Friction
Manual processes
Onboarding, screening, casework, policy updates. Every request starts from scratch, so the team never gets to the strategic work.
AI transformation
Lead the change with evidence.
Not one AI project. One system: data, models and agents that give your team the ground to steer the whole company through the shift.
Blueprint
Data
Models
Agents
The problem
Four things slow down almost every transformation.
Friction
Data in silos
HRIS, ATS, payroll, ticketing. No shared view. Decisions run on gut feel, reports arrive a month late.
Friction
No trusted signal
Attrition risk, skill gaps, workforce cost. Everyone senses them, nobody can point to the number behind them.
Friction
Change outruns capability
New skills are needed faster than the organisation can build them, and nobody can show where the gaps sit.
Four layers
Four capabilities. One flow. One result.
Diagnose.
Blueprint
A short, concrete map of where AI moves the business, ranked by effort and payoff, seen from people, HR and finance.
- Process and data audit
- Ranked opportunity list
- A 90-day plan, not a slide deck
Unify.
HR data foundation
HRIS, ATS, payroll and ticketing joined into one governed layer. Every model and agent reads from it.
- One schema across systems
- Data contracts, not exports
- Access and lineage logged
Decide.
Models
Skills and task, adoption, and demand-and-supply models turn HR data into decisions people can act on.
- Stated inputs, stated outputs
- Reviewed on a fixed cadence
- Guardrails set with your team
Act.
Agents in operation
Ten agents run the recurring work, from onboarding to policy compliance, inside your systems and your rules.
- Trigger, inputs, outputs per agent
- Trust tiers, human approval where needed
- Full run log, pause anytime
ROI logic
VALUE EXCHANGEMetrics are set before we start. Before and after, reported openly.
10
agents covering the recurring HR workload
-60%
shorter time from request to resolution
Honest
reporting on what each agent actually changed
Honest ranges, never promises. If we cannot measure the effect, we say so, in plain terms.
How we build it
Four steps. Diagnose, foundation, pilot, operate.
01
Diagnose
Two weeks to map your processes, data and team. You get a ranked opportunity list, in plain terms.
02
Foundation
We connect your systems into one governed data layer. No new platform, guardrails signed off by your team.
03
Pilot
One agent runs on real cases. You see it trigger, decide and log, before it touches full volume.
04
Operate
Agents run in your environment, owned by your team. We stay for iteration and the next layer.
System · Horizon
A transformation that runs all year.
Not a project every quarter. A system that informs, decides and reports every day, governed and in your stack.
Your team stays in the lead, with better ground under it.
Four services carry the transformation.
The capabilities above are delivered as ongoing services. Fixed scope, monthly reporting, right to pause.
When every answer starts with an argument about the numbers
HR Data Foundation
One trusted layer for people data: sources, contracts, definitions and quality you can point at.
Read more →When leaders ask for numbers HR cannot produce fast enough
People Analytics and Metric Layer
A metric layer and a small set of decisions it serves, instead of another dashboard nobody opens.
Read more →When roles are described in titles instead of skills and tasks
Skills and Task Model
A living taxonomy of roles, tasks and skills, scored for automation potential and mapped to your own data.
Read more →When agents are running and nobody is accountable for them
Agent Operations
Run HR agents like a service: an owner, a trust tier, monitoring and a monthly review of what they actually did.
Read more →Before you build
See an agent in sketch before you build it.
We show a real cut of the system, using your data and one of your processes. You see the shape, not a sales demo.
Next step
Half an hour, no cost. You get a straight answer on whether we fit.
Book half an hour
Two minutes to write, an answer the same working day.
See the engagements and pricing
From one HR process to the whole transformation, priced per step.
How we handle your data
Governance, logging and ownership, written before you ask.