Outcomes shipped as software — not embedded consultants

Cut triage cost 70%.
Lift household ARPU 12%.
Proven in weeks, not quarters.

Pre-built telecom workflows that take cost out of support, network, and billing operations, then grow and protect revenue. We own the outcome end-to-end, deploy in 7 days without IT, and bill against your KPI.

$0.30
per ticket, down from $4.50
40%
calls deflected
25%
churn reduction
7 days
to first measured outcome

Telecom operators are drowning in AI tools.
None of them guarantee results.

You've bought the tools. Hired the team. Run the pilots. But your support operations still run on manual triage, and your AI investments aren't translating into measurable impact.

56%
No Financial Return
More than half of CEOs report no significant cost or revenue benefit from AI to date. PwC Global CEO Survey, 2026.
12%
Both Ledgers
Only 1 in 8 CEOs say AI has delivered both cost and revenue benefits. Most tools move one ledger, or neither.
12+
Tool Sprawl
The average enterprise juggles 12+ AI tools that don't talk to each other.

For every $1 you spend on software,
you spend $6 to operate it.

Your CRM bill is visible. Your contact center, billing operations, retention, field service, and support cost is six times larger and rarely benchmarked. That is where the savings hide. We deploy AI workflows that take a measurable bite out of that operating cost — call by call, ticket by ticket, at-risk account by at-risk account.

$1
Spent on the software you bought
$6
Spent on the operations to run it
Where we compress the $6
We do not replace your software. We take cost out of the operations that surround it, then cut churn cost and CAC inefficiency by up to 25% each on the revenue side.
−70%
Triage cost per ticket
−40%
Inbound call volume
−35%
Repeat truck rolls
−45%
Manual dispute handling

You tell us the result.
We deploy the automation.

Pick an outcome — like “reduce manual triage by 70%” — and the platform deploys it as a fully orchestrated workflow. No model selection. No prompt engineering. No integration project.

🎯
Pre-Built for Telecom
40 ready-to-deploy outcomes, each tied to one P&L lever: take cost out, or grow and protect revenue.
⚡
Deploys in Days
Not a 6-month integration project. Select an outcome, configure, go live.
📊
Measures What Matters
Real-time KPIs tied to business results (triage time, accuracy, cost per ticket), plus dollars by lever, measured apart from modeled, net of platform cost.
Live Workflow
1
User selects "Automate Ticket Triage"
↓
2
Engine maps outcome → workflow steps
↓
3
LLM classifies ticket → routes to team
↓
4
Metrics tracked: 70% reduction in manual triage

Everyone promises outcomes now.
The difference is how they're delivered.

The industry's biggest vendors deliver outcomes by embedding engineering teams inside your business for months. We deliver them as a product you switch on.

Embedded AI engineering programs AI Outcomes Platform
Who does the work Vendor engineers on-site for months Pre-built outcomes, run by your ops lead
Time to first outcome Quarters — co-design, build, deploy 7 days, self-service
Pricing Enterprise services contracts Per outcome, billed against your KPI
Built for Fortune 500 transformation programs Telecom operators, 100K–5M subscribers

First outcome live in 7 days. Without IT.

The biggest names in AI now sell outcomes too — delivered by engineering teams embedded in your business for months, at Fortune 500 prices. We productized it. Your operations leader stands up the first outcome themselves, in a guided flow, on a connected sandbox of your data.

Day 1

Connect

SSO sign-in. One-click authorize ServiceNow, Salesforce, or Genesys. Read-only sample, never write until you say so.

Day 2-3

Configure

Pick the outcome from the library. Plain-language questions for queues, escalation policy, and KPIs. No prompt engineering.

Day 4-5

Calibrate

Replay your last 30 days of operations data in shadow mode — tickets, calls, churn signals, billing events. Approve the model's decisions. The system learns your edge cases.

Day 6-7

Go live

Switch from shadow to production. SLA active. Full observability and human-in-the-loop on edge cases.

7 days
Median time from kickoff call to first measured outcome — vs. 14 weeks industry average.

Three steps to measurable impact.

No integration headaches. No model selection. No prompt engineering.

1

Pick an Outcome

Choose from 40 telecom outcomes in two ledgers. Take cost out: triage, deflection, dispatch, disputes, outage prediction. Grow and protect revenue: upsell, win-back, churn saves, lower CAC, leakage recovery.

2

Deploy in Days

The platform configures AI models, builds the workflow pipeline, and connects to your ticketing system.

3

Track Results

Live dashboard with Cost Out and Revenue Up in dollars, measured apart from modeled, plus the operational KPIs behind them: triage time, accuracy, cost per ticket, and progress against your target KPIs.

40 outcomes. Two ledgers your CFO already uses.

Every outcome is tied to one P&L lever. Cost outcomes take unit cost out of operations. Revenue outcomes grow or protect revenue, measured against a holdout group. Risk outcomes sit beside the P&L, never inside it.

