Hash
· autonomous swe fleetgithub · slack · web · prod
reading
pulling
scanning
waiting
deploying
sent
Harness agentic AI to move from problem framing to production-grade enterprise systems, with multi-agent workflows, governance, and humans in the loop.
github · slack · web · prod
reading
pulling
scanning
waiting
deploying
sent
linkedin · x.com · seo
company page · post
Check device posture before granting access, and stop sensitive files from leaving managed endpoints. Conditional access and data-loss prevention, live across 1.25M+ devices from one console.
#fleet-ops
ViVi
47 devices · 12 critical
Push policy update?
ViVi
listening · multi-modal
scanning · malware
“Scan all iPhones and Android phones in the Dallas office for malware.”
dispatch · maintenance · fuel · health
Voice in · dispatch · reroute
“Reroute the Dallas to Houston convoy. Hurricane warning on I-45.”
governance · audit · humans-in-the-loop · on your infra
What we doServices + products
From agentic AI and RAG to cloud platforms and product UX - one team that builds, ships, and operates what it makes. Small teams, AI superpowers, humans in the loop.
WeGuardOur product
Our own platform on 1.25M+ devices - proof we build, ship, and operate at scale, not just advise.
Built for scale · Security by design · Observable by default · Outcomes that last
The 7-layer agentic stack
Most AI projects stop at a model and a chatbot. We design and deploy across the full stack - so your system has observability, governance, and humans in the loop from day one.
Enterprise products · Domain solutions · Intelligent workflows
Guardrails · Audit trails · Compliance · Human-in-the-loop
RAG · Tool calling · Planning · Memory
Multi-agent coordination · Stateful workflows · Routing
MCP · Agent-to-Agent (A2A) · API gateways
Vector DBs · Knowledge graphs · Data pipelines · Hybrid compute
SOTA LLMs · Multimodal · Fine-tuning · Model routing
The stack behind it
for leading enterprises
Certified & trusted
Independently audited by SGS · accredited by UKAS. Information security and quality management certified.
The platform
Multi-agent orchestration, governance, and deployment in one platform. It plugs into the infrastructure you already run, and your data never leaves your perimeter.
01 · Orchestrate
MCP + Agent-to-Agent. Stateful workflows. Memory, routing, retries. Wired the way production needs.
02 · Integrate
Connectors for your APIs, queues, vector stores, and SaaS. Your data stays in your perimeter.
03 · Govern
Guardrails, audit trails, human-in-the-loop gates. Compliance evidence written as the workflow runs.
04 · Deploy
Cloud, on-prem, or hybrid. Your VPC, your IAM, your region. No vendor lock-in to a platform you don't own.
How we work
We start with the operating problem, design the human checkpoints and agent workflow, then ship the system with monitoring, audit trails, and ownership clear enough for engineering, security, and compliance.
Problem framing
Human checkpoints
Governed rollout
Intent framed · Human-approved · Monitored in production
Built by us, used by enterprises
We do not just talk about shipping AI to production. We live it. These products run our business and the businesses of Fortune 500 customers, every day.
Manage, secure, and monitor your entire device fleet from a single intelligent console. Now AI-enhanced with ViVi: natural-language device management, predictive health, automated compliance.
Production AI
Live in productionHash writes and reviews engineering work, Tag runs governed growth workflows, ViVi manages enterprise devices, and fleet agents reduce manual ELD review. These are live systems with humans in the loop.
Autonomous software-engineering fleet for triage, implementation, review, and deployment workflows, wired into GitHub, Slack, web, and production gates.
Autonomous SWE · HITL deploys
zero-rework tasks
Autonomous digital marketer for LinkedIn, X.com, blog, and SEO campaigns, with human approval before anything publishes.
LinkedIn · X.com · blog · SEO
posts shipped
MDM/UEM plus ViVi text and voice agents for natural-language policy, endpoint scans, compliance reports, and audit-grade device operations.
MDM/UEM · ViVi text + voice
devices managed
Transportation intelligence for HOS queries, AI-prioritized alerts, dispatch, maintenance, fuel, and health workflows.
Telematics · HOS · fleet ops
less manual log review
Why Wenable
One team across Dallas and India: onshore partnership, offshore delivery depth, the same Slack and the same engineering standards. AI is our daily driver, so small teams ship faster, with fewer bugs, at lower cost. We don't just build it for you - we run our own products at 1.25M+ devices, so production rigor is the starting line, not the upsell.
1.25M+ devices in production
One team, two time zones
Small teams move mountains
12+ years of enterprise software
Every engagement ships live
Wired in, not upsold
Shipping production AI across regulated industries
USA
Dallas · Houston
India
Hyderabad
Deep domain expertise to every engagement.
From the labs
Engineering and AI experiments from the team. Real production lessons, not demos.
What this blog is for, what it isn't, and what we're going to write about.
When the cost of being wrong is high, you can't ship without evals. Here's the eval harness we run for every multi-agent system we deploy.
Frontier APIs are amazing. They're also expensive, opaque, and a single point of failure. Here's how we think about the build / buy / self-host axis in 2026.
Whether you're exploring your first AI pilot or scaling existing capabilities to production, we bring the domain expertise and engineering depth to deliver measurable impact.