Booking Q3 · 2 slots open

AI consultants who actually
build the system.

We design and ship production AI systems. Strategy, agents, workflows and integrations. No slide decks. No pilots that never leave the lab.

Book a discovery call →See how we work

14shipped

Production systems

6weeks

Median to prod

25+ yrs

In tech

winspeed.os · system overviewv2.4.1● live

Trusted to ship in production

HOSPITALITY · AI IN DAILY OPSMARKETING · AI ACROSS 100+ BRANDSSUMMITS · SPEAKING ON AI ADOPTIONSTACK · CLAUDE CODE + FRONTIER MODELS

What we do · 07 capabilities

From discovery to production. We handle the full stack.

Most of our work is implementation, not slideware. Engagements run 2 to 16 weeks, fixed scope, fixed price.

SVC / 2026.Q3

● 07 LIVE

SVC / 01

AI readiness audit

We map your operations, find the manual workflows, and rank where AI actually pays back. Numbers, not vibes.

2-week sprintOp mapROI model

SVC / 02

Agents & autonomous workflows

Multi-step agents that read, decide, act, and report. Built on the LLM you already trust, integrated with your stack.

Multi-agentTool useEval harness

SVC / 03

Data & retrieval pipelines

Crawlers, vector stores, structured extraction. The unsexy pipes that make every other AI feature work.

RAGETLEmbeddings

SVC / 04

Workflow engines

Replace fragile Zapier chains with deterministic, observable systems. Triggers, branches, retries, all visible.

OrchestrationObservability

SVC / 05

Systems integration

Stripe, Slack, HubSpot, your warehouse, that 12-year-old internal tool. We wire it up so AI plugs in cleanly.

APIsWebhooksOAuth

SVC / 06

AI products & internal tools

Full-stack products, built lean, owned by you, deployed to your cloud. No mystery vendor lock-in.

Next.jsPostgresYour cloud

SVC / 07

Strategy & advisory

When you need a senior operator on speed-dial. Architecture reviews, vendor calls, hiring help, by the hour or the month.

FractionalAdvisory

The platform

Every system we ship is observable, deterministic, owned by you.

No black boxes. Every reasoning step is traced, every tool call is logged, every run is replayable. This is the layer most "AI agencies" skip.

ENGINE / v2.4.1

● 47 RUNS / MIN

winspeed.engine / run #2487

NODE eu-west-2P50 142ms● running

01 · INGEST

02 · REASON

03 · ACT

04 · REPORT

INGRESS · TRIGGERS

T-248700:00.142

invoice.paid

← stripe.webhook

T-248600:01.880

/winspeed audit

← slack.cmd

T-248500:02.001

data.refresh

← cron.daily

T-248400:03.224

lead.qualified

← form.submit

T-248300:04.661

support.ticket

← email.parse

REASONING · TRACE

[PLAN]classify event → route to billing pipeline

[FETCH]load customer.id=cus_8F2k from postgres

[REASON]infer renewal risk from usage history

[TOOL]call hubspot.update_deal_stage("closed-won")

[TOOL]call slack.notify("#sales", deal_summary)

[VERIFY]diff state, confirm consistency

EGRESS · ACTIONS

hubspot.update_deal_stage○ QUEUED

slack.notify○ QUEUED

warehouse.append_event○ QUEUED

report.email○ QUEUED

RUN SUMMARY

tokens · 1200

cost · $0.0042

latency · 142ms

Tracing

Every step

Token-level traces with cost, latency and decision tree per run.

Eval harness

100+ cases

Regression suites that fail builds when behaviour drifts.

Rollback

Single click

Versioned prompts, tools and policies. Roll back like code.

Cost guard

Per-tenant

Token budgets, rate limits and circuit breakers built in.

Selected work · 06 of 14

Real systems, in production. Not pilots that died on the runway.

Every project below is live and owned by the client. We don't hand over a Notion doc and call it a day.

WORK / 2026

● 14 SHIPPED

face_01 · 0.94

face_02 · 0.88

face_03 · 0.91

VENUE_03 · DEEPFACE · 30fps● ANALYZING

Computer visionIN PRODUCTION

Real-time customer demographics for hospitality.

Restaurant intelligence platform using DeepFace for live demographic analysis. Detects age, gender and emotion across crowds. Powers marketing and staffing decisions GMs actually use.