Why context
Intelligence is a commodity. Every operator has the same models, the same tokens, the same APIs. What none of your competitors have is your context — every workflow, every process, every pattern, every decision your organization has ever made. Context is the moat. Applied against your cost base and your revenue line, it compounds.
That is exactly why we built the library this way. Generic AI cannot take a verified dollar out of your cost base or add one to your revenue. It has no idea how your network alarms cascade, how your billing disputes get resolved, or which save play actually retains a customer in month three. We do not sell intelligence. We sell context-wired outcomes, each tied to a P&L lever, and we earn the upside on whichever ledger you choose to move first.
✂️
Take Cost Out
Hard savings in support, network, field, and billing operations, plus capacity your teams get back.
26 outcomes
📈
Grow and Protect Revenue
Upsell, win-back, churn saves, and leakage recovery, measured against a holdout group.
12 outcomes
🛡️
Reduce Risk
Expected loss avoided on PII exposure and insider access. Reported beside the P&L.
2 outcomes
Take Cost Out

Two ledgers. One dashboard. No blended numbers.

Cost outcomes prove themselves in weeks, so that is where we start. Revenue outcomes carry the bigger upside, so that is where we grow. Every dollar is labeled measured or modeled, and only measured dollars are ever invoiced.

Cost Outopex and capex
$147K per month
Measured, finance-validated baselineModeled
  • Ticket triage$4.50 → $0.30 per ticket
  • Call deflection40% of outage calls avoided
  • Capacity freedHours, shown apart from savings
Revenue Upgrowth and protection
$212K per month
Measured, holdout liftModeled pipeline
  • Household bundles+12% ARPU vs. 10% control group
  • Churn savesSaves counted only above control
  • Leakage recoveryCounted on confirmed billing correction

Illustrative dashboard for a Tier 2 operator handling 50,000 tickets a month.

01

One lever per outcome

Cost, revenue, or risk. Never counted twice.

02

Measured beats modeled

Finance-validated baselines, confirmed events, holdout lift.

03

Hours are not savings

Capacity counts once headcount or overtime actually drops.

See it in action: Automated ticket triage.

One of 40 outcomes in the library, walked through end-to-end so you can see how every workflow behaves — classification, routing, measurement, audit. The same shape applies to call deflection, churn saves, revenue recovery, and the rest.

1

Ticket Ingestion

Customer submits "Internet keeps dropping every evening" via support portal.

2

AI Classification

LLM classifies as Network → Intermittent → Peak Hours with 94% confidence.

3

Smart Routing

Routed to Network Ops with priority P2, bypassing L1 entirely.

4

Outcome Tracked

Resolution time: 2.3 hours vs. 8+ hour average. Metrics logged automatically.

Results After 30 Days

Manual triage reduced70%
Avg. resolution time2.3 hrs → from 8+
Classification accuracy94%
SLA breaches↓ 50%
Agent satisfaction↑ 35%

Built for telecom-scale operations.

Multi-tenant. SOC 2 ready. 99.9% uptime. Handles 50,000+ tickets/month without breaking a sweat.

🔒

Multi-Tenant Security

Isolated data per operator, RBAC, audit logs

⚡

Sub-5s Processing

Real-time classification and routing at scale

📊

Live KPI Dashboards

Track outcomes against targets in real time

🔌

Webhook Integration

Connects to your existing ticketing and CRM systems

Hardening is not a feature list.
It is what lets us own the work.

A copilot can be wrong without consequence. An outcome cannot. To be accountable for results, we operate inside your stack with the same discipline as your own platform team.

Layer 01

Trust

The price of being inside the enterprise.

  • SOC 2 Type II, ISO 27001 in progress
  • Enterprise SSO (SAML, OIDC) on day one
  • Audit log on every step of every workflow run
  • EU and US data residency, BYO encryption keys
Layer 02

Integration

The price of being deployed in days, not quarters.

  • Native connectors for ServiceNow, Salesforce, Genesys, plus MCP for any system you expose
  • REST plus webhooks, no agent install required
  • Multi-region deployment, VPC peering on request
  • Open, versioned, exportable workflow schema
Layer 03

Accountability

The price of owning the outcome.

  • SLA per outcome, measured against your KPIs
  • Full observability on every workflow run
  • Human-in-the-loop where regulation requires it
  • Governed agents: approval gates on any action above your threshold
  • Revenue measured against a holdout group, never modeled
  • Incident response, on-call within 15 minutes

Pay for outcomes, not seats.

Priced by where the value lands and by volume. Cost outcomes per resolved unit. Revenue outcomes on measured margin.

Outcome-Based Pricing

You pay for results. We earn your trust.

Cost outcomes: a price per ticket triaged, call deflected, or dispatch avoided, compared line by line to your baseline unit cost.

Revenue outcomes: a base fee plus a share of incremental margin on accounts saved and revenue recovered, invoiced only on holdout-measured or confirmed results.

No per-seat licensing. No surprise costs. We share the upside on the KPI you choose, and never invoice on modeled numbers.

15x
cost per ticket triaged
40%
call center cost out
6x
ROI on save plays
12%
household ARPU lift
25%
CAC efficiency lift
Talk to Us →

Your operations bill is bigger than your software bill.
What if we cut a measurable slice off it in 30 days?

Pick one outcome — ticket triage, call deflection, churn save, revenue recovery, anything from the library. We will deploy it, measure it, and share the upside.

You're in! We'll be in touch within 24 hours.

No credit card required. We'll be in touch within 24 hours.