Orchestrate your agents.
Capture their value.
Most teams have agents scattered across half a dozen providers with little to show for it. We bring them into one coordinated system, then turn that activity into measurable business value, with the spend kept in check.
We work across
- Anthropic
- OpenAI
- AWS
- Azure
- Mistral
Agents coordinated
47
across 5 providers
Use cases
9
ranked by ROI
Outcomes targeted
6
tied to metrics
Providers
5
one system
- Anthropic
- OpenAI
- AWS
- Faster cycles
- Higher quality
- Lower cost
Sonar · 47 agents tracked · 5 providers
From scattered agents to a system that delivers
Transform scattered agents into one orchestrated agentic system - and measure its value.
Make your agents work as one system
Agents spun up provider by provider rarely add up to anything coherent. We design the orchestration layer that governs how work is split, handed off, and shared, so your agents act like one system across Anthropic, OpenAI, Google, AWS and the rest.
- Cross-provider coordination and reliable hand-offs
- Shared context and state across every agent
- One coordinated system, not scattered scripts
47 agents · one coordinated system
Turn agent activity into business outcomes
Activity is not value. We map what your agents do to the outcomes that actually matter to the business, prioritize the use cases with real return, and put measurement in place so you can prove the value, not just the token spend.
- Map agent work to concrete business outcomes
- Prioritize the highest-ROI use cases first
- Measure value delivered, not just tokens spent
WPT 01 Support triage
−38% handle time
WPT 02 Doc extraction
12h / wk saved
WPT 03 Lead scoring
+9% conversion
WPT 04 Onboarding bot
in discovery
See and steer what every agent does
You can’t steer what you can’t see. We give you a unified view of agent activity, quality, and cost across providers, plus the controls to decide what runs, when, and under what guardrails.
- Unified activity view across every provider
- Quality and reliability signals in one place
- Control over what runs, when, and how
Active
47
Errors
0.4%
p95
1.2s
support-triage
Anthropic
okdoc-extract
OpenAI
okcrawler-batch
AWS
cautionEvery agent, every provider · one view
Keep the spend disciplined
Value only holds if the economics do. We right-size models to each task, surface idle and runaway agents before they hit the invoice, and reshape the workflows that quietly waste tokens, so the value you capture stays profitable.
- Right-size models and providers to each task
- Cut idle, runaway, and zombie agent spend
- Streamline workflows that waste tokens
Detoured
Fetch
Re-fetch
Summarize
Re-summarize
Verify
Verify again
Direct
Fetch
Summarize
Verify
3 steps removed · 2.1× faster
How we work
A focused engagement that starts with a free evaluation and ends with agents that work together to earn their keep.
Descent
Evaluate
We start with a free evaluation of your agent landscape: what’s running, what it’s worth, and where the orchestration and value gaps are.
Survey
Design
We design the roadmap: how your agents should be orchestrated, which use cases to prioritize, and the outcomes to aim for.
Surface
Implement
We help put it in place and measure the outcomes, so the value is real and the spend stays in check.
A fixed point in a fast-moving landscape
Agentic AI is moving fast and most teams are improvising. Whalai is the steady hand you bring on board: a partner who helps you orchestrate every agent and capture the value it promises, whichever providers you run on.
Provider-neutral by design
We work across the whole agent ecosystem, so the advice serves you, never one vendor’s view of your stack.
Built for the people accountable for outcomes
Engineering and business leaders get orchestration and value they can stand behind, not just another dashboard.
Value you can measure
Every recommendation ties back to an outcome and a number. You see exactly what changed and what it was worth.
Find the value in your agents
Book a free evaluation. We’ll review how your agents run today, where orchestration and value are breaking down, and leave you with a concrete path forward.
- A review of how your agents run today
- Where orchestration and value are breaking down
- A concrete roadmap you can act on
Pick a time that works for you.
30 minutes, no slides. A working session on your agent setup.
Book Free EvaluationInstant scheduling. Pick a slot and you’re booked.