Discovery
We sit with your operators and map every workflow. Then we scope three use cases with hard, measurable ROI.
FOR CUSTOMERS
It starts in the mess.
Stalled pilots, spreadsheets everywhere, a board that wants answers. Scroll.
THE PAIN
Your pilots die in the lab.
Eighteen months of proofs-of-concept and nothing in production. The P&L never moved.
THE TURN
We turn the mess into a working model.
Agents engineered into the systems you already run — governed, measured, accountable.
RUNG 01 — FREE · DIGITAL
Design Thinking & Discovery.
A free session that frames the problem and maps the highest-payback use cases. No commitment.
RUNG 02 — PROOF · $25K SPRINT
Pilot & Measure.
A scoped agent ships into one live workflow and is measured against a hard, agreed baseline.
RUNG 03 — PRODUCTION · $80–250K
Deploy & Scale.
One proven use case becomes many — in production, on the stack you already run.
RUNG 04 — RETAINED · $8–25K/MO
Operate & Govern.
Continuous tuning, monitoring, and governance keep every agent earning its keep.
RUNG 05 — PARTNER
Standing Advisor.
A permanent seat at the table for every AI decision your business faces next.
THE CLIMB
Climb only as far as the value carries you.
Each rung pays for the next. The first one is free — start today.
If you run a portfolio, a bank, or a platform where money moves…
You don’t need another platform. You need agents engineered into the systems you already run — built, deployed, and governed for you, measured against a baseline your board will accept.
Your pilots die in the lab
Eighteen months of proofs-of-concept and nothing in production. The deck was great; the P&L never moved.
Your data team is a bottleneck
Every AI idea queues behind the same ten engineers. The backlog is where momentum goes to die.
The board wants an answer
Every quarter the AI question gets sharper. “We’re evaluating” stopped working a year ago.
You don’t want another platform
You want outcomes — agents that fit the systems you already run, not another license to shelve.
What you get
A WORKING MODEL, LIVE IN YOUR STACK WEEKS 1–2
WEEKS 3–6
Build
Our architects design the agents. Vetted specialists deliver against the blueprint, reviewed at every gate.
WEEKS 7–8
Deploy & Train
Agents go live in your environment, inside your governance. Your people learn to operate, refine, and request more.
MONTH 3+
Scale
New use cases land monthly. Sondri stays on for tuning, governance, and the next wave.
PRICING
Three-part, outcome-aligned.
Discovery Sprint
$25K / fixed fee
A two-week diagnostic. We map your workflows and scope three use cases with board-ready ROI. Converts to build.
Build Engagement
$80–250K / per use case
Scoped at discovery, delivered against our blueprint by vetted specialists, reviewed at every gate.
Care & Scale
$8–25K / per month
Monthly recurring — tuning, governance, and a steady cadence of new use cases.
Unit economics, year one.
$180K
AVG CONTRACT VALUE
62%
GROSS MARGIN
5 mo.
PAYBACK PERIOD
135%
NET REVENUE RETENTION
PE portfolio companyRegional banking groupPayments platformHealthcare operatorNational retail chain