Accelerated

code and design

code and design

Built for agents to work from

Built for agents to work from

The infrastructure and discipline that make agent-driven work trustworthy at speed.

Repo readiness

Repo readiness

Infrastructure-as-code, repo-visible context, and clean separation of concerns give agents unambiguous ground truth about where and how to build. Nothing needs to be explained twice.

Reusable foundations

Reusable foundations

Repeatable building blocks for auth, search, storage, and notifications, ready to assemble and customize. Agents build from known patterns instead of generating from scratch each time.

Deployment confidence

Deployment confidence

Fast, low-touch deployment and rollback make a bad change cheap to undo. That safety net is what lets you take on faster, larger AI-driven changes without losing trust.

Verification & memory

Verification & memory

Test cases catch faulty execution early. Continuous documentation keeps a live source of truth, and shared context across agents and teams means nothing gets rediscovered or contradicted

Under the hood

Under the hood

The infrastructure and discipline that make agent-driven work trustworthy at speed.

Code

Design

ENGINEERING · MONITORINGSTANDBY
DEV ENVIRONMENT
Scaffold service
Write test suite
Wire integrations
Ship to staging
A1
A2
A3
0/4 AL_STEPS · MONITORED THROUGHOUT

Agents in the loop

The entire engineering process is designed, orchestrated and monitored by our engineering team. We first make the setup Agent ready, install comprehensive guardrails, create a build plan and then deploy agents within a fully-monitored dev environment.

2026-09-08LIVE · 00 AF_EVENTS
04:21 ISTINCIDENT
Root cause found: group-member routes coded but never registered
canvs-cognito-pool PR #46
04:26 ISTBUILD
canvs-cognito-pool bumped to v0.0.49
canvs-ui-config-tool PR #2038
04:37 ISTINCIDENT
Second gap in the same pass: frontend origins missing from CORS allowlist
canvs-cognito-pool PR #47
04:41 ISTBUILD
New frontend origins wired into admin API CORS config
canvs-ui-config-tool PR #2039
11:30 ISTCORRECTION
Team-management fix re-verified live in both environments
verified via direct curl, both environments

Observe the build-out live as events

Every decision, repo, deploy, and incident, in the order it actually happened - pulled from commits, infra, and this project's own working memory.

PRD v2.4
AUTH12/12
INGEST11/12
SEARCH10/12
REPORTS8/12
BILLING12/12
ADMIN5/12
58 / 72 FEATURES TRACKED81% COMPLETE
PR_DONEIN PROGRESSNOT STARTED

PRD is the foundation of the build status

Flat tracker across every feature and subsystem defined in the PRD segmented by module and arranged as a checklist.

RESEARCH PIPELINE · 08 PL_STAGESREADY
01Scopehaiku-4-5
02Planhaiku-4-5
03Investigatesonnet-5 · agents
04Normalizeno LLM call
05Generatesonnet-5
06Quality gatesonnet-5 (tier 2)
07Rendersonnet-5 · agents
08Notifyno LLM call

Product logic formalization

Infrastructure-as-code, repo-visible context, and clean separation of concerns give agents unambiguous ground truth about where and how to build. Nothing needs to be explained twice.

SYSTEM ARCHITECTURE
CLIENT
IDENTITY
SURFACE
SERVICE
AGENT + DATA
Customer browserresearch-portal
Auth appSSO hub
Cognito poolJWT + groups
Console appproduct surface
Portal serviceLambda + API GW
Agents pkgmanaged session
S3reports · signed URLs

System architecture

Track how information and logic flows through different parts of your system and keep everything in control and completely transparent.

Code

Design

ENGINEERING · MONITORINGSTANDBY
DEV ENVIRONMENT
Scaffold service
Write test suite
Wire integrations
Ship to staging
A1
A2
A3
0/4 AL_STEPS · MONITORED THROUGHOUT

Agents in the loop

The entire engineering process is designed, orchestrated and monitored by our engineering team. We first make the setup Agent ready, install comprehensive guardrails, create a build plan and then deploy agents within a fully-monitored dev environment.

2026-09-08LIVE · 00 AF_EVENTS
04:21 ISTINCIDENT
Root cause found: group-member routes coded but never registered
canvs-cognito-pool PR #46
04:26 ISTBUILD
canvs-cognito-pool bumped to v0.0.49
canvs-ui-config-tool PR #2038
04:37 ISTINCIDENT
Second gap in the same pass: frontend origins missing from CORS allowlist
canvs-cognito-pool PR #47
04:41 ISTBUILD
New frontend origins wired into admin API CORS config
canvs-ui-config-tool PR #2039
11:30 ISTCORRECTION
Team-management fix re-verified live in both environments
verified via direct curl, both environments

Observe the build-out live as events

Every decision, repo, deploy, and incident, in the order it actually happened - pulled from commits, infra, and this project's own working memory.

