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Enterprises evaluating GenAI vendors
A partner you can hold to the same evaluation bar as any other critical software vendor.
Generative AI
Generative AI Consulting for Buyers Who've Already Seen the Demos.
Evaluate a GenAI partner the way you'd evaluate any critical vendor: on grounding, evaluation rigor, security and the ability to get you from proof-of-concept to production. Not on how good the sales demo looks.
Overview
What to Look for before You Hire a GenAI Consulting Partner.
Most GenAI consulting engagements fail for the same reason: the vendor can build a demo but not a production system. Before you hire, you should be able to see how a partner grounds answers in your data, how they evaluate quality beyond "it looks right," and how they secure a system that touches customer or internal data.
We're built to be evaluated on exactly those terms. Every RAG chatbot or LLM application we deliver runs on a defined evaluation harness, documented guardrails and a security posture that holds up to your compliance review. Not just a working prototype on launch day.
Capabilities
What We Deliver
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RAG chatbot development
Enterprise AI chatbots grounded in your own data, with citations and access control.
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LLM application development
Production-grade applications built on LLMs. Not prototypes that stall after the demo.
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Evaluation & benchmarking
A defined evaluation harness measuring groundedness, relevance and hallucination rate before launch.
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Guardrails & responsible AI
Safety filters, refusal behavior and human-in-the-loop review built in from day one.
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Secure, compliant delivery
Private, audited deployments that satisfy security and compliance review, not just engineering sign-off.
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Proof-of-concept to production
A defined path from pilot to a system your customers and auditors can both trust.
Skills & technologies
What We Bring to the Table
Retrieval-Augmented Generation (RAG)
LLM integration (OpenAI, Anthropic, open-source models)Enterprise AI chatbot development
Prompt engineering & evaluation harnesses
Vector databases (Pinecone, pgvector, Weaviate)
AI guardrails & responsible-AI review
Fine-tuning & model evaluation
Who it's for
Ideal When You're Here
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Stalled GenAI pilots
Take a proof-of-concept that never shipped and get it into production, properly evaluated and secured.
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Regulated industries
Deploy GenAI with the guardrails and audit trail your compliance team will actually sign off on.
Trusted by teams building at scale
How we engage
A Clear Path from First Call to Shipped Work
Discover
A free consultation to understand goals, constraints and the shape of the work.
Shape
A costed plan, team-sizing and roadmap. So you know exactly what you're getting.
Build
Agile delivery with security and quality, shipping in short, visible increments.
Scale
Grow the team or platform as you succeed. From a squad to a full capability.
Engagement Model
One Team.
Four Ways to Engage.
Whether it's on-demand capacity, a managed pod, or your own offshore centre, every model runs on the same processes and certifications.
Model 01Time & Material (T&M)
Vetted senior engineers on demand, billed for actual effort, flex the team up or down with open timesheets. Our IT staff augmentation model for teams that need to move now.
Model 02MSP (Managed Service Provider)
A dedicated managed pod owns the outcome against agreed SLAs, at a predictable monthly cost, open book.
Model 03Build, Operate, Transfer (BOT)
We stand up the platform and pipelines, operate and stabilise them, then transfer the capability to your team.
Model 04Global Capability Centre (GCC) & Staffing
A dedicated offshore team you will own, scaling to 300+ seats, with hiring and facilities handled and dual shore governance.
Need More Information?
Generative AI Consulting. Your Questions Answered
Ask how they ground answers in your data, how they evaluate quality beyond a demo, and how they secure the system. If a vendor can't answer all three with specifics, that's a signal. Not a technicality.
We ground responses in your data using retrieval (RAG), add guardrails and citations, and run automated evaluation harnesses to measure and reduce hallucination before and after launch.
Yes. We deploy into private, compliant environments with full audit trails. As an ISO 27001:2022 and SOC 2 certified partner, data protection is central to how we build.
Yes. We regularly inherit GenAI proof-of-concepts that stalled and take them through evaluation, guardrails and secure deployment to get them live.
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