Setup checkTwo gaps found
Setup fit78provisional
- Project contextLoaded · useful
- Acceptance criteriaMissing
- Browser verifierAvailable · unused
AMBIENT, WORK-GUIDED AI
Let your work do the talking
Nolli understands what you’re doing, brings in the right AI at the right moment, and takes work off your plate—without making you explain it first. Start using AI in the flow of work.
Selected work
Ship the onboarding fix
One job, across the work already in view.
Illustrative workspaceIn progress
Setup check
Two gaps are shaping this result.
Project context is present. Acceptance criteria are missing, and the available browser verifier was not used.
The validation error returns after onboarding step two.
Choose the final error state and approve the scope of the change.
Attach the named paths, acceptance criteria, and one focused change.
Return only after the confirmed behavior works in the affected flow.
There’s a special rhythm you reach when you’re deep in the work.It’s called flow state.Every tab switch, model jump, prompt, and new AI “best practice” breaks that rhythm.Nolli isn’t a productivity tool. It’s an evolution in how you use AI — by using it more, while seeing it less.
From guesswork to control
How you move with AI
today
More conversations, less automation, managing chats describing your work instead of having agents running your work.
An uncontrolled field of prompt rewrites, model swaps, new tools, new agents, reruns, and manual repairs.
With Nolli, you see AI less, but feel its
impact more
From "working with AI," to "AI working with you."
Nolli connects the harness, skills, tools, evaluations, and AI-fit decision into one inspectable system.
Ambient work layerSix ways Nolli stays in the flow.
Measure Your Setup
Nolli measures your setup in real time to track:
- How well your current harness, tools, skills, prompts, and AI interactions perform.
- Exactly what to change to get more from the tools you already have.
- How your setup and AI result quality improve after you apply Nolli's recommendations.
Ambient work layerSix ways Nolli stays in the flow.
Auto-Finish
Nolli knows when you’ve done enough—and can take it from there:
- Understands what you’ve already done, what’s left, and what “finished” should look like.
- Completes the remaining work without making you explain the task again.
- Brings you back in only when a decision actually needs you.
Ambient work layerAuto-Finish
Take it from here.
01
Understands
What is already complete
02
Continues
The remaining routine work
03
Returns
Only when judgment is needed
Work Ahead
Nolli gets the next part ready while you stay focused on this one:
- Anticipates the information, analysis, drafts, and context you’re likely to need next.
- Prepares upcoming work before it becomes another item on your plate.
- Surfaces it exactly when it becomes useful—not another notification to manage.
Ambient work layerWork Ahead
Already ready when you need it.
01
Now
You stay with the work in front of you
02
Ahead
Nolli prepares the likely next step
03
Ready
The work appears when it becomes useful
AI in the Flow
Nolli brings AI into your work at the moment it can actually help:
- Recognizes when the work in front of you would benefit from AI.
- Applies the right kind of help using the context already on-screen.
- Explains why it’s useful now—without making you stop, search, or start another conversation.
Ambient work layerAI in the Flow
The right AI, right where you’re working.
01
Signal
This step would benefit from AI
02
Context
The needed work is already in view
03
Assist
The right help arrives in place
Parallelize
Nolli handles work alongside you, not after you:
- Identifies parts of the job that can move forward independently while you keep working.
- Runs supporting research, analysis, preparation, and follow-up in parallel.
- Brings completed work back when you need it instead of giving you more work to manage.
Ambient work layerParallelize
You do this. Nolli handles that.
01
You
Keep the core task moving
02
Nolli
Handles research and preparation beside you
03
Rejoin
Completed work returns in context
Human Handoff
Nolli knows when AI should keep going—and when your judgment matters more:
- Recognizes approvals, exceptions, uncertainty, and decisions that should remain human.
- Handles everything it safely can before handing control back to you.
- Learns where those boundaries belong so you’re interrupted less over time.
Ambient work layerHuman Handoff
Your judgment, only when it matters.
01
Continue
Bounded work AI can safely prepare
02
Handoff
Approval, exception, or uncertainty
03
Learn
A clearer boundary for next time
Finish the Last Mile
Nolli closes the loose ends your work leaves behind:
- Handles the updates, follow-ups, documentation, and system entries created by the task.
- Carries the same context across apps so nothing has to be explained twice.
- Makes finishing the important work mean the whole job is actually finished.
Ambient work layerFinish the Last Mile
Done means done.
01
Core task
The important work is complete
02
Loose ends
Updates, follow-ups, and records
03
Finished
The whole job is closed
What Nolli gives you
Nolli seamlessly integrates into your day-to-day work.
Nolli keeps context across your apps, knows when your judgment matters, learns from every outcome, and takes on more work as it earns your trust.
AI Discovery
Work comes in different shapes & sizes. Nolli comes in 3.
Turn the work you choose into an organized, source-linked system you can inspect.
See how Thursday actually unfolded.
Ship the onboarding fix
09:12 Research
Your work system
Turn the mess of your work into a system you can inspect.
Nolli organizes the work you choose into source-linked workflows. See the apps, actions, decisions, branches, AI usage, open loops, and inefficiencies behind each day.
- Follow work across apps and source moments
- See decisions, branches, handoffs, and open loops
- Find where AI entered—and what stayed manual
- Surface gaps and inefficiencies before they repeat
One task. Before and after.
