Multi-agent system · est. 2026

Yala — let’s go
to work. You bring the idea. We — the agents — deliver the rest.

WeYala spins up a crew of specialist AI agents — researchers, business planners, technical architects, BD operators, code writers, security reviewers — that execute autonomously in the background. You stay in command through approval gates at the moments that actually matter. The agents do the rest.

Operations squad active Build squad active Gate 1 cleared · research Gate 2 cleared · business plan Gate 3 cleared · architecture 16 agents in flight Cost: $42 / $500 budget Operations squad active Build squad active Gate 1 cleared · research Gate 2 cleared · business plan Gate 3 cleared · architecture 16 agents in flight Cost: $42 / $500 budget
how it works

One sentence in.
A shipped product out.

Every project follows the same arc — research, business plan, architecture, execution — with named decision gates between stages. You approve. We continue.

01 · capture
You type one sentence.
That’s the entire input. WeYala’s Idea Capture agent parses it, surfaces the assumptions, and dispatches the Research crew. You’re done for the next few hours.
02 · research
Three to five agents go on parallel runs.
Market shape. Competitor landscape. Regulatory ceiling. Model selection for the downstream stages. Each agent does the work an analyst would do in a week, in twenty minutes, with sources cited.
⊳ gate 1 · approve research
Modal #1.
You see what the agents found. You approve, refine, or kill. Five minutes of your attention.
03 · business plan
Draft. Adversarial review. Revise.
Claude Opus drafts. A separate model (GPT-5) reviews adversarially. The two disagree until something passes both. You see the final, not the noise.
⊳ gate 2 · approve plan
Modal #2.
Revenue model. Unit economics. Go-to-market. Approve. Refine. Kill. Five minutes.
04 · architecture
Stack. Data model. Security model. UI direction.
The Architect chooses tools and lays out the system. The Adversarial Reviewer checks for the bugs the Architect didn’t catch. Both run with specialty packs loaded for the domain.
⊳ gate 3 · approve architecture
Modal #3.
Last gate before the squads start building. Ten minutes.
05 · execute
Operations and Build squads spin up in parallel.
Build agents write code in isolated worktrees, PR-reviewed before merge. Operations agents draft partnership outreach, follow up for weeks, regroup when responses come back negative. You see weekly digests; you intervene only on spike modals.
06 · ship
Real product. Real customers. Real revenue.
We ship the artifact. Then we keep maintaining it — agents on standby for the next iteration the moment you ask.
two squads

Engineering and operations.
Not just code.

Most AI tools generate documents. WeYala’s agents execute — they send the partnership emails, manage the multi-week correspondence, build the schema, deploy the service. Two specialized squads, one orchestrator, full coverage of the work.

Squad · ops

Operations Squad

Real-world correspondence. Long-running. Adaptive. The agents that draft partnership outreach, regulatory comms, and customer-success replies — send them (with your approval), monitor your inbox for responses, follow up after a week, and regroup when six counter-parties decline and two ask for a call.

days — months per campaign
durable; multi-week conversation history
Gmail · calendar · CRM · DocuSign · LinkedIn
trust ladder; first-contact = always human
mostly idle; spikes on events
Opus (drafting) · Sonnet (replies) · Haiku (gating)
Squad · build

Build Squad

Code-writing agents. Each owns a surface: frontend, backend, database, security, tests, infrastructure. They run in isolated worktrees, write code, run tests, open PRs, get reviewed by an adversarial counter-agent before merge.

minutes — hours per task
ephemeral; per-session
worktrees · bash · git · MCP servers · test runners
pre-merge code review by counter-agent
token-bursts during sessions
Sonnet (routine) · Opus (architecture-touching)
your attention is the scarcest resource

We’ll only interrupt you
when it actually matters.

Between gates, WeYala works silently. No notifications. No status pings. No "the agent is thinking" indicators. When the agents need a decision, you see one clean modal.

what we build

One platform.
Many shapes.

A "project" can mean very different things. The same six-stage lifecycle and the same approval gates apply — what changes is which specialty packs load and which tools the squads reach for. A sample of the shapes WeYala covers:

vertical SaaS
A regulated workflow your team would otherwise run on a spreadsheet.
e.g. compounding-pharmacy inventory · clinical-supplies tracking · field-service routing.
marketplace
Two-sided platform with distinct onboarding flows on each side.
e.g. regional service-provider network · specialty-equipment rental · curated B2B catalog.
internal tool
Ops console your team uses to actually run the business.
e.g. admin dashboard · reconciliation tool · approval-queue UI · audit timeline.
healthcare workflow
HIPAA-aware multi-user tool with auditable record-keeping.
e.g. patient-recall list · referral tracker · pre-auth queue · vendor onboarding.
data product
Curated, billable data feed with metering, rate limits, and cost caps.
e.g. enriched catalog feed · compliance-event stream · per-vertical reference data.
consumer app
Public-facing PWA with on-device capture + cloud sync.
e.g. field-data collector · QR/barcode scanner · mobile intake form.
specialty packs

Vertical knowledge,
loaded on demand.

Specialty packs are domain bundles the build squad loads when a project's vertical or stack calls for them — regulatory rules, schema patterns, edge cases the foundation model wouldn’t know without help. New packs ship continuously; the set below is illustrative.

supabase-rls react-tailwind-shadcn pwa-camera-scan openfda-ndc dental-equivalence stripe-billing resend-outbound otel-cost-spans hl7-fhir (soon) edi-x12 (soon) metered-api (soon) + custom for your stack
proof, in progress · project no. 01

The first thing WeYala builds is a real product.

Not a demo. Not a hello-world. CircleStocker — an inventory-intelligence SaaS for small medical and dental offices — gets a full rebuild end-to-end by WeYala. It’s our first end-to-end run; the platform validates against it.

Twelve to sixteen weeks. Build Squad writes the new schema, migrates 316,000 canonical products, ingests FDA GUDID and openFDA data, ships the frontend. Operations Squad runs the manufacturer-partnership outreach campaign — drafting first-contact emails, surfacing them for approval, navigating negotiations, onboarding data feeds.

If WeYala can deliver CircleStocker v2 end-to-end — shipping product, real partnerships, customers using it — the platform works. If it can’t, we learn exactly which subsystem failed.

CircleStocker is project no. 01. Yours can be no. 02.

CircleStocker v2
status · scheduled for Week 11 rebuild
Brownfield SaaS rebuild
12–16 weeks
Schema · ingest · API · web
Manufacturer BD × 13
≥1 partnership signed
Shipped catalog & pricing
Pending: vertical decision
$15,000 LLM + $0 cash
Pass / not yet measured
pricing

In development.
On purpose.

AI-cost economics shift week to week. We’re tuning a model that pairs a subscription floor with transparent LLM passthrough and hard caps — so your spend is bounded and our margin stays honest. Final tiers publish when the unit economics are settled, not before.

Design-partner pricing for early projects.

If you have an idea you’d ship through WeYala in the next 90 days, we’ll work with you on a founder-pricing arrangement — you get the platform at cost while it’s in development; we get a real project to validate against.

Reach out: founder@weyala.ai.