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For enterprises

An outsourcing partner for AI and engineering that passes procurement.

Pilot AI agents on real workflows, extend your engineering teams, and modernise without a big-bang rewrite. Senior people, clear governance and security your team can review.

  • AI pilots
  • Team extension
  • Security reviews
  • SLAs
vaug://enterprise / agent-layer
ERPCRMData lakeHRFinancefaster month-endOperationsauto-routedSupport24/7 answersAgent layerSSO · RBACaudit logSecurity review passedpilot → scaleData stays in-region
Illustrative example

AI pilots, Team extension, Security reviews, SLAs

What you're dealing with

Why enterprise teams call us. 

  • AI stuck in pilots

    Proofs of concept impress in demos and never reach production.

  • Backlogs keep growing

    Your teams are stretched, and hiring takes months.

  • Legacy slows everything

    Core systems work but every change touches something fragile.

  • Security reviews stall vendors

    New suppliers spend months in questionnaires before any work starts.

  • Outsourcing burned you before

    Junior teams, slipping dates and code nobody wants to maintain.

  • Need measurable results

    The board wants to see savings and speed, not experiments.

How we work with you

How we work with enterprises. 

Start with an audit or a single agent pilot, then scale with the models that fit your governance.

AI as a Service

Agent pilots that reach production

We pick one workflow, build the agent, measure it against a baseline and scale what works.

  • Clear baseline and success metrics
  • Runs in your cloud if required
  • Human approval where it matters

Your journey

From audit to scale. 

  1. 01

    Weeks 1–2

    Audit

    We map workflows, systems and data, and pick where AI or extra engineering pays back fastest.

    You getA ranked shortlist with expected savings

  2. 02

    Weeks 3–8

    Pilot

    One agent or one team on one problem, measured against today's baseline.

    You getReal results on real data

  3. 03

    Month 3+

    Scale

    Roll out what worked to more workflows, teams and regions, with governance in place.

    You getA programme, not an experiment

  4. 04

    Ongoing

    Run

    Monitoring, SLAs, model updates and continuous improvement.

    You getSavings that stay saved

Case studies

Enterprise work. 

reconcile.traxpay.internal/exceptions?status=open&sort=confidence
Reconcile

Exceptions

Close 30 Sep · run 06:00 CET · 38 open

Search reference, merchant…CSV
All38Split settlement12Fee at source9Timing7Duplicate6Other4Sort: confidence
3 selected€15,033.62ApproveOverrideReassign
ReferenceMerchant · sourceAmountReasonConfidenceAge
PSP-88240Nordlicht Mode GmbH · Adyen€12,005.12Split settlement64%4h
WLT-10923Kaffeerösterei Lang · PayPal−€89.90Duplicate refund22%4h
STR-55190Velo Werk Berlin · Stripe€640.00Fee at source71%4h
SEPA-40188Alpen Outdoor AG · Deutsche Bank€3,118.40Timing (T+2)83%1d
KLN-20471Haus & Hof Online · Klarna€1,249.99Fee at source58%4h
PSP-88262Studio Feinkost · Adyen€7,402.66Split settlement76%4h
SEPA-40203Brettspiel Kontor · Commerzbank€412.07FX rounding91%2d
WLT-10930Grünwerk Naturkosmetik · PayPal€58.35No ledger entry12%3d
PSP-88277Nordlicht Mode GmbH · Adyen€2,871.30Split settlement69%4h
STR-55204Lindenholz Möbel · Stripe€19.00Fee at source88%4h
1–10 of 38Rows per page: 10

Featured

Fintech & Insurance · Frankfurt, Germany · AI as a Service

A Reconciliation Agent That Closes the Books in Hours, Not Days

An AI agent that matches bank, PSP and ledger records, explains every mismatch and hands finance a clean exception queue each morning.

transactions matched automatically
92%transactions matched automatically
month-end close (down from 3 days)
4 hrsmonth-end close (down from 3 days)
manual review time
-70%manual review time
  • 10 weeks
  • 4 people: PM, 2 AI engineers, designer
  • Python
  • LangGraph
  • OpenAI

Questions We Hear Often. 

  • Can you complete our security questionnaire?

    Yes. We complete them routinely and can share our security practices and policies ahead of time. See our security and compliance page for the detail.

  • Do you hold ISO 27001 or SOC 2?

    We work in line with ISO 27001 practices and it's on our roadmap. Where a certified supplier is mandatory, we'll say so early and discuss options.

  • Can agents run inside our environment?

    Yes. We deploy into your AWS, Azure or GCP account and use models and regions you approve.

  • How do you work with our internal teams?

    As part of them. Our engineers join your tools, standups and review process, with a VAUG lead accountable for quality.

  • How do we measure a pilot?

    We agree a baseline and success metrics before building, then report against them weekly.

  • Can you work with our preferred supplier process?

    Yes. We're used to onboarding portals, supplier checks and purchase orders.

Get in touch

Tell us what you're building.

Share a few lines about your idea, workflow or project. A senior lead replies within one business day.

  • Free 30-minute strategy call
  • NDA on request
  • Proposal within 48 hours

We reply within one business day. No spam, ever.

Take one workflow from pilot
to production.

Free 30-minute strategy call · NDA on request · Proposal within 48 hours