Senior European delivery, US-overlap hours
Our delivery team is France-based, with deliberate ET-hours overlap (11am–4pm ET) for live syncs. Async hand-offs cover the rest. You get senior engineers without the US-coastal cost structure.
For US mid-market companies
AI workflow automation, US-buyer ready.
Senior European AI delivery team, structured for US mid-market procurement. ET-overlap hours, USD pricing, US-style MSA / SOW / NDA, GDPR + CCPA DPA with SCCs. Fixed-price pilots from From $25,000, Run support from $5k/mo.
Why US mid-market teams pick a France-based AI partner
We do not pretend to be a US-coast consultancy. We deliberately structure our delivery model around the constraints of US mid-market buyers — senior European engineering capacity, US-overlap working hours, USD pricing, procurement-grade commercial framework — and we price the difference.
Lower burn, faster execution
Our day rate undercuts US East Coast AI consultancies by 40–60%, with senior-level delivery. The math: same scope, same SLA, shorter pipeline.
US-compatible commercial framework
USD pricing. US-style SoW and MSA. NDA-on-request within 24h. DPA with SCCs for EU–US data flow. Standard procurement-ready trust pack.
Fixed-price, no body-shopping
Phased fixed-price engagement (Discovery → Build → opt-in Run). Not a T&M retainer. The Build statement of work is the contract; the deliverables are named.
Built for US mid-market AI workflows
Engagements scoped for $50M–$500M revenue companies in SaaS, healthcare, finance, insurance, legal, real estate, and adjacent verticals. We are not the right partner for sub-$10M or enterprise-Fortune-100 buyers.
Audit-ready by default
Versioned prompts, queryable audit log, reviewer queue, attestation pack. Built into the architecture from week one because we cannot bolt it on for buyers who care.
USD pricing
Phased, fixed-price engagement
You commit one phase at a time. Discovery produces the Build SoW; Build produces the production workflow; Run is optional and month-to-month. $70k–$160k typical year-1 outlay including 6 months Run.
Phase 1 · Discovery
$8,500–$12,000
2 weeks
Fixed-price Discovery sprint. SOW delivered within 5 business days.
Phase 2 · Build
$35,000–$75,000
6–10 weeks
Fixed-scope Build engagement. Milestone-billed.
Phase 3 · Run (optional)
$5,000–$12,000 / month
month-to-month
Optional Run retainer with weekly operating cadence.
First pilot: Fixed-price first pilot — discovery + thin-slice production. Reserved for mid-market buyers ready for production within 12 weeks. (From $25,000)
Delivery window
Daily live overlap
11am–4pm ET
Five hours of daily overlap with US East Coast working hours. Async-friendly outside that window.
SOW turnaround
5 business days
After Discovery call, we send a scoped SoW with deliverables, milestones, and fixed pricing in USD.
Build start
within 5 business days of Build SoW counter-signature
Once the Build SoW is counter-signed, kickoff happens within a week. Discovery findings carry directly into Build.
Procurement-ready
US-style commercial framework
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MSA / SOW
Standard US-style Mutual MSA. We can sign yours or use ours.
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NDA process
Mutual NDA signed within 24h of request.
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DPA + SCCs
GDPR + CCPA-compliant DPA. SCCs included for EU-US data flows.
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Insurance
$2M professional indemnity + $1M cyber liability via Lloyd's-backed carrier.
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Jurisdiction
Delaware US sales contracts (governed by Delaware law) at your option.
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Data handling
We do not train any model on client data. US-region storage available on request (AWS us-east-1, GCP us-central1).
Verticals we ship for US mid-market
We are not horizontal. Each vertical engagement ships with the US compliance scaffolding the buyer's procurement team expects.
Revenue Operations
SaaS
AI agents for SDR augmentation, lead qualification, pipeline hygiene.
See the engagement page →
Document Processing
Healthcare Providers
HIPAA-aware document automation with BAA, PHI handling, audit trail.
See the engagement page →
Compliance Operations
Banking
FINRA + SEC + GLBA-aware compliance workflow automation with model risk controls.
See the engagement page →
Claims Triage
Insurance
NAIC-aware claims and risk triage with explainability and audit log.
See the engagement page →
Contract Review
Legal Services
Contract review and clause extraction with attorney oversight.
See the engagement page →
Sales Prospecting
Real Estate
AI-augmented prospecting and qualification for US mid-market real estate operators.
