Each card describes a workflow we have seen redesigned, with the data, risk, and delivery shape behind it. If a use case resonates with your team's challenges, download the playbook and demo it internally.
FP&A's five-day rush from close to board-ready, compressed into one. The analyst spends the freed time interrogating numbers rather than producing them.
A two-to-four-week sourcing event compressed into days. The sourcing manager reviews scored shortlists rather than building them from scratch.
Manual contract review and renewal tracking turn into AI-extracted clauses, automated reminders, and a single review queue for flagged items.
High-volume rules-based requisition routing turns into AI-driven policy checks and preferred-supplier matching, with humans only on exceptions.
Aravo onboarding cycles slip from weeks to days. Risk monitoring shifts from periodic manual reviews to continuous tracking of external signals.
Three-way matching automates for standard invoices. Humans handle exceptions, surfaced in a single dashboard with context and a recommended action.
Manual categorisation and reactive reporting become a continuous classification layer that produces weekly category packs without analyst lift.
Accounting's six-day close, compressed into two. The controller spends the freed days on judgement calls rather than chasing matches across disconnected ledgers.
Roughly seventy percent of an SDR's week sits in research and admin. The redesign moves that work to a research stack and gives the rep back the conversation.
Forecast accuracy averages 46 percent because the roll-up sees what the rep typed, not what the buyer said. The redesign reads the call.
Sixty-eight percent of reps name CRM entry their largest time sink. The redesign captures the call, writes the note, and turns coaching from a sample into a loop.
Brand, creative, and content production compressed from a six-week cycle to a working week. Reviewers spend the freed time on judgement, not drafting.
Lifecycle marketing's quarterly variant cycle compressed into a week. The team ships individualised journeys instead of segment broadcasts.
End-to-end campaign orchestration from brief to in-flight optimisation, run as one loop instead of six disconnected stacks.
Recruiting compressed from forty-four days to a fortnight, with recruiters partnering hiring managers instead of triaging resumes.
Tier-1 HR tickets on policy, PTO, benefits, and payroll resolved at the point of question, freeing HR shared services for the work that needs judgement.
L&D's eight to twelve week module build, compressed into days. Skills inventory, learning plan, and internal mobility run on one live graph.
In-house Legal's linear-cost contract queue, compressed by AI-drafted first-pass redlines. Reviewers move from rewriting to deciding.
Legal Operations' email-and-Slack intake, replaced by structured capture, AI triage, and risk-scored routing. Urgent matters stop waiting behind low-stakes asks.
Litigation's linear-cost first-pass review, compressed by AI prioritisation. Reviewers spend their hours where relevance density is highest.
A weekly hand-built thirteen-week cash view, replaced by an automated forecast that refreshes overnight. The treasurer hedges from a position, not a guess.
Sample-based controls testing replaced by continuous monitoring across one hundred percent of GL transactions. Auditors review flagged exceptions, not random samples.
Churn signal stitched across CRM, product telemetry, and email lands in one health score. The CSM intervenes weeks earlier than the legacy renewal queue allows.
Deal-desk approval cycles compressed from days to hours. AI handles standard pricing reasoning; humans rule on non-standard terms and exceptions.
Four tools counting the same conversion differently, replaced by a single reconciled view across MTA and MMM. Decisions move from anecdote to attribution.
Battlecards refreshed by hand once a quarter, replaced by a live competitive view that updates as competitors move. Product marketing arms the field in days, not weeks.
Manager review-writing time cut by half. Calibration arrives with consistent evidence on every employee, not a memory of the last project.
Annual comp planning compressed from a quarter to weeks. Pay-equity audits run continuously; managers see the live band before they propose an offer.
Quarterly compliance scans replaced by daily monitoring of regulator feeds, mapped to internal policies and controls. Obligations land before the deadline does.
DSAR fulfilment cost falling toward a tenth as PII discovery, redaction, and identity verification run as one pipeline. Statutory deadlines stop being the bottleneck.
Roughly ninety percent of inbound IT tickets resolved at the point of question. Engineers concentrate on incidents and changes rather than password resets and access asks.
Sixty-three percent of incidents auto-classified, MTTR cut roughly thirty percent. Engineers pick up tickets with hypothesis and runbook attached, not raw alerts.
Resolution time fifteen minutes to two on chat, and roughly two-thirds of contact volume contained. Brand risk and escalation paths designed in, not bolted on.
Agent-assist surfaces the right macro and policy in real time. QA scoring runs across one hundred percent of interactions, not the two-percent sample.
Demand forecast error cut twenty to forty percent at the SKU-location grain. Planners stop rebuilding the spreadsheet and start working the exception queue.
Disruption triage compressed from days to hours. The planner reads a queue with hypothesis and recommended action, not a wall of disconnected alerts.
Twenty-six percent more PRs per developer, fifty-five percent task speedup on net-new work. Reviewer time concentrates on spec and security, not syntax.
Jira ticket to drafted spec to tested PR, run end-to-end. Engineers review and steer rather than implement from scratch.
Long-tail supplier negotiation handled by an agent inside policy. Procurement signs off rather than negotiates every line.
Point-in-time supplier risk replaced by continuous monitoring of ESG, financial health, and geopolitical signal. Procurement reads risk movement, not annual snapshots.
A sample of organisations whose teams we have worked alongside, and the workflow we helped redesign.
Experience building with
Book a coffee. Thirty minutes on your version of one of these and where the leverage is. No pitch, no pressure.