How fast can we launch?

Speed depends on your data access, infrastructure and risk posture. We shorten the path by scoping shippable use cases first, then adding governance and monitoring so you can launch with confidence.

Do you commit to timelines?

We set milestones collaboratively after a short discovery. We won't promise exact dates before understanding your systems; we do commit to a clear plan, checkpoints and visible progress.

How do you handle compliance?

Governance is built in: model documentation, evaluation plans, role-based access controls, PII handling and audit logging aligned to EU AI Act, FCA expectations and SR 11-7.

Can you deploy on-prem or in our VPC?

Yes. We frequently deploy inside client VPCs and integrate with existing identity providers, logging and monitoring stacks.

Which models and vendors do you support?

We are model-agnostic and select options based on safety, latency and cost—supporting major cloud providers and open-source where appropriate.

Ship AI and Data Solutions Quickly For Financial Services

Go from idea to production-ready, backed by a world-class team.

Who is Lewis at Amaris?

I’m Lewis Cross, a Senior Manager at Amaris Consulting. For the last 10 years I’ve built and launched technical financial and insurance products. I’m part of Amaris’ Data & AI Center of Excellence, which means your project benefits from our best practices and access to world-class AI and data experts.

How it works

Working with Amaris Consulting means you get more than just a model. You get a complete, enterprise-ready solution with a clear path to production.

We Define a Winning Strategy

First, we map out a clear, high-impact pilot. We'll identify your best data sources, define success, and create a plan that aligns with your compliance needs.

We Build a Pilot That Proves the Value

In a short sprint, we deliver a working demo that solves a real problem. You'll get to see the AI in action and gather crucial feedback from your team.

We Launch and Empower Your Team

We handle the final steps to go live, deliver all the necessary compliance documents, and fully train your team to ensure long-term success.

"Amaris brought agility and real technical depth. The team was responsive, creative, and committed—even post-launch."

Véronique BruléIT Director, ERP Competence Centre

In-house vs. With Amaris

A clear, measurable return on investment

Aspect	In-house only	With Amaris
Time to first value	Variable	A working pilot in weeks, not months
Governance artifacts	Ad-hoc	Compliance-ready documents from day one
Monitoring & evals	TBD	Built-in monitoring and quality checks
Team load	High	We do the heavy lifting, you provide feedback
Outcome	Uncertain	A clear, measurable return on investment

Proven results in financial services

Real outcomes from banking, insurance, and fintech deployments

Insurance

Claim notes done in about half the time

For a leading insurer, better testing and automation meant fewer release issues—and claims teams spent far less time writing notes. Streamlined workflows and quality assurance reduced manual effort significantly.

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Banking/Fintech

Faster reviews with fewer errors

We built an AI helper that surfaces the right info at the right moment and double-checks work. Teams made decisions quicker and more accurately. The system learns from company-approved documents to provide reliable, context-aware assistance.

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Enterprise

Private company search

We launched AI-powered knowledge search inside the client's own cloud. It pulls from SharePoint/SAP and only shows each person what they're allowed to see.

Read case study

Book a free consultation

Tell us about your needs and we'll find a time to discuss how we can help.

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Frequently Asked Questions

Common questions about our AI delivery approach