PRD v2.4
AUTH12/12
INGEST11/12
SEARCH10/12
REPORTS8/12
BILLING12/12
ADMIN5/12
58 / 72 FEATURES TRACKED81% COMPLETE
PR_DONEIN PROGRESSNOT STARTED

PRD is the foundation of the build status

Flat tracker across every feature and subsystem defined in the PRD segmented by module and arranged as a checklist.

RESEARCH PIPELINE · 08 PL_STAGESREADY
01Scopehaiku-4-5
02Planhaiku-4-5
03Investigatesonnet-5 · agents
04Normalizeno LLM call
05Generatesonnet-5
06Quality gatesonnet-5 (tier 2)
07Rendersonnet-5 · agents
08Notifyno LLM call

Product logic formalization

Infrastructure-as-code, repo-visible context, and clean separation of concerns give agents unambiguous ground truth about where and how to build. Nothing needs to be explained twice.

SYSTEM ARCHITECTURE
CLIENT
IDENTITY
SURFACE
SERVICE
AGENT + DATA
Customer browserresearch-portal
Auth appSSO hub
Cognito poolJWT + groups
Console appproduct surface
Portal serviceLambda + API GW
Agents pkgmanaged session
S3reports · signed URLs

System architecture

Infrastructure-as-code, repo-visible context, and clean separation of concerns give agents unambiguous ground truth about where and how to build. Nothing needs to be explained twice.

Nature of agents

A systems-first approach in the world of UI

Our thinking is grounded in how information moves, and how decisions are made. We map inner workings first, so that interaction becomes a natural outcome. Aesthetics follow the truth of the product, not the other way around.

Planner

Planner

Turns every feature, bug, or task into a numbered, file-specific plan before any code gets written.

Designer

Designer

Turns every feature, bug, or task into a numbered, file-specific plan before any code gets written.

Implementer

Implementer

Writes and edits code for non-UI work once a plan exists, always working from delegation rather than inline edits.

Tester

Tester

Runs typecheck, lint, and build after every change, reporting failures with file and line precision.

Reviewer

Reviewer

Checks for correctness bugs, security issues, and unnecessary complexity before anything moves forward.

Ops

Ops

Handles git, PRs, and pipeline config as the final step, once everything else has been approved.

A flexible tech-stack

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Storage and messaging

Auth

Cloud

Frontend

Backend

AI

Storage and messaging

Auth

Cloud

Frontend

Backend

AI

Built by Canvs

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OMNI BY CANVS

Lightning-fast design systems

Lightning-fast design systems

A proprietary system for spinning up design foundations fast, then handing them off to an agent or straight into Figma.

Foundational setup in minutes

Foundational setup in minutes

Generate complete color scales, type systems, and grids from a single input, with automatic token generation.

Test and modify in place

Test and modify in place

See tokens rendered in a real UI instantly. Adjust anything in place to test and get instant validation before exporting.

Export anywhere

Export anywhere

Push straight to Figma, or copy a ready instruction for your AI agent. Same tokens, whichever workflow you're in.

OMNI BY CANVS

Lightning-fast design systems

A proprietary system for spinning up design foundations fast, then handing them off to an agent or straight into Figma.

Foundational setup in minutes

Generate complete color scales, type systems, and grids from a single input, with automatic token generation.

Test and modify in place

See tokens rendered in a real UI instantly. Adjust anything in place to test and get instant validation before exporting.

Export anywhere

Push straight to Figma, or copy a ready instruction for your AI agent. Same tokens, whichever workflow you're in.

financial intelligence for smeS

Talk to your cashflow

Talk to your cashflow

Every transaction matched to its invoice, payroll record or tax payment as it lands. Then ask the books a question and get the answer from the books.

PURCHASESBUDGETSSALESALERTSTAXES

Built for custom financial setups

Built for custom financial setups

We built this as a suite of inter-operative tools that every small business needs. Reconciliation, cashflow, sales, purchases, budgeting, roles, auth all exist as legos to set up your own product with.

LEDGERBANKRECONPAYROLLINVOICESTAXAGENTS

Setup your agent around your financial infra

Setup your agent around your financial infra

Above the product rests an agentic harness that can access your financial information via internal tool calls.

Talk to your finance.
Ask anything about your cash flow…
Here's your 4-month outlook
Trending up — here's the month-by-month
18L
22L
19L
26L
Jan
Feb
Mar
Apr
You could hire 2 more people and still stay cash positive.
₹9L left over through the rest of the year.

