SONDRI — THE WORKING MODEL

Meet the working model.

One machine-precision system of agents, engineered into the core of your enterprise.

PRODUCTION GRADE

Engineered. Not demoed.

Every agent ships production-first — monitored, governed, accountable to a baseline.

INTEGRATION

Wired into your systems of record.

ERP, CRM, claims, payments — agents that act where your data already lives.

GOVERNANCE

Governed from day zero.

Audit trails, approvals, and guardrails your regulators will recognize.

FORGED

Titanium discipline.

Workflows machined to tolerance. Nothing ships until it survives our quality gates.

SAPPHIRE

Clarity under pressure.

Decisions your board can look straight through — every metric visible, every outcome measured.

ENGRAVED

Accountability, etched in.

Sondri indices on every deployment: owner, baseline, payback, renewal.

SONDRI  —  AI WORKING MODELS

AI working models, deployed where the money moves.

Done-for-you AI for private equity, financial services, fintech, healthtech, CPG, and real estate. From zero to one. Then one to many.

01  /  THE PROBLEM

Enterprise AI stalls between the deck and the P&L.

Boards approve the budget. Pilots launch. Then the integration work, the governance questions, and the talent gap arrive — and the value never ships. Meanwhile the operators who move real money are still waiting for AI that shows up where they work.

88%
of enterprise AI pilots never make it into production.
$2M+
typical systems-integrator engagement before any value lands.
9 mo.
average time-to-value for a traditional AI implementation.
02  /  WHAT WE DO

We build a custom AI working model for each customer.

Done-for-you, end-to-end. No platform to adopt, no license to shelve. Agents engineered into the systems your teams already run.

01 We embed with your operators and map the workflows that move money.
02 We design and build the agents, integrations, and guardrails.
03 We deploy onto the stack you already run — no platform lock-in.
04 We train your teams and stay on for governance, tuning, and scale.
THE DELIVERY ENGINE

0 → 1 → n

0 2 WEEKS
Discover

Workflow audit with your operators. We scope three use cases with board-ready ROI.

1 6 WEEKS
Build

First agents reach production. Our architects blueprint; vetted specialists deliver.

n ONGOING
Scale

New use cases land monthly. We stay on for tuning, governance, and the next wave.

THE ENGAGEMENT LADDER

Start free. Climb only as far as the value carries you.

Five rungs, from a free digital-first discovery to a standing advisory seat. You commit to each rung only once the one below it has paid for itself.

01 FREE · DIGITAL
Design Thinking & Discovery

A free, digital-first session that frames the problem and maps the highest-payback use cases.

RUNG 01
02 PROOF
Pilot & Measure

A scoped agent ships into one live workflow and is measured against a hard, agreed baseline.

RUNG 02
03 PRODUCTION
Deploy & Scale

One proven use case becomes many — in production, on the stack you already run.

RUNG 03
04 RETAINED
Operate & Govern

Continuous tuning, monitoring, and governance keep every agent earning its keep.

RUNG 04
05 PARTNER
Standing Advisor

A permanent seat at the table for every AI decision your business faces next.

STANDING →
THE BEDROCK — TRUE AT EVERY RUNG
Mapped to the P&L

Every engagement starts from a line item — a cost to cut or revenue to unlock. Never a demo.

Compounding by design

Each deployment makes the next one faster, cheaper, and easier to trust.

Frontier, translated

We track the AI frontier so your board doesn’t have to — and bring back only the parts that pay.

NEXT STEP

Put a working model inside your portfolio.

Two weeks to a board-ready roadmap. Eight weeks to agents in production.