We measure your real bill.
Free, on your own logs. We chart every workflow that touches a model and pinpoint the exact spend that's being wasted — before you change a thing.
free · your real spendOfflyn for Enterprise
Spend less on AI. Lose nothing.
Offlyn finds the waste in your AI bill and routes it away — same model, same answers, same quality. You pay only from the savings we measure. No savings, no fee.
Lower cost is the easy part. Zero downside is the point.
01 Pay from savings — if your bill doesn't drop, you owe nothing. No savings, no fee.
02 Same quality, proven — every change is held to your bar and measured, not promised.
03 Nothing breaks — additive routing, cloud kept as fallback, reversible anytime.
The waste
Most of your AI bill is
money you can't see.
Five patterns quietly inflate almost every enterprise AI invoice. We find them, price them, and route them out — and you keep the difference. This is the money on the table.
No risk
Why you can't
lose on this.
01 / 05
You see the savings first.
We hand back a hard number — what you spend now, what you'll save — modeled from your data. You decide with the figure in front of you. No commitment.
a number, not a pitchNothing ships unless quality holds.
Every change is tested against your quality bar before it goes live. If it can't hold the line, it doesn't ship — you keep the original path. Cheaper is never worse.
quality-gatedWe re-route, we don't rip out.
Routing is additive: local by default, cloud kept on fallback for the hard calls. Nothing is removed, everything is logged, and any change is reversible in one step.
additive · reversibleYou pay only from savings.
Your fee is a share of what we actually save you — billed after the savings are real and measured. If the bill doesn't drop, you owe nothing. That's the whole risk.
no savings, no feeHow quality holds
Local by default.
Cloud on fallback.
This is why cheaper isn't worse. Routine work runs on a cheaper local layer; the hard calls still escalate to frontier cloud models — automatically, with every decision logged. Same answer, a fraction of the cost. Nothing is taken away.
- Formatting & templating
- Classification & routing
- Transcript cleanup
- Embeddings, where possible
on-device · private · near-zero marginal cost
- Complex synthesis
- Multi-document reasoning
- Compact context only
- Escalation logged
smallest model that clears the bar
- High-stakes decisions
- Frontier-only synthesis
- Cloud + human review
- Full audit trace
premium, on purpose — never by default
Task → recommended layer
- FormattingRules / templates
- ClassificationLocal or small model
- Transcript cleanupLocal
- EmbeddingsLocal where possible
- Complex synthesisHybrid or cloud
- High-stakes decisionsCloud + human review
Your savings report
Less spend, same quality —
in black and white.
Every engagement ends in one artifact: what you spend now, what you'll save, and proof quality held. You pay a share of the savings — only after they're real.
Annual AI spend reduced
$0M
illustrative — your figure is modeled from your real logs, free
Cloud spend reduced0
Premium-model calls cut0
Quality retained0
Routine work moved local0
Your upfront cost$0
You paya % of savings
Time to your numberdays, not months
Your figures
Model yours
Exports: JSON · CSV · markdown tables · finance-ready
Proof, not promises
We don't just advise.
We ship it.
The local-first routing that cuts your bill is the same engine behind our own products. You're hiring a team that runs on-device AI in production — not a framework on a slide.
Clipper
LiveOn-device meeting and document intelligence for Mac: local transcription, private memory, and hybrid search. Our local-first playbook, running in production today.
macOS · shippingApply
NewPrivate workflow automation — local form-filling, profile memory, document reasoning, and browser task automation, all on-device. Complex agentic work, shipped.
on-device · automationTerraGuide
Offline AI for field and emergency teams — local models and resilient context that answer with no network at all. Proof we run real AI where the cloud can't reach.
offline-first- On-device transcription
- Local RAG
- Hybrid cloud routing
- Browser automation
- Context compression
- Quality gating
- Token Audit MCP
Pricing
Free to start.
You pay from savings.
Step 1
$0
Free savings audit
We measure your real workflows and hand back your number — what you spend, what you'll save. No call, no commitment.
- Measured on your real logs
- Hard savings figure, not a guess
- Quality-impact analysis included
- Walk away anytime, owe nothing
Most chosen
Step 2
Pay from savings
Done-for-you routing
We implement and run the routing. You pay a share of what we actually save — and nothing at all if your bill doesn't drop.
- We build, deploy, and monitor it
- Every change quality-gated
- Fully reversible, cloud on fallback
- No savings, no fee — guaranteed
Step 3
Fee capped on savings
Enterprise rollout
Portfolio-wide rollout with the assurance packet your stakeholders need to sign off — fee always capped at a share of savings.
- Every workflow, one program
- Finance-ready audit trail
- Security & assurance materials
- Dedicated team, SLAs
Free, no commitment
Find out what you're
overpaying.
Tell us roughly what you spend and see your savings in seconds. Then we measure it for real — free. You only ever pay from what we cut. Worst case, you keep the number.