Meet your 1:10 integration team.

one consultant : ten workato agents

Claude GPT-5 Grok 4.2 collaboration Jira · Linear Trello · … 1 skills LLM-WIKI 10 agents · fleet artifact result deploy NOW Workato AWS · GCP Az Fns
vs everything else

Same outcome. Different math.

Nexus Platform Classical RPA 10 offshore 1 local senior
Cost $$ $$$ vendor lock-in $ but mgmt-heavy $$$$
Speed Days Months Months Weeks
Closeness Same room. Same hours. Vendor PM in the loop Multiple time zones One person bandwidth
Day-to-day mgmt Light Vendor-driven Heavy — you manage them Light
Quality Reviewed by humans Brittle when updated Variable High but bottlenecked

Bring your own PM system. Bring your own model. We deliver into Workato today; AWS / GCP / Azure Functions next.

for engineers · CTOs

How the platform runs.

Three parallel inputs converge into a project repo. A forward-deployed engineer slices the spec on a Kanban board. Agents pick up tickets and ship.

vendor docs Workato · REST · SaaS customer env tenant · folders · IAM stakeholders + FDE SPEC.md requirements + outcome authored skills Skill Server SKILL.md · scripts · refs per-customer Project Repo skills + SPEC.md + .env PM · split by FDE Kanban · tickets execution 1 consultant · 10 agents · Codex / Claude now Workato AWS · GCP · Az Fns

Real runs · 4 tasks · what it actually cost

2026-05-16 → 2026-05-17 · live agent runs via Codex app-server · output 5–8 K tokens per task (input-dominated)

Task In / out tokens Runtime Opus 4.7 GPT-5 (Codex) Grok 4.2
Scaffolding 1.5M / 8K 7m $22.53 $7.51 $4.51
Project infra configuration 484K / 6.3K 3m $7.29 $2.43 $1.46
Test and validation 1.5M / 8K 5m 30s $22.53 $7.51 $4.51
Source to Destination mapping 2.7M / 8K 11m 28s $40.53 $13.51 $8.11
Total — one integration 6.2M / 30K 27m $92.88 $30.96 $18.59

2026 pay-as-you-go list prices (USD / million tokens): Anthropic Opus 4.7 — $15 in / $4 out · OpenAI GPT-5 (Codex) — $5 in / $1.5 out · xAI Grok 4.2 — $3 in / $0.75 out. One consultant orchestrates the fleet; throughput scales with agent concurrency, not headcount.

Orchestration Nexus Platform
Agent runtime Nexus Platform Workato Genie Codex CLI Claude Code
Models Nexus Optimized Opus 4.7 Azure Custom GPT-5 Grok 4.2 MiniMax DeepSeek
PM / Tickets Linear Jira Trello
Skills Nexus skills
Delivery Workato AWS · GCP · Az
VCS GitHub Gitlab Bitbucket Azure DevOps

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A 30-minute call. Bring an integration that's been on your backlog.