Cycle time
Two weeks to hours.
Recurring processes that took two-plus weeks now finish in hours.
Client engagement08 / 2026
Fixed scope · human approvals · measured resultsFor CTOs & founders running AI in production
Your AI bill is too high.We cut it. Output stays.
Model routing, prompt compression, caching and batching—tuned by hand across OpenAI, Anthropic and Google. Agentic workflows burn 5–30× more tokens per task (Gartner). Most bills carry obvious waste.
Book a 20-minute callBook a 20-min call
20 minutes. No deck.
We name the cuts—or say your bill is lean.
Mail client not wired up? Write hello@agentsautonomous.com
The offerFixed scope · two exit gates
The cost cut: 7 days.
Day 1 we baseline what every step of your AI actually costs. Day 7 the cut is live and measured in dollars—with quality tests proving the output didn't get worse.
01 / Baseline
Days 1–2
We read your real usage data, price every step, and set the target with you.
02 / Tune
Days 3–5
Model routing, prompt compression, caching, batching—applied step by step behind tests.
03 / Prove
Days 6–7
Quality tests pass, the savings are measured in dollars, and the changes go live.
Day 02 / Exit gateNo usage data, no engagement.
If we can't see real usage and spend, we stop on day 2. You pay for the baseline only.
Gartner: agentic AI workflows burn 5–30× more tokens per task. Most of that is routine waste.
Day 07 / Exit gateOutput stays, or the final payment waits.
The quality tests are written with you on day 2. A cheaper bill that ships worse answers is a failure.
Vendor-neutral by design. OpenAI, Anthropic, Google or open models—whatever passes the quality bar at the lowest cost. We sell the savings, not a platform.
Audit & baseline: fixed quote within two business days of the call
On the record.
Real clients · anonymized by agreement
Operations
250+ people. One CEO. Less to chase.
Reporting, follow-ups and repeated decisions run without pushing.
Anonymized by agreement08 / 2026
After day 7, we stay. We run it with you, train your team, and pick the next build together. Month to month, thirty days' notice—and everything we build stays yours.
20 minutes. A straight answer.
Bring last month's AI bill. We name the cuts—or tell you it's already lean.
Security first? Ask for the packet: data boundary, access, approvals, logs.
Mail client not wired up? Write hello@agentsautonomous.com