterdam, Netherlands
Client evidence: 2 documented clients overall
Best for: Product teams adding an AI feature to software they already run, whether that is a Heineken-scale rollout or a startup platform.
London, United Kingdom
Client evidence: 2 documented clients overall
Best for: UK small businesses that want a working system and a named person answering the phone.
Vocalime
#27Milan, Italy
Client evidence: 2 documented clients overall
Best for: Consumer and media brands that want a branded voice skill designed, built and certified, as Lavazza and Rainbow did.
About this list
The agents label on this page covers work the documented projects describe quite differently. The tool-calling LLM agents in a live path include those at Softblues, whose Roof Maker voice line runs eight specialized agents answering every support call, escalating urgent calls to a person and writing HubSpot tickets, and at Valletta Software Development, whose OpenClaw agent cut Helsingor's research turnaround from two to three weeks to one day, per the client's Clutch review. DEUS's voice AI for ABN AMRO handles customer service calls autonomously, caller identification included, with no containment or escalation rate published. elunic's Murrlin assistant answers technical questions across more than 95,000 Murrelektronik articles. Satalia's documented systems are optimization engines rather than agents: the Tesco last-mile system built in 2015 is described as still scheduling 100,000 deliveries a day. Datasparq's strongest case is a recommendation engine. App4You's freight agent for INF Shipping Solutions is written up as work under way, with no outcome published.
The sorting question for an agent project is what the system is allowed to do without a person, and what stops it. Roof Maker's escalation to a human and the deterministic design of Alpdev's Bent assistant, which links to ERP catalog entries rather than generating an answer, are the decisions to ask about. Where the write-up describes a scheduler, a recommender or a document router, ask whether an agent is what you are buying; where it describes an LLM loop, ask for the evaluation that gated go-live and for a client you can call, since Valletta's deepest agent cases are anonymous and Softblues' production record rests on one live flagship.
Intro by Gabor Kiss, curator · How we rank
Expert Insight
Why project-based fit matters for AI Agents
A fixed scope protects both sides only when the acceptance criteria are written: ask for them before the rate, because a project without them becomes a retainer nobody agreed to.
The handover decides whether the project was an asset or a dependency: pipelines, evaluation sets and retraining procedures belong in the deliverables list.
The pilot-to-production gap is the main risk of project work in AI: the case studies here that describe operations and measured results are the ones that show an agency has crossed it.
Frequently asked questions
27 agencies in our directory combine verified project-based client evidence with documented AI Agents work. The current top-ranked are Pixelette Technologies, Hybrid Heroes, Satalia — ordered by depth of documented client evidence, then our editorial scoring (portfolio quality, credibility, completeness); placement is never paid.
Published rates across this page's agencies run €20–150 per hour (median ~€65). Project totals depend on scope — the rate index at /rates breaks the computed bands down by region, country and team size.
Every agency here documents project-based work on its own site or in a published case study, describing the engagement structure rather than a service-list claim. We never infer the model from portfolio tone, so this list only contains agencies that operate project-based engagements deliberately.
8 of the agencies on this page document an embedded / team-extension working model. See the team-extension page for the full verified list, or check the engagement chips on individual profiles.