INSTRIVE TECHNOLOGIES · FORMERLY INSTRIVE SOFTLABS

We build it.
We prove it.
We run it.

An engineering firm where AI agents do the heavy lifting and senior engineers stay accountable for every line that ships. You see every step of the work, not a status report about it.

Describe what you need See how a run works
run://instrive/new agents online
What do you need done?
> {{goal}}
{{s.status}} {{s.who}} {{s.text}}
human sign-off required before ship {{progress}}
01 · AGENTS DO THE VOLUME
Code, tests, migrations, docs and evals are produced by agent teams we have built and tuned in production.
02 · ENGINEERS OWN THE OUTCOME
A named senior engineer reviews, signs off and answers for every release. No anonymous output.
03 · YOU SEE THE RUN
Every engagement is a live trace: what ran, what passed, what a human decided, and what it cost.
MULTI-AGENT WORKFLOW

A team of agents. Working in parallel.

An orchestrator splits the job, specialist agents work at the same time, evaluators catch mistakes and send work back, and an engineer makes the final call.

{{phaseLabel}} live simulation
self-correction loop Brief client Orchestrator plans + routes Research agent Architect agent Builder agent Tester agent Evaluator agent Engineer sign-off
agent.log{{clock}}
{{l.who}} {{l.text}}
Parallel by defaultResearch, design and build run at the same time instead of in sequence.
Self-correctingEvaluators reject weak output and route it back before a human ever sees it.
ObservableEvery agent step, cost and decision is logged and traceable.
Human-gatedNothing ships until a named engineer reviews it and signs off.

Four things we run for you

Pick a mode. Each one has the same shape: agents doing the work, a human who owns it, and something concrete you can check.

AGENTS DO
{{mode.agents}}
ENGINEERS OWN
{{mode.humans}}
YOU GET
{{mode.get}}
HOW A RUN WORKS

Five stages. Two of them are always human.

{{st.n}} {{st.tag}}
{{st.name}}
{{st.text}}

Every run leaves a receipt.

When a release goes out, you get a record of what changed, what was tested, how the AI parts scored on your evals, what it cost to run, and who signed it off. Accountability you can forward to your board.

RUN RECEIPT[RUN ID]
Scope[WHAT WAS SHIPPED]
Tests[PASSED / TOTAL]
Evals[SCORE VS. BASELINE]
Run cost[INFRA + MODEL SPEND]
Signed off by[ENGINEER NAME]
TRACK RECORD

New name. Same team shipping since 2019.

Formerly Instrive Softlabs. Years of enterprise delivery across India, US and Singapore, now rebuilt around AI-first engineering.

National runner-up
MeitY Innovation Challenge, Government of India
DPIIT recognised
Startup India, since 2019
ONDC golden transaction
B2B export transaction completed with Proxtera
Production AI
Multi-tenant platforms on Bedrock, Pinecone and Mastra
TEAMS WE HAVE DELIVERED FOR
TemasekMAS SingaporeProxteraTrusted ServicesUgenticAI
CASE STUDY 01 Client · AI SaaS
UgenticAI

A multi-tenant platform that clones an expert’s voice into content

The problemUgenticAI needed to turn each expert’s knowledge and style into on-brand content at scale, for many customers at once, without one tenant’s data leaking into another’s.
What we builtA multi-tenant “brain cloning” platform: per-tenant knowledge isolation, agent orchestration, multi-model fallback, LLM cost tracking, a YouTube transcription pipeline and custom Auth0 login flows.
Outcome[KEY RESULT — e.g. tenants live, content generated, cost per output]
Bedrock · Pinecone · Mastra · ClickHouse · Node.js/TypeScript · ECS Fargate
CASE STUDY 02 Built in-house · SaaS
Uproach.me

One inbox for every lead, across WhatsApp, Instagram, Messenger and web chat

The problemIndian SMBs get leads on four or five channels and lose track of them between apps, staff phones and spreadsheets.
What we builtA multi-channel lead management SaaS with AI-assisted replies, per-tenant knowledge isolation, LLM observability and a full design system, run on our own production infrastructure.
Outcome[KEY RESULT — e.g. businesses onboarded, leads handled, response time]
Bedrock · Pinecone · Mastra · ClickHouse · ECS Fargate
stack --production AWS BedrockECS FargateNode.js / TypeScriptLaravelReactPostgreSQLPineconeMastraClickHouse

Start a run.

Tell us what you need in a sentence or two. A senior engineer replies with a scoped run plan: stages, human checkpoints and what you will receive.

or write to hello@instrive.ai