See the engagement page →
Customer Service
E-commerce
CCPA-compliant CX automation with PCI-safe data handling.
See the engagement page →
Field Service
Manufacturing
AI for field-service dispatch, predictive maintenance, parts forecasting.
See the engagement page →
Real shipped systems
What our clients say
Below: attributions from active clients. Client identities are withheld in public form pending written approval; live references available to qualified procurement contacts on discovery call.
AI SaaS · DACH region
“They shipped the production version of our pricing brain in 6 weeks, including the billing layer and the onboarding flow. We had been bouncing between contractors for 4 months before.”
Founder, AI Pricing SaaS
Outcome: From 0 to live SaaS with paying customers in 6 weeks. Production billing live, AI onboarding flow shipped, 2 pricing tiers active.
Government-licensed legal services platform · GCC region
“A complete bilingual platform compliant with regulator requirements. Technical quality and delivery speed are outstanding.”
Founding team, regulated legal marketplace
Outcome: Ministry-of-Justice-licensed national legal marketplace, EN/AR bilingual, in 16 weeks. Directory + bookings + legal tools + emergency contacts.
Property management operator · GCC region
“We replaced spreadsheets and 4 disconnected tools with a single OA platform. 55 screens, 47 tables, a voting platform, and an internal portal — all on the same identity layer.”
CTO, multi-region property operator
Outcome: Centralised property operations across multiple owners associations. 14-week first release; 8-week follow-on for the staff portal; 6-week follow-on for e-voting.
Before / after
Concrete deltas from shipped engagements
Owners-association management workflows
Property management operator · GCC
Operator was scaling association count and could not maintain manual coordination. Replaced 4 fragmented tools with a single AI-augmented operational backbone.
Metric
Operational surface area
Before
Fragmented across spreadsheets + email + 4 SaaS tools
After (14 weeks Build phase)
Unified SaaS with 55 screens / 47 normalized tables / cross-app identity
Pricing strategy SaaS onboarding
AI pricing SaaS · DACH
Founder shipping AI-native pricing platform for early-stage SaaS. Discovery + Build delivered a working SaaS with subscription billing and an AI brain that learns from each customer.
Metric
Time-to-pricing for a new founder
Before
3–4 weeks of consultant time + spreadsheets
After (6 weeks total Build)
9-step structured AI workflow, completed in 30–45 minutes
Lawyer discovery and appointment booking
National legal marketplace · GCC
Regulated entity needed to launch the national reference platform for legal services. Delivered a Next.js 16 monorepo with bilingual content layer, PDF generation, and police directory.
Metric
Citizen access to certified legal services
Before
Fragmented across social media, no central directory, phone-only booking
After (16 weeks Discovery + Build)
Ministry-licensed bilingual EN/AR marketplace; multi-channel booking; legal tools; emergency hotline
Marketing site + booking funnel
Premium vehicle care specialist · DACH
Niche detailing workshop needed to project premium positioning matching their workmanship. AI-assisted copywriting + image art-direction compressed launch time.
Metric
Brand perception alignment
Before
Generic web presence — did not match workmanship quality
After (3 weeks concept-to-live (AI-augmented build))
Premium responsive site, German-market SEO foundation, appointment-oriented CTAs
Public build teardowns
How we built these systems
Government-licensed legal services platform · GCC region
How we shipped a Ministry-licensed legal marketplace in 16 weeks
A national legal services platform — bilingual EN/AR, government-licensed, multi-channel booking, emergency hotline integration — built end-to-end in a 16-week engagement.
- Discovery (2 weeks): regulator framework mapped, system architecture locked, monorepo structure decided.
- Build sprint 1 (weeks 3-5): bilingual content layer, retrieval index, lawyer directory.
- Build sprint 2 (weeks 6-9): multi-channel appointment booking, Postmark + Web Push notifications.
- Build sprint 3 (weeks 10-12): free legal tools (court fees, deadlines, interest calculators), police directory.
- Build sprint 4 (weeks 13-16): PDF generation with QR provenance, provider verification flow, production launch.
Property management operator · GCC region
From spreadsheets to a 55-screen operational SaaS in 14 weeks
A property management operator's complete OA management backbone — owners, residents, accounting, service charges, budgets, maintenance, violations, documents, communications, reporting — built on a normalised 47-table data model.
