Data you can trust. AI that does the work.
H&D is a data and AI consulting team. We connect your data, make the numbers match, put them in front of your team, and build AI on top.
See an agent at work.
Pick an industry and ask the agent about what it found. When it has enough, it proposes a fix, and nothing changes until you approve it.
Our team's experience includes
Where is your data today?
Most small businesses and franchises start here. You get one source of truth and a dashboard the owner opens every morning. AI comes next, once the data is flowing.
- Weeks 1–2Connect your POS, spreadsheets, CRM and ad accounts
- Weeks 3–4Clean up the core numbers: sales, costs, customers
- Weeks 5–6Launch your first dashboard and train the team
You have a warehouse and dashboards, but finance and sales quote different revenue. We rebuild the modeling layer so every tool reads the same tested definitions.
- Weeks 1–2Audit models and pipelines, and find where numbers diverge
- Weeks 3–6Rebuild core models in dbt with tests and a medallion structure
- Weeks 7–8Point dashboards at the new models and retire the old ones
We build a semantic layer so AI reads the same metrics your team does, then connect agents that draft changes in your systems for your team to approve.
- Weeks 1–2Pick one workflow with a clear dollar cost, like reorders or collections
- Weeks 3–5Build the semantic layer, the agent and who approves what
- Weeks 6–8Launch with approvals in Slack and every change in an audit log
Find out what your data could be doing.
A 30-minute call about your systems. We'll show you what's possible and tell you honestly if we're not the right fit.