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Product · LLM Agnostic

Any LLM. Your choice.
Intelligent query routing.

100+ foundation models since 2022. The leading model today may not lead next quarter. Ward is built for that reality. OpenAI, Anthropic, Gemini — or bring your own.

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The right model for every task

Not every question needs the most expensive model. Ward’s routing engine analyzes each query and sends it to the optimal LLM: fast models for data lookups, reasoning models for root cause analysis, specialized models for forecasting. The right model for the right task, every time.

Ward agent graph showing LLM model selector with Claude and GPT options
Multi-LLM by design
The landscape shifts fast. Ward integrates with OpenAI, Anthropic, Google Gemini, and open-source models so you are never locked into a single vendor. Switch models anytime. No migration, no retraining.
OpenAI · Anthropic · Gemini · Open-source
Intelligent query routing
Ward’s routing engine analyzes each query and sends it to the optimal LLM: fast models for data lookups, reasoning models for root cause analysis, specialized models for forecasting.
Cost-efficient · Optimized per task
Bring your own LLM
Already have an enterprise agreement with an AI provider? Bring your own API keys. Ward runs on your models, in your environment. Full control over cost, compliance, and data residency.
BYOLLM · Your API keys · Your data

Live reasoning graph

Every query fans out across your data sources. The graph shows each step — which tables were queried, what was computed, where findings came from. Full auditability regardless of which model powers the analysis.

Agent reasoning graph

Watch parallel queries fan out from the central agent across data sources. Every step visible.

Ward agent reasoning graph
Model selection per query

Ward picks the right model for each task. You can override, switch, or bring your own keys.

Ward model selector
The best model for every task, automatically. In a $1.8T AI market where no single model stays on top for long, Ward’s intelligent routing means you don’t have to pick a winner. One platform, every LLM, zero vendor lock-in.
Ward
Insight
Dispatch
Feedback
Evaluate
Learn
The Closed Loop
01

Insights surface

Ward’s agents detect what changed, why it matters, and what to do about it. Every insight includes a recommended action—not just a chart to interpret.

Real-time detection Root cause + recommendation
02

Insights become actions

Any insight card can be turned into a tracked ticket or task. Dispatched to the right person, on the right channel—mobile push, text, or email. Not every insight needs a ticket. But when one does, it has an owner.

Tickets created automatically Dispatched to the right person
03

Your team responds

Insights get voted up or down with reasoning. Tickets get completed or rejected. Every response is a signal—Ward learns what worked, what missed, and why.

Vote up / down Ticket completed Reasoning attached
04

Outcomes measured

Ward evaluates real results: revenue, margin, fill rate, labor cost. Did the action actually improve the number it targeted? Measured outcomes, not assumptions.

KPI impact tracked Results vs. prediction scored
05

Agents get sharper

Every vote, every completed ticket, every measured outcome feeds back in. Ward learns from your team’s judgment and real-world results. Each cycle sharpens the next. Then it starts again.

Cycle repeats, sharper each time
$1.8T
Projected global AI market by 2030
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Customer acquisition lift for data‑driven orgs
0
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Foundation models shipped since 2022
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Guarantees any single model stays on top

Your AI vendor shouldn’t lock in your model.

Ward works with any LLM. Switch anytime. See it on your data.

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