Nolli turns your manual process intoa winning system.
Choose the work closest to yours. See what AI can prepare, what should remain yours, and the exact package you receive.
Illustrative workflowFounder
After every sales call
How you work today
After every sales call
- 01Sales call
- 02Transcript
- 03Account research
- 04Follow-up
- 05CRM update
- 06Proposal draft
The context, decisions, and handoffs stay scattered across the task.
What Nolli figures out
What AI should prepare—and what stays yours.
Nolli can prepare
- Prepare account research
- Extract commitments
- Draft the follow-up
- Prepare CRM fields
- Outline the proposal
You keep
- Qualify the opportunity
- Set pricing
- Use account judgment
- Approve final claims
- Send
What you receive
A ready-to-review workflow package.
Implementation package
Sales follow-up workflow
- Selected context
- Step-by-step instructions
- Tools and approval points
- Final verification checks
How we do it
From a real task to a next move you can defend.
Nolli starts with work you choose. It connects the result to the setup, decides where AI belongs, and gives you a reviewed next move with the evidence still attached.
01 / 04
Select a real task
Start with overt, selected evidence from the work, the path taken, and the result—not a remembered process or a generic best-practice list.
Design boundaryObservation is never permission to act.
02 / 04
Connect the result to the setup
See which model, tools, context, instructions, handoffs, and verification shaped the work.
Design boundaryNolli can explain the evidence it has. It abstains when the evidence is insufficient.
03 / 04
Decide where AI belongs
Separate the work AI should take from the judgment that should remain yours. Keep AI out when the evidence does not support it.
Design boundaryA suggested division of work is not execution or a deployed agent.
04 / 04
Review the next move
Get the right usable output for the work: a prompt, skill, harness, workflow, or implementation brief with the context and finish line already attached.
Design boundaryThe user reviews the recommendation and decides what happens next.
Our Roadmap
Get the next move while you're still in the work.
Nolli uses the task, context, and prior work you choose to surface the next useful step, missing information, or risk before the work goes off track.
See the discovery loop→01
Missing context
Catch what the result still needs
Surface a missing input, source, or constraint before you burn another attempt.02
Explain the intervention
Know why the help appeared
See the evidence and setup signal behind the suggestion instead of accepting a mystery nudge.03
Stay in control
Choose what happens next
Use the suggestion, dismiss it, or correct what Nolli understood. The decision stays yours.Nolli is ready when the selected work needs help
04
One move at a time
Help that compounds with the work
Use the suggestion, correct it, or dismiss it. Your response makes the next intervention more useful.Pricing
Start with the proof.Scale the right thing.
Choose a starting point for AI Discovery, then scale when your work needs more evidence, collaboration, and implementation support.
Free
Free
For operators beginning a founder-assisted Discovery beta.
- Selected work discovery
- Evidence-backed opportunity brief
- Founder-led onboarding
Plus
$50 / month
For individual operators ready to make one recurring workflow measurable.
- Everything in Free
- Deeper workflow mapping
- Reviewable use-case recommendations
Pro
$80 / month + usage
For teams turning discovery into a repeatable operating practice.
- Everything in Plus
- Shared opportunity reviews
- Implementation-ready handoffs
Enterprise
Custom pricing
For organizations that need an intentional rollout, boundaries, and proof plan.
- Security and deployment review
- Approval boundary design
- Design-partner rollout
Pro includes usage-based billing. Enterprise plans are scoped around your team’s rollout, security, and deployment needs.
Nolli Discovery
Find where AI belongs.Build beyond your limits.
Open the black box behind your AI-driven work. See what shaped the result, where the setup broke down, and what to change next.
FAQ
Clear answers.No new black box.
What Nolli sees, what it can do, and where you stay in control.
01What is Nolli?
Nolli is ambient, work-guided AI. It learns from the work you choose to share, keeps the right context across apps, and brings in help without making you start from a blank chat.
02What does ambient mean?
Ambient means Nolli stays close to the work instead of becoming another destination to manage. It can prepare the next step, assemble bounded work for review, or surface a decision when it matters.
03Does Nolli watch everything I do?
No. You choose the work and surfaces Nolli may observe. Capture is overt and inspectable. You can pause it, exclude work, correct what Nolli learned, export it, or delete it.
04How is this different from another AI chat?
A chat waits for you to describe the task and rebuild the context. Nolli learns from the selected work itself, carries that context across apps, and knows when AI should help or stay out of the way.
05Can Nolli act without my approval?
Observation is never permission. Nolli can prepare and recommend work, but an action that changes another system needs the right approval and a result that can be checked.
06What do I get when Nolli finds something?
You get an evidence-linked Finding: what happened, why it matters, what AI should handle, what should stay human, and the smallest next change to review.
07Does Nolli replace Claude, Codex, Cursor, or my current tools?
No. Nolli helps the tools you already use work as one system. When a change needs implementation, Nolli can prepare a reviewed handoff for Claude Code, Codex, Cursor, or the environment you choose.
08Is Nolli an agent builder?
Nolli starts earlier. It learns the real workflow, determines whether AI belongs, and defines the boundaries and checks before an agent is built. An observed pattern or a draft is not a deployed agent.