LiveD20
Bench Starter
The exact agentic-engineering setup we install for clients, as a public repo with a live eval and cost dashboard: fork it, or hire us to install it.
Cross-domainBench
Open the demoDemos
Open a demo. Then clone it.
Five run today, on synthetic data, with their eval scores, cost meters and traces on the page. Eighteen more are proposed across eleven domains, scored on business appeal, differentiation, effort, cost and coverage. Nothing is marked live before it runs.
- 23
- proposed
- 11
- domains
- 5
- in the first wave
First wave
Five to build first.
Chosen because each one proves the setup every other demo is built on: the bench, the gateway, the eval gate and the trace.
LiveD22
Agent Autopsy
Six real ways agents fail in production (loops, cost blow-ups, tool misuse, stale retrieval, prompt injection, silent regressions), replayed from traces, with the fix for each.
Cross-domainSustain
Open the demoLiveD03
Policy Desk
Ask anything about the employee handbook and leave policy; get an answer with the exact clause cited, or an honest "not in the policy".
HRShape
Open the demoLiveD01
Ledger Lens
Drop in a month of purchase invoices and your GSTR-2B; see every mismatch explained and the vendor emails drafted.
FinanceShip
Open the demoLiveD08
Process Miner
Upload an event log from your ERP; see the real process, where it leaks time, and the three AI opportunities with a business case.
OperationsSignal
Open the demoThe catalogue
Eighteen more, in rank order.
Every one is planned. Ask for the one that maps to your workflow and it moves up the list.
plannedD21
Gateway Meter
Send one prompt to three models through our cost gateway and watch price, latency, cache hits and the budget cap behave in real time.
Cross-domainScale
Ask us to build this firstplannedD19
Premortem Studio
Paste a project plan; get the ten ways it fails, ranked, with the mitigations, using the same skills we use on client work.
Cross-domainSignal
Ask us to build this firstplannedD18
Signal Mapper
Describe your business in five lines; get your three best AI opportunities, the phase you are at, and what the first step costs.
Cross-domainSignal
Ask us to build this firstplannedD23
Regression Gate
Watch a pull request to an AI feature get blocked because the answer quality dropped, then pass after the fix.
Cross-domainSustain
Ask us to build this firstplannedD11
Line Stop Analyst
Ask "why did line 3 keep stopping last week?" and get an answer that connects shift notes, maintenance logs and the asset registry.
ManufacturingShape
Ask us to build this firstplannedD02
Board Deck Analyst
Ask a plain question of last quarter's numbers; get the chart, the query it ran, and a one-page memo, in one minute.
FinanceShip
Ask us to build this firstplannedD14
Mandi Advisor
A WhatsApp-style assistant that answers a farmer's price and crop questions in Hindi, Marathi or Telugu, from public data, for under one rupee a conversation.
AgricultureShip
Ask us to build this firstplannedD17
Citizen Desk
Complaints in any language get classified, routed to the right department, acknowledged within the SLA, and every decision is explainable.
Public sectorShip
Ask us to build this firstplannedD06
Notice Responder
Paste a GST or income-tax notice; get a structured reply draft citing the circulars, with the partner approval step built in.
LegalShape
Ask us to build this firstplannedD16
Knowledge Vault
A firm's memos become an assistant that answers like the senior partner, says when it is unsure, and shows what each answer cost.
Professional servicesShape
Ask us to build this firstplannedD05
Clause Radar
Open a 40-page commercial contract; get the 41 clauses lawyers look for, flagged and scored against an expert-labelled benchmark.
LegalShape
Ask us to build this firstplannedD12
Safety Signal
Turn a year of safety observations and near-miss reports into trends, root-cause themes and next week's toolbox talk.
ManufacturingShape
Ask us to build this firstplannedD10
Review Pulse
Paste a month of reviews; see what customers actually complain about, by aspect, and the replies drafted.
RetailShape
Ask us to build this firstplannedD07
Dock Dispatcher
An agent that reads shipment exception emails, checks the TMS, proposes the fix, and waits for a human before it acts.
Operations / supply chainShip
Ask us to build this firstplannedD04
Hiring Scorecard
Turn interview notes into a structured, evidence-quoted scorecard, with the bias guard on.
HRShape
Ask us to build this firstplannedD13
Triage Desk
Patient messages in, structured triage summaries out, with hard rules that the model cannot cross.
HealthcareShape
Ask us to build this firstplannedD09
Catalog Enricher
Turn 50 product photos and thin titles into complete, consistent listings in three tones, and see what the batch cost.
Retail / e-commerceScale
Ask us to build this firstplannedD15
Crop Doctor
Photograph a leaf; get a likely disease, a confidence, and advice grounded in public advisories, or an honest "not sure, ask an agronomist".
AgricultureShape
Ask us to build this first