Low investment. Real output. A decision based on evidence — not a vendor promise. Every GenWA engagement starts with a focused 6–8 week POC.
30 minutes. We identify your highest-value use case and whether a POC is the right fit.
Defined outcomes, fixed 6–8 week timeline. No open-ended commitment, no surprises.
Real output, in your environment, on your data. Evidence to decide — not a promise.
The Approach
The right entry point is a single, well-scoped problem. Prove value there first — then decide how far to go.
Collections is the natural entry point — high volume, clear outcomes, measurable ROI. We scope it together and define what success looks like before we start.
GenWA integrates alongside your existing stack. No rip-and-replace. Your data stays in your environment throughout — we connect to legacy systems without replacing them.
6–8 weeks, defined scope, real output. If it works you have the evidence to scale. If not, you've spent a fraction of a transformation budget to find out.
Week by Week
A typical POC runs 6–8 weeks depending on complexity and data availability. Here's the shape of it.
Understand workflows, constraints, and data. Agree success criteria and use case boundaries.
Connect to your systems, validate data availability, establish secure integration patterns.
Develop the agentic solution, configure decision logic and compliance guardrails.
Test with real scenarios, refine based on feedback, validate accuracy and edge cases.
Run with a live subset. Measure performance vs baseline. Gather your team's feedback.
Present findings, review ROI, agree next steps. Scale, expand, or pause — your call.
Why Start Here
Reading case studies and watching demos only takes you so far. A POC gives you something they can't — evidence from your own operations.
A working solution built on your real workflows, your real data, your real compliance constraints — not a demo environment.
FTE hours saved, accuracy improvement, faster resolution times — real numbers before committing to full transformation.
Your teams see it working. Your stakeholders see the results. Your exec team sees the business case. Everyone moves forward with confidence.
Not every use case is ready for Agentic AI. Better to discover that in 6–8 weeks than 6 months. Time-boxed POCs let you pivot or proceed.
What You Get
At the end of 6–8 weeks you have more than a prototype — you have the evidence to make a confident decision.
A functional agentic solution integrated with your systems, processing real workflows — not a sandbox simulation.
Accuracy rates, processing times, cost per case, FTE hours saved, quality scores — measured against your baseline.
Audit trails, explainability reports, vulnerability handling demonstrations, Consumer Duty alignment — ready for scrutiny.
ROI analysis, scaling projections, implementation roadmap, and investment requirements for full deployment.
Integration patterns, security model, and scalability plan — a blueprint for production deployment if you choose to proceed.
What worked, what didn't, risks identified, mitigation strategies, and honest recommendations for what comes next.
What Good Looks Like
We agree success criteria before we start — so everyone knows what we're measuring and why.
Agreed goals that are complex enough to prove capability but focused enough to deliver in the timeframe.
Can we integrate with your systems, access the data, and meet your security requirements?
Does it match or beat human performance on accuracy? Is it fast enough? Is the quality acceptable?
Does the ROI justify the investment? What's the payback period? Can it scale economically?
Do your teams trust it? Will they use it? Does it make their jobs easier or harder?
Common Questions
Team background (includes)
Vanquis Bank · Capital One · Barclaycard · Chetwood Bank · Intrum · Arrow Global · KotoCard
The next step is a 30-minute conversation — no commitment, no pitch deck. Just a clear view of whether a POC makes sense for you.
30 minutes. We identify your highest-value use case and whether a POC is the right fit.
Defined outcomes, fixed 6–8 week timeline. No open-ended commitment, no surprises.
Real output, in your environment, on your data. A decision based on evidence, not a promise.