services / ai

AI that works inside your company.

We build company brains, custom agent harnesses and AI bots for your website, and train your team to use AI well. We work with all the major AI labs.

✦ Ready for the AI era. This is our home turf. We build company brains, agent harnesses and bots on top of data you can trust.

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what we build ai labs

what we build

AI built around your data and your people

company-brain.md

Company brains

A private knowledge layer over your documents, tools and data, so every person and agent can ask and get grounded answers.

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harness.md

Custom harnesses

Agent harnesses with the right tools, permissions, guardrails and evaluations for your workflows.

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training.md

AI training

Hands-on training that makes your teams confident and effective with the latest AI tools.

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web-bots.md

Bots for your website or Slack

Custom AI assistants for your site that answer, qualify and convert, on-brand and under your control.

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more.md

And more

Automation, data activation and custom projects. If it involves AI and your data, we can build it.

data.md

Grounded in solid data

AI is only as good as the data behind it. We make sure it is accurate, governed and ready.

ai labs

We work with all the major AI labs

We use the best model for each job and stay vendor-neutral, so you are never locked into one lab.

Anthropic

OpenAI

Google Gemini

Agents you can actually rely on

A model alone is not a product. The harness around it decides what it can do, what it can touch and how you know it worked.

Tool and data access scoped to the task
Guardrails, permissions and human-in-the-loop steps
Evaluations that catch regressions before users do
Observability: logs, costs and quality over time

agent.yml

agent: support-analyst
model: best-for-task
tools:
  - warehouse.query   # read-only
  - docs.search
  - ticket.draft_reply
guardrails:
  pii: redact
  send: human_approval
evals: 42 cases · passing

// illustrative

specialisations

Go deeper by offering

company-brain.md

Company brain

A governed knowledge layer your team and agents can ask.

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custom-harness.md

Custom harness

Tools, guardrails and evals that make agents reliable.

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ai-training.md

AI training

Hands-on training tailored to each role.

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bots.md

Bots for your website or Slack

Custom AI assistants for your site or Slack.

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how we work

From first call to running system

step-01

01 /

Discover

We learn your goals, stack and constraints.

step-02

02 /

Plan

Audit findings and a clear, prioritised plan.

step-03

03 /

Build

Implementation by engineers, reviewed with your team.

step-04

04 /

Run

Hand over, or keep us on to support it.

more services

Other ways we can help

analytics-tracking.md

Analytics & tracking

Implementations and event libraries that make your tracking consistent and trustworthy.

GA4AdobeMixpanelEvent libraries

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data-infrastructure.md

Data infrastructure

Data pipelines, warehouses and the cloud computing underneath them.

PipelinesWarehouseGCPAWSAzure

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data-build.md

Data build & semantic layers

Trusted models and one definition of every metric, in dbt and MetricFlow, LookML, SQLMesh or Omni.

dbtMetricFlowLookMLSQLMeshOmni

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audits.md

Audits

Independent audits of your analytics setup, data infrastructure and experimentation.

AnalyticsInfrastructureExperimentation

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ab-testing.md

A/B testing & experimentation

From audits of advanced programs to feature flags and warehouse-native experimentation.

GrowthBookStatsigEppo

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bi-reporting.md

BI & reporting

Any BI platform, including Looker. Dashboards people actually open.

LookerPower BITableau

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data-consulting.md

Data consulting

Tool selection, stack design and straight answers on what to build or buy.

StrategyTool selection

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managed-platform.md

Managed platform

We run the Reflective Data platform for you, end to end.

PipelinesBuildExplore

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client-story.txt

"I've worked with hundreds of vendors, and Reflective Data stands apart. Their dedication to customer success is unmatched. They stayed with our team through every legacy-platform surprise until we could fully trust the data landing in our warehouses. Hands down one of the best teams I've worked with in 15 years."

— Marc, Senior Marketing Manager, Invesco

get-started.sh

Tell us what you need. We'll scope it.

Pricing is tailored to your sources, volume and the parts of the platform you use. Get a quote or book a call with the team.

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