Simulate ops scenarios with natural language

Simulate ops scenarios with natural language

Simulate different operational scenarios by simply talking to your agent. It has all the information accessible, all the tools available and all skills required to be your in house analyst.

financial intelligence for smeS

Talk to your cashflow

Every transaction matched to its invoice, payroll record or tax payment as it lands. Then ask the books a question and get the answer from the books.

PURCHASESBUDGETSSALESALERTSTAXES

Built for custom financial setups

We built this as a suite of inter-operative tools that every small business needs. Reconciliation, cashflow, sales, purchases, budgeting, roles, auth all exist as legos to set up your own product with.

LEDGERBANKRECONPAYROLLINVOICESTAXAGENTS

Setup your agent around your financial infra

Above the product rests an agentic harness that can access your financial information via internal tool calls.

Talk to your finance.
Ask anything about your cash flow…
Here's your 4-month outlook
Trending up — here's the month-by-month
18L
22L
19L
26L
Jan
Feb
Mar
Apr
You could hire 2 more people and still stay cash positive.
₹9L left over through the rest of the year.

Simulate ops scenarios with natural language

Simulate different operational scenarios by simply talking to your agent. It has all the information accessible, all the tools available and all skills required to be your in house analyst.

ambient research

Always-on market intelligence

Always-on market intelligence

A system that follows chosen subjects and sources on a schedule, connects new findings with earlier work and builds a library your team can question directly. Every answer carries its sources, including research from an earlier project that has become useful again.

SCANNING · 00 SOURCES
Ask a research question…
FILINGS
NEWS
CALLS
FLOWS
PEERS
REGS
Mars AMC · flow growth vs peers
Net flows up 14.2% YoY
Outpacing 4 of 6 peers
Driven by SIP book, not lumpsum
6 AGENTS · 12 SOURCES · 38s

Deep research agents

Deep research agents

Autonomous agents that break down complex, open-ended questions, multi-step research tasks to produce detailed, cited reports.

MARS AMC
8.57L CR AUM
25.8M Investors
Broad Market Rank
Assumed Contacts
Assumed Contacts
14.4% of Folios
Still unknown: AUM per folio
v1 · 31 JULv2 · 22 AUG
New evidence

Always on, always learning

Always on, always learning

Agents that improve over time by storing, reflecting on, and reusing past experiences rather than resetting on every run.

MARS AMC · KBW03 · 12 FEB · PATCHED W14
AUM per folio
~₹2.1L₹1.74L
ASSUMED
~₹2.1L · estimated from broad market rank
W04
W07
W10
W13
W14
Q3 filing · folio count restated
AUTOMATED RESEARCH · RUNNING

New findings patch old claims

New findings patch old claims

Close the loop by revisiting and updating old claims with new evidence. Each subsequent run builds on the previous one, and closes the knowledge gaps.

ambient research

Always-on market intelligence

A system that follows chosen subjects and sources on a schedule, connects new findings with earlier work and builds a library your team can question directly. Every answer carries its sources, including research from an earlier project that has become useful again.

SCANNING · 00 SOURCES
Ask a research question…
FILINGS
NEWS
CALLS
FLOWS
PEERS
REGS
Mars AMC · flow growth vs peers
Net flows up 14.2% YoY
Outpacing 4 of 6 peers
Driven by SIP book, not lumpsum
6 AGENTS · 12 SOURCES · 38s

Deep research agents

Autonomous agents that break down complex, open-ended questions, multi-step research tasks to produce detailed, cited reports.

MARS AMC
8.57L CR AUM
25.8M Investors
Broad Market Rank
Assumed Contacts
Assumed Contacts
14.4% of Folios
Still unknown: AUM per folio
v1 · 31 JULv2 · 22 AUG
New evidence

Always on, always learning

Agents that improve over time by storing, reflecting on, and reusing past experiences rather than resetting on every run.

MARS AMC · KBW03 · 12 FEB · PATCHED W14
AUM per folio
~₹2.1L₹1.74L
ASSUMED
~₹2.1L · estimated from broad market rank
W04
W07
W10
W13
W14
Q3 filing · folio count restated
AUTOMATED RESEARCH · RUNNING

New findings patch old claims

Close the loop by revisiting and updating old claims with new evidence. Each subsequent run builds on the previous one, and closes the knowledge gaps.

Broad brush strokes on a canvas

Let’s build together

We’re always open for exciting work and genuine connections. Feel free to drop us a line of follow us on our socials for updates

Broad brush strokes on a canvas

Let’s build together

We’re always open for exciting work and genuine connections. Feel free to drop us a line of follow us on our socials for updates