Custom AI agents · built around how your team works
The busywork that eats your team's week — handled quietly in the background.
The repeat typing, chasing and reporting that fills your team's week gets handled for them by an AI agent — accurately, in the background, with a person still calling the shots that matter. Your people get their hours back for the work only they can do.
No new software to adopt. No migration. It works on top of the tools your team already uses.
The problem
Your team is drowning in work
a computer should be doing.
What it does for your team
Where the work piles up, an agent keeps it moving.
The pileup is never one task — it's intake, sorting, chasing and reporting landing all week, every week. An agent works that whole queue continuously, so it stops accumulating on your team.
Hours back, every week
The intake, sorting and chasing your team currently does by hand — off their plate, every single week.
Nothing sits waiting
Requests that used to sit for days in someone's inbox get picked up the moment they land, and keep moving until they're done.
Do more without hiring
A small team takes on more — without adding headcount or one more tool for everyone to learn.
02 How we work
We don't just automate a task. We build the system that runs the whole workflow.
We map the work
We embed with your team and follow how the work actually moves — every handoff and workaround — and find exactly where the hours go.
We build the agent
We build it into your existing setup rather than around it, with an approval checkpoint at every step that carries consequences.
It proves itself first
Before it touches anything, it runs in shadow mode — working alongside your team, watching, not acting — until it's proven. Then you switch it on.
It gets sharper
It keeps learning your real cases. Its accuracy climbs, it takes on more of the routine, and you stay in control the whole way.
Shadow mode & tuning
You don't flip a switch and hope.
We don't put an agent live until it's at least 85% accurate on your own real cases — measured, not estimated. From there it keeps learning — climbing to 97–98% over the following weeks. You go live when the numbers say it's ready, not before.
03 Who it's for
Any team drowning in repetitive back-office work — community-serving or not.
Nonprofits & settlement
Intake, referrals, funder reporting — the admin that pulls staff away from the people they're there to help.
Schools
Admissions, parent questions, re-enrollment forms — the front-office load that never lets up.
Associations & co-ops
Renewals, member help, events and board packages — the member work that eats a tiny team's week.
Local government
Resident requests, records, meeting prep — steady public-service work with real accountability.
Private companies & teams
Invoices, scheduling, quotes, inboxes — the admin drag that quietly burns a business's hours too.
First Nations organizations
Membership, funding & reporting, program applications — built carefully, with your data staying yours.
Secure by design
AI that lives inside your business — no new servers to buy or tools to migrate.
Most "AI agents" are someone else's API with your data flowing through it. Ours run inside the Microsoft 365 environment you already own, under the controls your organization already answers to.
We don't hand you a chatbot wired to an outside AI service. We deploy production automation inside the environment you already run — which means the identity, security and audit controls your organization already trusts are the ones governing the AI. Compliance isn't a review you pass at the end; it's how the thing is built. Here's what that guarantees you:
Runs in your own tenant
The AI operates inside your Microsoft 365 and Azure boundary — your cloud, your agreement, your control. No outside AI vendor to procure.
Sees only what the employee can
Each automation borrows the signed-in employee's existing permissions — it can never reach data that person couldn't already reach.
A human approves anything consequential
Nothing is sent, filed, or actioned without a person signing off. The AI drafts and assists; people decide.
Sensitive data is de-identified
Personal information is removed and de-identified before any advanced processing — and kept in Canada. Identifiable data never leaves the country.
Every action is logged
Each step is recorded in your existing compliance tooling, plus a per-workflow run record. Auditable from day one.
Never used to train AI
Your prompts and content are never used to train any model — and the system can be configured to retain nothing at all.
Built for your regulations
Designed to your regulatory context — privacy law like PIPEDA, model-risk expectations in regulated sectors — with the documentation reviewers expect produced as we build.
Right-sized, not overpriced
We match the right model to each task — enterprise-grade automation at a fraction of the cost of packaged AI add-ons.
Your data, your rules
The questions your IT and compliance leads will ask — answered.
No — never, and it isn't a promise you have to take on faith: it's a contractual commitment from the platform, and the zero-retention setting is verifiable in your own admin portal.
No. It inherits each employee's existing access, so it can't become a back door to records they were never cleared for — and when someone changes role or leaves, what the AI can see for them changes with it.
No. Personal details are stripped out first — so an outside model only ever works on de-identified text, and your real names, numbers and records never leave your environment in Canada. It's the same class of protection regulated banks and hospitals rely on.
Each one runs as a chain of checked steps — reading, cross-referencing and reconciling across your systems, never one black-box guess. Consequential actions stop at an approval point you own, every step is logged and reversible, and anything genuinely ambiguous is escalated, not assumed.
How we engage
The part we don't publish
There's a real architecture behind every guarantee above.
We walk your security and compliance teams through exactly how it works — tailored to your environment, under NDA. We don't post the full playbook publicly, for the same reason you wouldn't want yours copy-pasteable: the details are the edge.
Why teams trust us with this
We've built this work inside organizations with 150+ staff.
Tryambak isn't a Silicon Valley outsider dropping in with a demo. We build these systems from inside the kind of organization you run — we've built the internal workflows for teams of 150+ people — so we know the budgets, the constraints, and the accountability that come with this work.
The right tool for the job
AI where it earns its place —
not everywhere.
Most AI studios have one answer to every problem: more AI, everywhere, metered. We don't. Some work genuinely needs an agent's judgment — a lot of it just needs a solid script or a simple automation that's cheaper, faster, and more reliable. We'll tell you exactly which is which, even when the honest answer earns us less. That's the difference between a forward-deployed engineer and someone just selling you AI.
Get started
Tell us where your team loses hours. We'll show you the agent in it.
The first audit is free — a short, no-pressure look at where the time goes. And you don't pay for a system until it's actually saving your team time.