Welcome to Artifact

Welcome to Artifact

Welcome to Artifact

Expertise that ships AI into production.

We combine AI engineering, systems integration, and trusted controls to deliver production-ready AI workflows built to run reliably, be auditable, and scale adoption.

We combine AI engineering, systems integration, and trusted controls to deliver production-ready AI workflows built to run reliably, be auditable, and scale adoption.

We combine AI engineering, systems integration, and trusted controls to deliver production-ready AI workflows built to run reliably, be auditable, and scale adoption.

The reality

From readiness to rollout. AI your teams can run & scale.

From readiness to rollout. AI your teams can run & scale.

AI adoption is accelerating and most organisations are experimenting with tools and pilots. That's normal.
The challenge is turning early activity into repeatable production value,  integrated into real workflows, deployed securely, and measured after launch.

Who we are

1

Focused AI Implementation

We're a specialized practice helping organizations move from pilots to production, with delivery capabilities across the UK and India.

2

Fast Validation,
Real Results

Most AI experiments stall in limbo. We help teams qualify opportunities quickly, ship working systems fast, and measure actual business impact.

3

Scale Winners, Kill Losers Fast

We believe in decisive action based on results. If a solution delivers measurable value, we scale it. If it doesn't show impact, we stop early.

Core capability areas

Production AI workflows

Assistants and agents connected to your systems. Deployed with monitoring and controls.

Operational automation

Document, case, and approval workflows. Human-in-the-loop where needed.

Systems integration

Secure integration into your CRM, ERP, and service platforms with proper permissions.

Adoption & rollout

Training, documentation, and handover so your teams can own it.

Why Ascend IQ

Connect to Content

Add layers or components to infinitely loop on your page.

Workflow integration. AI embedded where work happens

Controls by default. Security, audit logs, monitoring built in

Outcome reporting. Adoption and value measurement included

Production readiness first. Clear Go/No-Go before major spend

Scale-or-stop discipline. Scale what works, stop what doesn't

Platform expertise

We're model-agnostic. We select the right platform based on your constraints: security, data sensitivity, latency, and integration needs.

We're model-agnostic. We select the right platform based on your constraints: security, data sensitivity, latency, and integration needs.

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Claude (Anthropic) Enterprise document analysis, financial services

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GPT-4 (OpenAI)

General automation, customer service

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Gemini (Google)

Google Workspace environments, GCP deployments

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Open Source (Llama, Mistral etc)

Data residency, cost control, custom requirements

Trusted AI Controls (built in)

Trusted AI Controls (built in)

Every build includes:

Every build includes:

Man with short dark hair wearing a light green shirt, sitting near a window in soft light
Man with short dark hair wearing a light green shirt, sitting near a window in soft light
  • RBAC/access controls

  • Human-in-the-loop where needed

  • Evaluation & testing

  • Audit logs

  • Monitoring + incident playbooks

  • Documentation pack (system/model cards + provenance notes)

Technology stack
(selected, production-grade)

We are model-agnostic and cloud-agnostic. We select the right stack for your environment and constraints.

AI development & orchestration

LangChain • LlamaIndex • Haystack • Semantic Kernel • agent frameworks • fine-tuning tooling

AI development & orchestration

LangChain • LlamaIndex • Haystack • Semantic Kernel • agent frameworks • fine-tuning tooling

AI development & orchestration

LangChain • LlamaIndex • Haystack • Semantic Kernel • agent frameworks • fine-tuning tooling

Cloud & infrastructure

AWS • Azure • GCP • Docker • Kubernetes • CI/CD • Observability tooling

Cloud & infrastructure

AWS • Azure • GCP • Docker • Kubernetes • CI/CD • Observability tooling

Vector databases & RAG

Pinecone • Weaviate • Qdrant • Elasticsearch + vector • pgvector • document processing tooling.

Vector databases & RAG

Pinecone • Weaviate • Qdrant • Elasticsearch + vector • pgvector • document processing tooling.

Vector databases & RAG

Pinecone • Weaviate • Qdrant • Elasticsearch + vector • pgvector • document processing tooling.

Voice & conversational AI

Whisper • Deepgram • Twilio • voice agent platforms.

Voice & conversational AI

Whisper • Deepgram • Twilio • voice agent platforms.

Web/app delivery & automation

React/Next.js and modern web stack • low-code tooling when speed matters.

Web/app delivery & automation

React/Next.js and modern web stack • low-code tooling when speed matters.

  • Grow quicker.

    Build better.

  • Ideate faster.

    Work smarter.

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  • Grow quicker.

    Build better.

  • Ideate faster.

    Work smarter.

  • Abstract gradient
  • Grow quicker.

    Build better.

  • Ideate faster.

    Work smarter.

  • Abstract gradient

Ready to scale your AI capabilities?

Book a 30-minute discovery call to discuss your use case and see if we're the right fit.

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Ready to scale your AI capabilities?

Book a 30-minute discovery call to discuss your use case and see if we're the right fit.

Abstract gradient

Ready to scale your AI capabilities?

Book a 30-minute discovery call to discuss your use case and see if we're the right fit.

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