230.7 seconds
Decision automation
A complex process that took a trained expert 3–5 hours by hand now runs in 230.7 seconds. Decision automation, not a faster old process.
AI-first value creation consultancy · Private equity & enterprise
Sapionic is a decision-centric AI transformation consultancy. We help organisations, and the investors behind them, deliver EBITDA from AI. We know where the value sits: in automating the hundreds of decisions inside your workflows, not in agents, not in automating tasks. We’re with you from start to finish: strategy to production.
What we believe
The value of AI lies in decisions, not tasks. Every workflow is a sequence of decisions, and each decision is constrained by the people who make it: their number, skills, know-how, judgement and time. Automating tasks produces small incremental gains of around 10%, because people remain the bottleneck. Organisations that redesign their workflows so that AI agents make the decisions, with experts overseeing them and handling the exceptions, can see a 4,000% improvement in speed of execution.
AI programmes succeed or fail on organisational change, not technology. Most fail because roles and ways of working stay the same, the benefit is never traced to a line in the accounts, and governance arrives at go-live and stops the release. Our five pillars close that gap and turn AI capability into financial value you can verify.
01 · Value
Efficiency that never reaches the accounts isn’t value. Every initiative is tied to a revenue, margin or cost line, owned by a named leader, with benefit realisation tracked from day one. If you can’t trace it to a line in the accounts, assume it isn’t there.
02 · Design
We codify, design and build
The value isn’t in the tools or the tasks; it’s in the decisions inside your workflows. Automate the decision itself and the economics move. It’s the difference between a faster broken process and a different kind of system.
03 · Foundations
The returns everyone wants in year two come from the work nobody celebrates in year one: clean, connected data, the integration and orchestration layers, real governance, and the talent to run them. Skip it and you don’t avoid the cost; you defer it, then rebuild later at twice the price.
04 · People
Automating decisions reshapes the operating model: new ownership, new roles, new ways of working. The business owns the outcome and the P&L line; a central team owns the capability. It’s led from the C-suite, and change is designed in from day one, because most deployments fail not on the technology but on what people do differently on Monday morning.
05 · Control
Every automated decision is explained, logged and reversible. Governance, compliance, ethics and ESG are built in from the first release, not added at go-live, where they stop the programme. When your board, your auditor or your regulator asks why a decision was made, you can show them.
Build new competitive advantages with Sapionic
The goal of decision-centric AI transformation is an operating model where every decision is faster, better and cheaper. Sapionic’s 5S framework describes what that looks like.
Seconds, not days.
Decisions that took hours or days happen in seconds, and the workflow moves with them.
Any volume, same team.
Volume grows without cost growing with it; headcount decoupled from revenue.
Your best expert, every time.
Every skill available, not only the ones you can hire.
ML and data in every decision.
Machine learning and data science inside the decision, not gut feel.
Every decision on record.
Explained, logged and reversible, open to your CFO, auditors and regulator.
Together they don’t add up; they compound into lasting enterprise value.
What we do
Three ways to work with us: all decision-centric, senior-led, and tied to your P&L. Start small, build capability, or bring us in to deliver.
01 · Start small
Fixed-price, senior-led sessions. Each one ends with an artefact you keep.
From £4,500
All five workshops02 · Build capability
Courses for leaders and teams that make the change stick, standalone or org-wide.
All five courses03 · Deliver
Focused services when you need an answer fast. Larger engagements when you need it built and run.
Focused services (from 1 day to 4 weeks)
Not sure where to start? Book a free 30-minute scoping call.

How it works
Iterative, controllable, low risk. Five phases for the whole programme, with the five pillars running through every one.
Opportunity mapping, agent-assisted
We interview the leaders of each function. Our agents read the transcripts, process documents and system records, and pull out the decisions inside your workflows. Every opportunity is sized against EBITDA drivers and force-ranked.
You keep
A ranked opportunity inventory, with the top opportunities written up in detail
Typically
2 to 8 weeks, depending on how many functions
Readiness assessment, gaps and fixes
Tech, data, security, legal and organisation assessed. Where a strategy, architecture or AI policy exists, we review it rather than redo it.
You keep
Readiness gaps, and what it takes to close them
Typically
Alongside mapping
AI strategy and roadmap, board-ready
Strategy, roadmap, investment case, operating model and governance, presented to the board. Every priority decision tested before anything is built.
You keep
A board-ready AI strategy and transformation plan
Typically
2 to 4 weeks
Decision automation, into production
Workflow by workflow, decision by decision, all rewired to deliver lasting value to your P&L. Your suppliers or ours.
You keep
Decision systems in production
Typically
Weeks, not quarters, per workflow
Change and benefit realisation, from day one
People brought along, autonomy earned in stages, benefits tracked to the accounts.
You keep
Adoption that lasts, and benefits reported to the board
Typically
Starts on day one, runs throughout
Five pillars in every phase
Our USPs
Most firms offer either strategy or implementation. We deliver both, backed by proven commercial leadership and hands-on technical expertise.
The Sapionic advantage
We design the transformation roadmap, then we build it.
Strategy firms deliver PowerPoints. SI firms build without strategy. We deliver both.
230.7 seconds
Decision automation
A complex process that took a trained expert 3–5 hours by hand now runs in 230.7 seconds. Decision automation, not a faster old process.
600% ROI in 6 months
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Million saved
PMI acceleration
The technical integration work behind a merger: mapping systems, reconciling records, and deciding what moves, what merges and what is retired.
AI due diligence
Private equity
AI due diligence for the acquisition of a parking operator.
Each wave reached one level deeper into the work. Reasoning is the last level.
Read the articleArticle 50 exempts work under human editorial control. A blanket watermark flattens the distinction the law was careful to draw.
Read the articleA practitioner’s playbook for AI that reaches the P&L. Masterclass, 30 September 2026.
Featured in Inspired Business MediaA free 30-minute scoping call returns a written recommendation on the right engagement and an indicative price.