DeepFaceOpenCVFlaskSQLAlchemy

8+ faces · sub-200msRead case study →

CRAWL.QUEUE · DEPTH 12,847● 47 WORKERS

pages 10,342extracted 8,941cost −70%

Data infrastructureDEPLOYED

Web-scale crawl and extraction at 10,000+ pages.

Distributed crawler with structured extraction over 10,000+ pages. Cookie banner dismissal, content stability detection and image processing. Replaced an LLM-per-page approach with a hybrid pipeline.

PlaywrightPythonFlaskBeautifulSoup

10,000+ pages · 3,000+ imagesRead case study →

PAYMENT.MATCHER · AUTO

stripe.webhookinvoice paid · cus_8F2k→ accounts.match

wise.apiincoming transfer · EUR→ invoice.reconcile

whmcs.cronbalance.check→ dashboard.update

bank.notifyref: INV-2024-3187→ payment.apply

Workflow automationLIVE

Automated bank-transfer matching for billing.

WHMCS payment gateway with Wise API integration. Auto-matches incoming transfers to invoices using multi-language reference parsing across EN, NL, DE and FR. Real-time admin balance widget.

PHPWHMCSWise APIWebhooks

4 languages · auto-reconciledRead case study →

Generative AIIN PRODUCTION

Generative 3D design platform.

Design platform using DALL-E 3 for AI-generated renders with full Three.js visualization. Web app, Express API and native Android and iOS apps with Firebase auth. From prompt to 3D scene.

DALL-E 3Three.jsReactKotlinSwiftUI

Web + iOS + AndroidRead case study →

GEOSPATIAL.QUERY · LIVE

Geospatial AILIVE

Real-time venue discovery with Perplexity Sonar.

Location-based app using Perplexity Sonar for live deal discovery. PostGIS for geospatial queries, Redis caching that cut API calls by 70%. Native Android and iOS with Google Maps integration.

Perplexity SonarPostGISRedisNode.js

−70% API costRead case study →

Infrastructure15 YEARS LIVE

Managed hosting for SMEs across Europe.

Hosting and IT services since 2010. Web, email and backend infrastructure for small and mid-sized businesses. The unglamorous reliability work that lets every other system move fast.

LinuxNginxMySQLZabbixDocker

15 years · 0 silent failuresRead case study →

How we work

Five stages. Discover, architect, build, ship, hand off.

No long retainers, no mystery scope. Every engagement has a defined exit.

PROCESS / v6

01
Discover
Two-week sprint to map your operations and rank AI opportunities by ROI. You leave with an op-map and a build plan, whether you hire us or not.
Duration
2 weeks · fixed price
Deliverables
Op map · ROI model · Build plan
→
02
Architect
We design the system on paper before we write a line of code. Data flows, eval harness, rollback story. Approved by your engineering lead.
Duration
1 week
Deliverables
Architecture doc · Eval plan · Risk register
→
03
Build
Two-week sprints, in your stack, in your repo. Daily Loom updates. Weekly demo. No surprise invoices, no scope creep.
Duration
4–12 weeks
Deliverables
Production code · CI · Runbook
→
04
Ship
We don't believe in 'launch days'. We ship behind a feature flag, watch traces in production, and ramp traffic when the evals say it's safe.
Duration
1 week
Deliverables
Deploy · Traces · Rollback plan
→
05
Hand off
We pair with your team for a month, write the runbooks, and step out. You own the system end-to-end. We're a Slack message away.
Duration
4 weeks
Deliverables
Runbooks · Training · 30-day support
→

Tooling · pragmatic

We work in your stack, and we have opinions.

Models

Claude · GPT-5 · Gemini · Llama · open-source

Frameworks

Next.js · FastAPI · LangGraph · Vercel AI SDK

Data

Postgres · pgvector · Redis · DuckDB · S3

Infra

AWS · GCP · Cloudflare · Fly · Railway

Get in touch

Tell us what you're trying to build. We'll tell you if we can help.

Discovery calls are free, 30 minutes, with someone who'll actually do the work. We'll be honest if it's not a fit.

Email[email protected]

CoverageEurope · Asia · remote

Response< 24h on weekdays

AI consultants who actuallybuild the system.