By Softura Managed AI · Built for Manufacturing

Score every AI idea. Ship the right ones. Prove the value.

PULSE is the operating system for the enterprise AI program. A SaaS platform that helps you discover, govern, deliver, operate, and measure AI use cases — with a defensible dollar value on every idea and realized ROI on every agent.

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Pipeline · Use case · Lifecycle · Scoring · Engine. Five pluggable modules. One AI lifecycle.

Score: 82 · Quick Win

3-yr ROI: 412%

pulse.softura.com / discover / new

Tell me about a manual task on your team that takes time every week. What's the work and roughly how long does it take?

Shift handoff reports. 3 supervisors, ~45 min each, every shift. Pulled from ERP, Excel, and email.

Got it. How many shifts per day, and how often do errors in the report cause downstream rework?

Interim ROI Estimate

$184,500 / yr

Payback in 4.2 months · Medium confidence

The Problem

AI programs stall in the gap between idea and impact.

Most enterprises have plenty of ideas — and plenty of pilots. What they don't have is a repeatable way to score, govern, deliver, and prove value across the full portfolio.

Tribal knowledge stays trapped.

High-value use cases live with frontline operators who never make it into the workshop. Top-down discovery misses 80% of the pipeline.

No shared scoring. No prioritization.

Every department defends its idea. No defensible dollar value, no consistent ranking, no way to fund the work that actually moves the business.

Realized ROI is invisible.

Millions are budgeted, agents go live, and leadership can't say what came back. AI becomes a cost center with no scorecard.

The Platform

Five modules. One AI lifecycle.

Buy what you need. Activate the rest as your AI program matures. Every module shares one platform foundation, one identity, one source of truth.

Find the work

Discover

Conversational AI intake. Scores every idea in dollars in minutes. Captures tribal knowledge across every department.

Fund the work

Govern

Approval workflows, scored portfolio, sprint commitment, and budget envelopes — across every department.

Build the work

Deliver

Requirements, build, test, UAT, and release — managed by Softura PODs or your own internal squads.

Run the agents

Operate

24/7 monitoring, drift detection, incident SLAs, and LLM cost optimization across every live agent.

Prove the value

Measure

Realized ROIC vs. projected. Portfolio ROI. Auto-generated executive reports. CFO-grade visibility.

The Scoring Engine

Every idea, scored 0–100.

Stop arguing in conference rooms. PULSE applies a four-dimensional scoring model — calibrated against 40+ benchmark use cases — to every idea that enters the pipeline. The output: a defensible dollar value, a tier, and a backlog ranked by what actually moves the business.

CFO-credible math. Loaded labor rate, error multiplier, NPV discount, payback, and 3-year ROI — applied transparently.
Auto-tiered output. Quick Win, Strategic, Invest, or Parking Lot — every use case routes to the right delivery track.
Live recalculation. As inputs change, the score updates. Every change is timestamped — full audit trail for governance.
Realized vs. projected. Once an agent goes live, PULSE compares real performance against the original estimate. Close the loop.

Use Case · UC-0142

Quick Win

82.4/100

Shift handoff agent · Operations · Payback 4.2 mo

Financial value

35% weight · 88

Ease of implementation

25% weight · 100

Speed to value

25% weight · 75

Strategic alignment

15% weight · 70

How It Works

From idea to deployed agent in four steps.

PULSE replaces consulting-heavy intake with a self-serve workflow that any employee can run. The COE governs. PODs deliver. Operations monitor. Measurement closes the loop.

Conversational Intake

An employee describes a use case. PULSE asks one question at a time, extracts headcount, spend, time savings, and revenue impact, and shows interim dollar estimates mid-conversation.

Score & Tier

Four-dimensional scoring runs on every save. Each use case is auto-tiered Quick Win, Strategic, Invest, or Parking Lot. The COE's backlog ranks itself.

Govern & Commit

Approvals route by department. The COE plans sprints, assigns to delivery PODs, and commits — capacity, risk, and budget tracked in real time.

Deploy & Measure

Live agents enter the registry. Drift detection, incident SLAs, and monthly performance reports compare realized ROI against the original projection.

Built for everyone in the AI program

One platform. Five roles.

Employee

Submit ideas. Track status. Watch dollar value emerge in real time.

Approver

Review the department queue. Approve, return, or flag with business context.

COE Lead

Govern the portfolio. Plan sprints. Assign PODs. Track every agent end-to-end.

Executive

Portfolio ROI. Realized savings. Auto-generated board-ready reports.

Admin

Tenant configuration, RBAC, SSO, tech stack catalog, and audit log.

Why Softura Managed AI

Software plus the team that runs it.

PULSE is a platform — but most enterprises don't just need software. They need a partner who can stand up the AI COE, deliver the early wins, and scale the program without scaling the headcount. Softura's Managed AI practice provides delivery PODs, advisory overlay, and the benchmark library that sharpens every use case in your portfolio.

Talk to our practice lead

40+

Pre-loaded benchmark use cases across 6 enterprise functions

<4wk

Quick-Win time to value, calibrated against real deployments

Pluggable modules — buy what you need, activate the rest later

100%

Audit-tracked: every score, approval, sprint, and incident logged

Ready to start?

Score your first 10 use cases in 30 days.

Book a 30-minute working session with our Managed AI practice lead. We'll walk the platform, show the scoring engine on a real use case, and map your AI maturity in the same call.

Book a 30-min demo Explore the platform