- Discovery (2 weeks): domain model mapped, fragmented system audit, OA data architecture proposed.
- Build weeks 3-6: data model + management screens + accounting workflows.
- Build weeks 7-10: maintenance + violations + document management.
- Build weeks 11-14: resident community portal + cross-app identity federation.
- Subsequent engagements: internal staff portal (8 weeks) and e-voting platform (6 weeks) on the same identity layer.
Founder-led pricing-strategy AI SaaS · DACH
AI pricing SaaS from concept to paying customers in 6 weeks
A founder-led AI-native pricing platform for startup founders — 9-step pricing-foundation flow, personalised AI brain that learns over time, subscription billing — shipped end-to-end in 6 weeks.
- Week 1: Discovery + product design + AI workflow scoping.
- Weeks 2-3: Multi-LLM orchestration + 9-step founder flow + subscription billing.
- Weeks 4-5: Personalised AI brain layer + onboarding optimisation.
- Week 6: Production launch with two pricing tiers, money-back guarantee, customer dashboard.
Real builds, anonymised
What we ship — described screen by screen
Live screenshots are kept under client NDA. The descriptions below let procurement and engineering teams form a concrete picture of what we deliver.
Property management operator · GCC
OA management dashboard
Screen: Main operations console
A multi-pane dashboard showing active associations, recent transactions, maintenance tickets by SLA bucket, and a community-portal activity feed. Left rail: 9-section navigation (Properties / Owners / Accounting / Budgets / Maintenance / Violations / Documents / Communications / Reports). Top bar: cross-app switcher to the staff portal and the e-voting platform.
Property management operator · GCC
Owners voting platform
Screen: Active resolutions screen
Owners see a list of open resolutions with deadlines and vote counts. Click into a resolution: full text in EN/AR, supporting documents, vote button with confirmation modal. Real-time tally visible to admins during the window; published to owners after close. Per-unit authentication enforced cryptographically.
National legal marketplace · GCC
Lawyer search and booking
Screen: Filtered directory result
Bilingual EN/AR search results showing certified lawyers filtered by practice area + city + language + availability. Each card: photo (where consented), practice areas, average response time, next available slot. Click to view full profile with verified credentials, fee structure, and direct booking flow (video / phone / in-office).
AI pricing SaaS · DACH
9-step pricing foundation
Screen: Step 4: Cost-plus model exploration
A guided form with founder context preserved across steps. Sidebar shows progress (4 of 9). Main pane: AI-assisted cost decomposition with confidence bands. Right pane: AI brain reasoning shown as plain English next to each suggestion, with one-click 'iterate' or 'accept' on each line.
What US buyers ask before signing
You're based in France — what about contract and tax?+
We can contract via our US Delaware entity (sales contracts only) or via our French parent. Either way the SOW is in USD, the MSA is US-style, the deliverables are US-buyer-shaped. Your AP team has done this with European vendors before.
How do timezone differences affect delivery?+
We deliberately work an 11am–4pm ET window — five hours of live overlap with US East Coast. Discovery interviews, weekly syncs, and demo days all happen in that window. Outside it, work continues async with morning hand-offs.
Can you handle US data residency requirements?+
Yes. We deploy retrieval indexes, audit logs, and storage in US regions (AWS us-east-1, GCP us-central1) on request. The architecture supports it from day one — it's a configuration choice, not a re-platforming.
Do you sign standard US MSAs?+
We sign your MSA or use ours, whichever is faster. Mutual NDA on request within 24h. SOW template uses standard US fixed-price phased structure. SCCs included in the DPA for EU-US data flow.
What about model training and IP?+
We do not train any model on client data. The prompts, the retrieval index, the labelled test set, the integration code, the audit logs — all live in your cloud account under your IAM. At engagement end, every artefact transfers to your repo. No lock-in.
Why not hire a US-coast AI consultancy?+
You can. Expect 1.8–2.5x the day rate for comparable senior delivery, with the same model providers, the same architecture patterns, the same operating disciplines. Our edge is delivering the same outcome at a lower burn rate — not a different outcome.
Do you have insurance?+
Yes — $2M professional indemnity + $1M cyber liability via a Lloyd's-backed carrier. Certificates available on request before contract signature.
Limited monthly capacity
Book a 30-min discovery call (ET-friendly)
Tell us about your workflow, your systems, your KPI, and your timeline. We'll send a scoped SOW in USD within 5 business days.